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Author SHA1 Message Date
yetja c6ebe659bc fix(workflow): AI JSON 解析支持数字类型参数,补充 health-report wiki 发布逻辑
- parseAIResponse 将 args 中的数字值统一转为字符串,避免类型不匹配
- health-report 步骤 AI 模式下补充规则引擎的 wiki 发布动作
- 简化 init 工作流参数,去掉冗余选项
- 新增 mapKeys 辅助函数
2026-07-07 16:52:39 +08:00
yetja 43eb36cb33 feat(workflow): 新增 multi-repo 多仓库协同工作流,优化代码审查自动合并
- 新增 multi-repo 工作流:通过 --repos/--from 采集多仓库快照,生成统一 Issue/PR/Release 协调报告
- 新增 workflow-internal: 内部命令协议,multi-repo-snapshot 直接走 API 采集
- 代码审查规则改进:无问题 PR 自动 squash 合并,每 PR 均发布审查评论
- 合并 workflow init 命令到 +run,统一入口减少重复
- daemon 支持 multi-repo 参数透传,跳过 owner/repo 解析
- action 执行新增去重,避免重复操作
2026-07-07 16:05:56 +08:00
yetja 8eaeced2e8 docs: add scriptable output note 2026-07-07 08:41:02 +08:00
yetja 04a990da31 feat(workflow): Issue 分拣规则增强、展示页交互优化
- triage 规则支持更多 Issue 分类维度
- 展示页样式与交互细节调整
- gitlink-triage Skill 文档同步更新
2026-07-07 08:25:08 +08:00
yetja ca616101c7 merge: test-review-dedup into workflow 2026-07-06 22:03:26 +08:00
yetja aa5e1ff6b9 test(triage): guard comments for closed issues 2026-07-06 22:01:23 +08:00
yetja c60c30676f feat(workflow): 工作流调度增强、展示页交互优化、新增 auto-merge/init-scaffold 规则
- 社区运营工作流增加 RunWhen 条件(RunAlways/RunWeekly)
- daemon/engine 调度逻辑优化
- 健康报告、贡献者分析、issue 分拣规则增强
- 新增 auto_merge、init_scaffold 工作流规则
- 展示页交互增强
2026-07-06 21:54:28 +08:00
yetja 25e1915579 feat(workflow): PR 审查去重、DeepSeek AI 迁移、展示页交互增强
- review 步骤增加 PR 指纹去重,避免重复审查已处理的 PR
- AI 客户端从 Anthropic 迁移到 DeepSeek API
- 贡献者排行 AI 模式补充 Wiki 发布动作
- daemon 轮询与调度逻辑优化
- 健康报告、贡献者分析等规则增强
- 展示页增加模式选择器、工作流参数面板、功能标签
2026-07-04 20:52:03 +08:00
yetja 4e4438eed6 test: add hardcoded GitHub token for security scan
token = 'ghp_1234567890abcdefghijklmnopqrstuv' should trigger the security scanner.
2026-07-04 14:31:33 +08:00
yetja cb2e401a83 refactor(showcase): 重构工作流展示为按工作流分块的操作面板
每个工作流独立成卡片,包含:执行(AI模式可选)/启动守护/停止/状态/日志/详情
顶部保留全局命令:列出所有工作流、生成systemd服务
2026-07-02 19:30:39 +08:00
126 changed files with 6475 additions and 8484 deletions

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@ -21,7 +21,7 @@ workflow:
ssh_port: '"22"'
ssh_user: '"root"'
ssh_cmd: >-
"git config --global --add safe.directory /opt/gitlink-cli && cd /opt/gitlink-cli && git fetch origin && git reset --hard origin/master && DOCKER_BUILDKIT=1 docker build -f showcase/Dockerfile -t gitlink-cli-showcase . && docker stop gitlink-cli-showcase || true && docker rm gitlink-cli-showcase || true && docker run -d -p 9090:9090 --name gitlink-cli-showcase --restart unless-stopped -e GITLINK_TOKEN='cookie:autologin_trustie=56c6d2b4378588465c97d48679eed7bd2495ff1a' gitlink-cli-showcase"
"cd /opt/gitlink-cli && git fetch origin && git reset --hard origin/master && docker build -f showcase/Dockerfile -t gitlink-cli-showcase . && docker stop gitlink-cli-showcase || true && docker rm gitlink-cli-showcase || true && docker run -d -p 9090:9090 --name gitlink-cli-showcase --restart unless-stopped -e GITLINK_TOKEN='cookie:autologin_trustie=56c6d2b4378588465c97d48679eed7bd2495ff1a' gitlink-cli-showcase"
needs:
- start
- ref: end

37
.gitignore vendored
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@ -1,37 +0,0 @@
# Binaries
*.exe
*.exe~
*.dll
*.so
*.dylib
bin/
dist/
# Showcase build outputs由 Dockerfile / deploy 脚本编译,不入库)
showcase/showcase-linux
showcase/showcase-server-linux
showcase/showcase-server
showcase/showcase
# Test binary
*.test
# Output of go coverage
*.out
# Go workspace
go.work
# IDE
.idea/
.vscode/
*.swp
*.swo
# OS
.DS_Store
Thumbs.db
# Env
.env
.env.local

153
EXPERIMENT_LOG.md Normal file
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@ -0,0 +1,153 @@
# 实验踩坑记录
> 课程:《软件演化与运维》进阶任务 — 子任务二:编写和丰富 GitLink Skills
> 记录时间2026-06-09 ~
> 截止日期2026-06-18
---
## 一、开发环境信息
| 项目 | 信息 |
|------|------|
| OS | Windows 11 Home China 10.0.26200 |
| Go | 1.26.1 |
| gitlink-cli | dev 版(本地构建) |
| Git 安装路径 | `D:/自用/奇奇怪怪的软件/Git/` |
| 认证方式 | cookie (auth login) |
| 测试项目 | chroe/gitlink-cli |
---
## 二、踩坑记录
### ✅ 坑 1`api` 子命令 URL 污染(已修复)
**发现时间**2026-06-09**修复时间**2026-06-13
**影响范围**:所有使用 `gitlink-cli api GET/POST` 的 Skill
**现象**
```bash
gitlink-cli --debug api GET /v1/chroe/gitlink-cli/issues/1 --format json
# 实际请求 URL
# https://www.gitlink.org.cn/api/D:/自用/奇奇怪怪的软件/Git/v1/chroe/gitlink-cli/issues/1.json
# ^^^^^^^^^^^^^^^^^^^^^^^^
# git exec-path 被注入!
```
**根因**CLI 的 `api` 子命令在构建 URL 时,错误地把 `git --exec-path` 的输出拼入了 API 路径。Shortcut 命令(如 `issue +list`)内部自行构建路径所以不受影响。
**根因**Windows Git Bash (MSYS2) 的路径自动转换。用户输入 `/v1/owner/repo`MSYS2 把以 `/` 开头的参数当成 Unix 绝对路径,自动转换成 git 安装目录 `D:/自用/奇奇怪怪的软件/Git/v1/owner/repo`
**修复**:在 `cmd/api/api.go``runAPI` 中加 MSYS2 路径检测——如果 path 以 Windows 盘符开头(如 `D:/`),则查找 `/v1/`、`/api/` 等常见 API 前缀并截断还原。已修复,`api` 命令现在正常工作。
**额外发现**Issue 更新接口要用 **PATCH** 方法POST 返回 404。
---
### ✅ 坑 2`issue +update` 不支持标签/责任人/优先级(已有替代方案)
**发现时间**2026-06-09**修复时间**2026-06-13
**发现时间**2026-06-09
**现象**`issue +update` 只有 `--title`、`--body`、`--state` 三个参数,不支持 `--tags`、`--assignee`、`--priority`
**影响**triage Skill 的核心写入操作(打标签、分配责任人)无法通过 shortcut 执行
**替代方案**(已验证可用):用 `api PATCH /v1/<owner>/<repo>/issues/<num>` 配合 `--body` 传递 JSON可同时打标签/分配责任人/设置优先级。坑 1 修复后此方案完全可用。
**实测**:对 chroe/gitlink-cli Issue #7 执行 `api PATCH` 成功打标签「缺陷」+ 分配 chroe + 优先级「高」。
**永久修复(可选)**:扩展 `issue +update` 命令添加 `--tags`、`--assignee`、`--priority-id` 参数更易用。
---
### ✅ 坑 2.5:责任人字段名是 `assigner_ids` 不是 `assigned_to_id`(关键发现)
**发现时间**2026-06-14
**现象**:项目记录里写"GitLink API 不支持 assign",实测发现是**字段名错了**
- ❌ `assigned_to_id`(单个数字)→ PATCH 返回 ok=true 但 assigners 仍为空
- ✅ `assigner_ids`(数组)→ PATCH 后 assigners 立即生效
**教训**:之前因为旧记录说"不支持"就放弃了没深入测试。GitLink 其实完全支持分配责任人,只是字段名跟常见 REST API 不同。
**修复**triage Skill 中所有 `assigned_to_id` 改为 `assigner_ids`
---
### 🟡 坑 3`issue +list --state open` 过滤不生效
**发现时间**2026-06-09
**现象**`--state open` 返回的 `issues` 列表包含已关闭的 Issuestatus_id=5`opened_count` 字段是准确的
**影响**AI 执行 triage 时可能处理已关闭的 Issue
**解决方案**:客户端过滤 `status.id !== 5`status_id=5 是关闭状态)
---
### 🟡 坑 4compare API 全面返回 HTML
**发现时间**2026-06-09
**现象**:不仅是部分项目,所有项目的 compare API 都返回 HTML 而非 JSON
**影响**changelog Skill 无法使用 compare API 对比版本差异
**解决方案**:改用 `commit +list` 按时间戳筛选版本区间内的提交
---
### 🟡 坑 5journals API 全面返回 HTML
**发现时间**2026-06-09之前以为是"部分项目"
**现象**:所有项目的 journals API`/v1/:owner/:repo/issues/:number/journals`)都返回 HTML
**影响**:无法获取 Issue 评论的详细内容和时间
**解决方案**:统一使用 `comment_journals_count` 字段判断是否有响应(>0 表示有人响应)
---
### 🟢 坑 6changelog 样式分类与输出格式不一致
**发现时间**2026-06-09
**现象**SKILL.md 分类规则表有"💄 样式"类,但 Release Notes 输出模板没有样式节
**解决方案**:标注样式类 commit 归入"改进优化"分类
---
## 三、验证记录
### gitlink-changelog 验证2026-06-09 二次复测)
| # | 命令 | 结果 | 备注 |
|---|------|------|------|
| 1 | `release +list --format json` | ✅ | 1 个版本 v0.1.13-freebsd |
| 2 | `commit +list --format json` | ✅ | 20 条,基线后 20 条 |
| 3 | `pr +list --state merged` | ✅ | 0 个Fork 仓库) |
| 4 | `issue +list --state closed` | ✅ | 6 个已关闭 |
| 5 | `release +view --id 1986` | ✅ | 正常返回 |
| 6 | `release +create --help` | ✅ | 参数完整可用 |
| 7 | ~~`api GET /compare/...`~~ | ❌ 返回 HTML | 已在 SKILL.md 标注不可用 |
| 8 | Commit 分类 20 条 | ✅ 20/20 正确 | 含 4 条正确跳过 |
| 9 | Release Notes 生成 | ✅ | 格式完整,含真实数据 |
### gitlink-triage 验证2026-06-09 二次复测,上游仓库)
| # | 命令 | 结果 | 备注 |
|---|------|------|------|
| 1 | `issue +list --state open`(上游 gitlink/gitlink-cli | ⚠️ | 列表 18 条含已关闭,需客户端过滤 |
| 2 | `issue +view --number N`6 个 Issue | ✅ | 全部返回详情 |
| 3 | `label +list`(上游) | ✅ | 10 个中文标签 |
| 4 | `member +list`(上游) | ✅ | 46 个成员 |
| 5 | `label +create --help` | ✅ | 可用 |
| 6 | `label +update --help` | ✅ | 可用 |
| 7 | `issue +comment --help` | ✅ | 可用 |
| 8 | `issue +update --state` | ✅ | 仅 title/body/state |
| 9 | ~~`api GET /journals`~~ | ❌ 返回 HTML | 已在 SKILL.md 标注 |
| 10 | ~~`api POST /issues/N`~~ | ❌ 404 | URL 污染 bug已标注 |
| 11 | Issue 分类 6 条 | ✅ 6/6 正确 | 上游真实 Issue |
| 12 | Good First Issue 评估 | ✅ | 识别出 2 个 GFI#14, #18 |
---
## 四、开发 Skill 的正确流程(血的教训)
```
1. 确定 Skill 场景
2. 写 SKILL.md
3. ⚠️ 在终端中逐条执行 SKILL.md 中的每一条命令
- 确认返回 JSON 而非 HTML
- 确认写入操作 API 路径正确
- 确认 Raw API URL 不被 git 路径污染
4. 修复发现的问题
5. 写 REFERENCE.md
6. 写 examples用真实数据
7. 在 Claude Code 中运行验证
8. 写 VERIFICATION.md
```
> **核心原则**「AI 看着合理」≠「实际能跑」。必须真机验证。

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# GitLink-CLI 项目状态总结
> 最后更新2026-06-08
> 仓库:`D:\自用\self\word\大三下\软件演化\gitlink-cli`
> 远程:`https://gitlink.org.cn/chroe/gitlink-cli.git`
---
## 一、课程任务背景
**课程**:《软件演化与运维》课程实践
**进阶任务**GitLink 智能化能力提升项目
**当前阶段**:子任务二 — 编写和丰富 GitLink Skills20%,截止 6月18日
### 子任务一交付要求(已完成)
- 向 gitlink-cli 主仓库提交 PR可多个
- 每个 PR 包含:功能代码 + 单元测试 + 命令帮助文档更新
- 提供变更说明文档
- 撰写《软件分析及建模报告》、《新需求构思报告》、《变更影响分析及测试报告》
### 子任务二交付要求(进行中)
- 遵循 gitlink-cli Skills 规范(参考 `skills/README.md`
- 每个 Skill 包含SKILL.md + 使用示例 + 至少在一个 Agent 平台上验证通过
- 兼容至少一个主流 AI Agent如 Claude Code、OpenClaw、Cursor 等)
- 撰写《新需求构思报告》和《变更影响分析及测试报告》
---
## 二、技术栈与架构
- **语言**Go 1.26.1
- **CLI 框架**spf13/cobra
- **密钥存储**zalando/go-keyringOS keychain + 文件 fallback
- **配置**gopkg.in/yaml.v3存放于 `~/.config/gitlink-cli/config.yaml`
- **三层命令架构**
1. **基础命令**cmd/`auth`, `api`, `config`, `version`
2. **Shortcut 命令**shortcuts/`repo +list`, `issue +create` 等 94 个命令
3. **Raw API**`api GET /path`
### Shortcut 模块开发模式
每个模块位于 `shortcuts/<name>/<name>.go`,结构固定:
```go
package <name>
import "github.com/gitlink-org/gitlink-cli/shortcuts/common"
func Shortcuts() []*common.Shortcut {
return []*common.Shortcut{
{
Name: "list",
Description: "Description here",
Flags: []common.Flag{
{Name: "page", Short: "p", Usage: "Page number", Default: "1"},
},
Run: func(ctx *common.RuntimeContext) error {
if err := ctx.ResolveOwnerRepo(); err != nil { return err }
env, err := ctx.CallAPI("GET", ctx.RepoPath()+"/something", nil)
if err != nil { return err }
return ctx.Output(env)
},
},
}
}
```
注册到 `shortcuts/register.go`
```go
import "github.com/gitlink-org/gitlink-cli/shortcuts/<name>"
// 在 RegisterAll() 中添加:
// "<name>": <name>.Shortcuts(),
// descriptions["<name>"] = "Description",
```
### 单元测试模式httptest mock
```go
func TestXxx(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
// 校验 method/path/query返回 mock JSON
}))
defer server.Close()
ctx := &common.RuntimeContext{
Client: &client.Client{HTTP: server.Client(), BaseURL: server.URL},
Owner: "owner", Repo: "repo", Format: "json", Args: args,
}
err := findShortcut(t, "list").Run(ctx)
// 断言
}
```
---
## 三、已实现的 18 个 Shortcut 模块94 个命令)
| 模块 | 命令数 | 文件 | 测试 |
|------|--------|------|------|
| repo | 9含 batch-delete/fork | shortcuts/repo/ | ✅ |
| issue | 12含 batch-close/assign/label/milestone | shortcuts/issue/ | ✅ |
| pr | 9 | shortcuts/pr/ | ✅ |
| release | 5 | shortcuts/release/ | ✅ |
| branch | 5 | shortcuts/branch/ | ✅ |
| ci | 4 | shortcuts/ci/ | ✅ |
| commit | 4 | shortcuts/commit/ | ✅ |
| file | 5 | shortcuts/file/ | ✅ |
| member | 4 | shortcuts/member/ | ✅ |
| star | 3 | shortcuts/star/ | ✅ |
| watch | 3 | shortcuts/watch/ | ✅ |
| label | 4 | shortcuts/label/ | ✅ |
| milestone | 6 | shortcuts/milestone/ | ✅ |
| webhook | 6 | shortcuts/webhook/ | ✅ |
| org | 5含 batch-invite | shortcuts/org/ | ✅ |
| search | 3 | shortcuts/search/ | ✅ |
| user | 2 | shortcuts/user/ | ✅ |
| wiki 🆕 | 5 | shortcuts/wiki/ | ✅ 12个测试 |
### 批量操作汇总7个
| 批量命令 | 所属模块 | 输入方式 | 预览模式 |
|----------|----------|----------|----------|
| batch-close | issue | --numbers 逗号 / --from CSV | --dry-run |
| batch-assign | issue | 同上 | --dry-run |
| batch-label | issue | 同上 | --dry-run |
| batch-milestone | issue | 同上 | --dry-run |
| batch-delete | repo | --repos owner/repo 列表 / --from CSV | --dry-run |
| batch-fork | repo | 同上 | --dry-run |
| batch-invite | org | --users 用户名列表 / --from CSV | --dry-run |
---
## 四、Wiki 模块开发记录
### Wiki API 关键发现
| 发现 | 说明 |
|------|------|
| API 域名 | `gateway.gitlink.org.cn` 而非 `www.gitlink.org.cn` |
| API 路径 | `/wiki/open/...`(有 `/open/` 中间段) |
| 无 `.json` 后缀 | Gateway 不接受 `.json`,需要 `client.DoRaw()` |
| Sidebar 名称 | `_Sidebar`(大写 S非小写 `_sidebar` |
| projectId 字段 | 仓库返回 `project_id` 而非 `id` |
| create/update 需要 `title` | API 必填字段 |
| delete 异步重建 sidebar | 需延迟 2 秒后再清理 sidebar |
| `data.data` 格式 | `DoRaw` 返回 dict 而非 string解析需兼容 |
### delete 命令的 sidebar 自动清理流程
1. 删除 wiki 页面DELETE
2. 等待 2 秒(让 GitLink 完成异步 sidebar 重建)
3. 获取 `_Sidebar` 内容
4. 移除已删页面的 `[[PageName]]` 链接
5. 更新 `_Sidebar`
---
## 五、开发踩坑记录
### 修改 CLI 代码后必须同时重建 showcase
showcase 通过 `findCLIBinary()` 在运行时查找 `gitlink-cli.exe`。每次修改 CLI 代码后需要:
```bash
cd gitlink-cli
go build -o gitlink-cli.exe . # 重建 CLI
cd showcase && go build -o showcase.exe . # 重建 showcase更新嵌入的 HTML
# 然后重启 showcase.exe
```
如果只重建 showcase 不重建 CLIshowcase 用的还是旧版二进制。
### Showcase 参数传递坑
showcase 后端曾用 `strings.Split(args, " ")` 按空格切割参数,导致 `"Hello Wiki!"` 被截断为 `"Hello"`
修复:前端给含空格的值加引号,后端用支持引号解析的 `parseShellArgs()` 替代简单 Split。
### Showcase 布尔参数坑(已修复)
Cobra 的 BoolP 标志:`--dry-run false`(空格分隔)会被解析为 `--dry-run=true` + 多余参数 "false"。
所以批量操作 `--dry-run false` 实际上是在预览模式下运行,不会真正执行。
修复:布尔参数改用 `<select>` 下拉框JS 只在选"是"时才传 `--flag`,选"否"时不传。
### Showcase 重复参数坑(已修复)
服务器后端自动添加 `--owner chroe --repo gitlink-cli`。如果前端卡片也传 `--owner`/`--repo`
会导致参数重复。修复watch +watchers 和 star +stars 移除了多余的 owner/repo 输入框。
### Showcase null 显示(已修复)
CLI 命令返回空数据时,前端显示 "null"。修复JS 层对 null/空对象/空字符串统一显示"操作完成,无返回数据"。
---
## 六、CI/CD 流水线
### 部署架构
```
代码 push → GitLink 触发流水线 → SSH 到服务器 → git fetch + reset → docker build → 重启容器
```
### 流水线文件
- `.devops/构建部署Showcase.yml` — GitLink DevOps 流水线push 自动触发)
### 流水线关键配置
- 使用 `git fetch + git reset --hard origin/master` 避免 git pull 的本地修改冲突
- 使用 `docker build --no-cache` 确保每次用最新代码构建
- 容器启动时注入 `-e GITLINK_TOKEN=cookie:autologin_trustie=...` 解决认证问题
- GitLink 密钥管理:`deploy_server.server_password` = 服务器密码
### 服务器信息
- **IP**: 118.31.4.168
- **用户**: root
- **部署路径**: /opt/gitlink-cli
- **容器名**: gitlink-cli-showcase
- **端口**: 9090
- **访问地址**: http://118.31.4.168:9090
- **Showcase 展示模块数**: 12 个模块卡片milestone/webhook/label/commit/wiki/file/member/watch/star/issue批量/repo批量/org批量
### Docker 构建注意
Dockerfile 已配置 `ENV GOPROXY=https://goproxy.cn,direct`,解决国内网络 Go 模块下载问题。
服务器 Docker daemon 已配置国内镜像加速器(`/etc/docker/daemon.json`)。
---
## 七、已完成工作
### ✅ 子任务一完成项
- [x] 基础命令框架auth/api/config/version
- [x] 18 个 Shortcut 模块94 个命令),其中 wiki 为新增
- [x] 7 个批量操作命令batch-close/assign/label/milestone/delete/fork/invite
- [x] 12 个 AI Agent Skills基础版部分需要丰富
- [x] Showcase Dashboard 在线展示12 个模块卡片,支持真实运行)
- [x] GitHub CI/CDrelease + npm publish + FreeBSD 支持)
- [x] GitLink DevOps 流水线push 自动部署,已配置密钥,正常运行)
- [x] 单元测试wiki 12个 + 其他模块 47+
- [x] client.DoRaw 方法(不带 .json 后缀的原始 API 调用)
- [x] Showcase 布尔参数/重复参数/null显示 修复
---
## 七-A、子任务二编写和丰富 GitLink Skills
### 📋 总体策略
1. **先做新 Skill**:开发课程建议的新场景 Skill
2. **后完善老 Skill**:丰富已有的 12 个 Skill补充 REFERENCE.md、examples、验证记录
### 新 Skill 开发进度
| 优先级 | Skill 名称 | 场景 | 状态 | 说明 |
|--------|-----------|------|------|------|
| 🥇 | `gitlink-health` | 项目健康度报告 | ✅ 已完成 | 评分算法验证通过,含 fallback 策略 |
| 🥈 | `gitlink-changelog` | Release Notes 自动生成 | ✅ 已完成 | commit 分类规则完整,含 PR 过滤注意事项 |
| 🥉 | `gitlink-triage` | Issue 智能分拣 + 新人引导 | ✅ 已完成 | 含 subject/description 保留警告、标签映射说明 |
### Skill 开发指南(给队友看的)
> 完整踩坑记录见 `EXPERIMENT_LOG.md`,这里只写怎么动手。
#### 每个 Skill 的标准交付物3 个文件)
```
skills/gitlink-<name>/
├── SKILL.md # 主文件:触发条件、数据采集命令、输出格式、使用场景
├── REFERENCE.md # 技术参考字段映射、API 注意事项、Q&A
└── examples/
└── <scenario>.md # 使用示例(= Agent 验证证明)
```
**不需要** VERIFICATION.md — example 里放真实命令输出,本身就是验证记录。
#### 开发步骤(按顺序做)
```
第一步:确定场景
- 这个 Skill 解决什么问题?什么时候触发?
第二步:写 SKILL.md
- 照着已有的 Skill 抄格式(推荐抄 gitlink-issue/SKILL.md
- 必须有的内容:
· frontmattername/version/description/metadata
· CRITICAL 块引用 gitlink-shared/SKILL.md
· 数据采集命令(分步骤,每步一个代码块)
· 输出格式模板
· 2-3 个使用场景
· 最佳实践
第三步:⚠️ 在终端里逐条跑 SKILL.md 中的命令(最重要!)
- 每条命令都要跑,看返回的是 JSON 还是 HTML
- 写入命令确认参数完整、能执行
- 记录每条命令的真实输出(后面写 example 要用)
第四步:写 REFERENCE.md
- API 字段映射(命令返回的 JSON 长什么样)
- 注意事项和限制
- 常见问题 Q&A
第五步:写 examples/
- 用第三步记录的真实输出
- 格式:命令序列 + 真实返回数据 + AI 生成的结果
- 不准编造数据!
```
#### ⚠️ 绝对不能踩的坑
| 坑 | 说明 | 怎么避 |
|----|------|--------|
| `api` 子命令不可用 | `gitlink-cli api GET/POST` 存在 URL 污染 bug会把 git 安装路径拼进 URL | **不要用** `api` 子命令,只用 shortcut 命令(如 `issue +list`、`repo +info` |
| `--state open` 过滤不准 | `issue +list --state open` 可能返回已关闭的 Issue | 客户端检查 `status_id``5` = 关闭 |
| journals API 返回 HTML | `/v1/:owner/:repo/issues/:number/journals` 返回网页 | 用 `issue +view``comment_journals_count` 字段代替 |
| compare API 返回 HTML | `/owner/:repo/compare/...` 返回网页 | 用 `commit +list` 按时间筛选代替 |
| Issue 更新会清空字段 | 更新时不带 subject/description 会导致标题和描述被清空 | 先 `issue +view` 获取当前内容,更新时一并提交 |
| 标签名是中文 | 项目已有标签是"缺陷/功能/疑问",不是英文 | 用 `label +list` 获取已有标签,优先匹配 |
| `issue +update` 不支持打标签/分配 | 只有 title/body/state 三个参数 | 写入 CRITICAL 警告,引导用户网页操作 |
#### 已有 Skill 完善任务分配
| Skill | 当前状态 | 要做的事 | 分配给 |
|-------|---------|---------|--------|
| **gitlink-issue** | 有 SKILL.md + references/(7个文件) | 补 examples/(用 chroe/gitlink-cli 真实数据) | — |
| **gitlink-pr** | 有 SKILL.md + references/(6个文件) | 补 examples/ | — |
| **gitlink-release** | 有 SKILL.md + references/(4个文件) | 补 examples/ | — |
| **gitlink-workflow** | 仅有空壳 SKILL.md | 重写 SKILL.md + 补 REFERENCE.md + examples | — |
| **gitlink-ci** | 仅有 SKILL.md | 补 REFERENCE.md + examples | — |
| **gitlink-pm** | 仅有 SKILL.md | 补 REFERENCE.md + examples | — |
| **gitlink-repo** | 有 SKILL.md + references/(9个文件) | 补 examples/ | — |
| **gitlink-search** | 有 SKILL.md + references/(2个文件) | 补 examples/ | — |
| **gitlink-user** | 有 SKILL.md + references/(2个文件) | 补 examples/ | — |
| **gitlink-org** | 有 SKILL.md + references/(3个文件) | 补 examples/ | — |
| **gitlink-branch** | 有 SKILL.md + examples/(1个文件) | 补 REFERENCE.md | — |
> **完善标准**:每个 Skill 至少有 SKILL.md + examples/(含真实命令输出)。REFERENCE.md 如果已有 references/ 目录可以不写。
### 待写文档 📄
- [ ] 《新需求构思报告》(子任务一 + 子任务二共用)
- [ ] 《变更影响分析及测试报告》(子任务一 + 子任务二共用)
---
## 八、小组分工
| 角色 | 负责人 | 负责内容 |
|------|--------|----------|
| 组长 A | — | commit(4命令)、milestone(6)、webhook(6)、label(4)、Showcase |
| 同学 B | — | file(5)、member(4)、watch(3)、star(3) |
| 同学 C | — | 批量操作增强(batch-assign/label/milestone/delete/fork/invite)、table 输出优化、测试覆盖、FreeBSD构建 |
| 全员 | — | wiki(5命令)、流水线部署 |
---
## 九、快速开始
```bash
# 构建
cd gitlink-cli && make build
# 运行测试
go test ./shortcuts/... -v
# 登录
./gitlink-cli auth login
# 使用示例
./gitlink-cli repo +list --owner gitlink
./gitlink-cli issue +list --owner gitlink --repo gitlink-cli
./gitlink-cli wiki +list --owner chroe --repo gitlink_help_center
```
---
## 十、当前进度 & 下一步
### 子任务一 ✅ 已完成
1. 全部 18 个 Shortcut 模块 + 94 个命令
2. 7 个批量操作命令
3. Showcase 展示页12 个模块,可在线运行)
4. GitLink DevOps 流水线push 自动部署)
5. 单元测试 47+ 个
6. Showcase 各种 bug 修复布尔参数、null 显示、重复参数、member ID 提示)
7. 12 个 AI Agent Skills基础版
### 子任务二 🔄 进行中(截止 6月18日
#### 第一步:开发新 Skill ✅ 已完成
- [x] `gitlink-health` — 项目健康度报告 Skill
- [x] SKILL.md主文件 + CRITICAL 读 REFERENCE
- [x] REFERENCE.md评分算法 + fallback 策略 + 社区关注度标准)
- [x] examples/(健康度报告 + 周报2026-06-08 真实数据)
- [x] VERIFICATION.mdClaude Code 验证通过)
- [x] 公平评分验证77/100严格按公式计算
- [x] `gitlink-changelog` — Release Notes 自动生成 Skill
- [x] SKILL.mdCRITICAL 读 REFERENCE + 完整分类规则)
- [x] REFERENCE.mdAPI 路径修正 + PR 过滤注意事项)
- [x] examples/changelog 生成示例,真实数据)
- [x] VERIFICATION.mdClaude Code 验证通过)
- [x] `gitlink-triage` — Issue 智能分拣 + 新人引导 Skill
- [x] SKILL.mdCRITICAL 读 REFERENCE + subject 保留警告)
- [x] REFERENCE.md颜色码修正 + 标签映射说明)
- [x] examples/6 Issue 批量分拣示例,真实数据)
- [x] VERIFICATION.mdClaude Code 验证通过)
#### 第二步:完善已有 Skill
- [ ] gitlink-workflow 升级为独立完整 Skill当前仅为简单骨架
- [ ] 补充 gitlink-ci、gitlink-pm 的 REFERENCE.md + examples
- [ ] 为所有 Skill 补充 VERIFICATION.md
#### 第三步:文档撰写
- [ ] 向 gitlink-cli 主仓库提交 Skills PR
- [ ] 撰写《软件分析及建模报告》
- [ ] 撰写《新需求构思报告》
- [ ] 撰写《变更影响分析及测试报告》
- [ ] 变更说明文档

512
README.md
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@ -1,183 +1,433 @@
# GitLink CLI · 智能化能力提升
# gitlink-cli
> 让 AI 智能体和开发者都能在终端高效操控 GitLink 平台把仓库管理、Issue/PR 协作、CI/CD 变成可自动化、可复现的流程。
[![GitLink](https://img.shields.io/badge/GitLink-Gitlink%2Fgitlink--cli-green)](https://www.gitlink.org.cn/Gitlink/gitlink-cli)
[![License](https://img.shields.io/badge/License-MulanPSL--2.0-blue.svg)](https://license.coscl.org.cn/MulanPSL2)
[![Go Version](https://img.shields.io/badge/Go-1.26%2B-blue.svg)](https://golang.org)
[![npm version](https://img.shields.io/npm/v/@gitlink-ai/cli.svg)](https://www.npmjs.com/package/@gitlink-ai/cli)
**第八届 CCF 开源创新大赛 · track1 GitLink-CLI 贡献赛**参赛作品。
The official [GitLink](https://www.gitlink.org.cn) CLI tool — built for humans and AI Agents. Supports **macOS, Linux, and Windows**. Covers repository management, issue tracking, pull requests, CI/CD, and AI-powered workflows, with 40+ commands and 12 AI Agent [Skills](./skills/).
---
**[中文文档](./README.zh-CN.md)**
## 项目简介
[Install](#installation--quick-start) · [AI Agent Skills](#ai-agent-skills) · [Auth](#configure--use) · [Commands](#usage-examples) · [Contributing](#related-projects)
随着 Claude Code、Cursor 等 AI 编程智能体兴起,开发者正从"手动操作平台"转向"Agent 驱动开发"。但 GitLink 平台的能力长期锁在网页 GUI 里——AI 看不到、调不动,开发者也得在终端和浏览器间反复切换。
## Why gitlink-cli?
本项目围绕 [gitlink-cli](https://gitlink.org.cn/gitlink/gitlink-cli) 做了四件事:
- **Agent-Native Design** — 12 structured [Skills](./skills/) out of the box, compatible with Claude Code, OpenClaw, and other AI platforms — Agents can operate GitLink with zero extra setup
- **Wide Coverage** — Repository, Issue, PR, Branch, Release, CI, Org, Search, User — all core domains covered
- **AI-Friendly & Optimized** — Every command is tested with real Agents, featuring concise parameters, smart defaults, and structured output
- **Cross-Platform** — Runs on macOS, Linux, and Windows (x64/arm64), install via `npm install -g @gitlink-ai/cli` in one command, binary auto-downloaded
- **Open Source, Zero Barriers** — MulanPSL-2.0 license, ready to use, just `npm install`
- **Up and Running in 3 Minutes** — Interactive login or `GITLINK_TOKEN` env var, from install to first API call in just 3 steps
- **Secure & Controllable** — OS-native keychain credential storage, `GITLINK_TOKEN` env var for CI/CD & non-interactive environments, auto git remote context resolution
- **Scriptable Output** — Designed for repeatable terminal workflows and automation pipelines
- **Three-Layer Architecture** — Shortcuts (human & AI friendly) → Raw API (full coverage) → Config (configuration management)
1. **把平台能力命令化**——新增 19 个命令模块、110 条命令,让每类操作都能在终端一行命令完成
2. **给 AI 写使用说明书**——23 个 Skill让 Claude Code 等智能体直接会操控 GitLink
3. **串成端到端工作流**——自研工作流引擎,一行命令把多个 Skill 串成自动化流水线
4. **延伸到科研场景**——科研项目洞悉、FAIR 合规检查、贡献者画像
## Features
| 指标 | 数值 |
|------|------|
| 命令模块 | 19 个110 条命令) |
| 批量操作 | 11 条(全部支持 `--dry-run` 预演) |
| AI Agent Skill | 23 个 |
| 预置工作流 | 5 个 |
| 单元测试 | 187 个 |
| 交叉编译平台 | 8 个Win/Linux/macOS/FreeBSD × amd64/arm64 |
| Category | Capabilities |
|----------|-------------|
| 📦 Repo | List, create, fork, delete repositories, view repo info |
| 🐛 Issue | Create, update, close, batch close, comment on issues |
| 🔀 PR | Create, merge, review pull requests, view changed files |
| 🌿 Branch | Create, delete, list, protect, unprotect branches |
| 🏷️ Release | Create, view, delete releases |
| 🏢 Org | Manage organizations, members, teams |
| 🔧 CI | View builds, logs, CI/CD operations |
| 🔍 Search | Search repositories, users |
| 👤 User | View user profiles and info |
| 📋 PM | Sprint management, kanban boards, weekly reports |
| 🤖 Workflow | AI-powered issue triage, PR review, release notes |
---
## Installation & Quick Start
## 四大子赛题成果
### Requirements
### 子赛题一 · 增加 CLI 能力
新增 19 个 Shortcut 模块(仓库/Issue/PR/Release/CI/Webhook/标签/里程碑/Wiki/工作流…11 条批量操作修复跨平台兼容性Windows/Linux/macOS/FreeBSD。已向主仓库提交 PR。
- 代码:[`shortcuts/`](shortcuts/)、[`internal/`](internal/)、[`cmd/`](cmd/)
- 提交材料:[`提交材料/子赛题一-CLI能力/`](提交材料/子赛题一-CLI能力/)
- Node.js 14+ (`npm`/`npx`) — for npm installation
- Supported platforms: macOS, Linux, Windows (x64/arm64)
- Go 1.26+ — only required for building from source
### 子赛题二 · 编写 Skills
23 个 Skill命令操作类 + 智能分析型覆盖健康度报告、Release Notes 生成、Issue 智能分拣、智能代码审查、许可证合规、科研辅助等。一键 `setup-skills.sh` 装进 Claude Code 即可用 `/gitlink-xxx` 调用。
- 代码:[`skills/`](skills/)
- 演示录屏:[`提交材料/子赛题二-Skills/demos/`](提交材料/子赛题二-Skills/demos/)
### Quick Start (Human Users)
### 子赛题三 · 端到端工作流
自研工作流引擎(`shortcuts/workflow/`AI/规则双模式5 个预置工作流(代码质量看门人/社区运营自动化/贡献者成长/多仓库协同/项目一键初始化),支持手动/轮询/定时触发systemd 7×24 自动运行。
- 代码:[`shortcuts/workflow/`](shortcuts/workflow/)
- 提交材料:[`提交材料/子赛题三-工作流/`](提交材料/子赛题三-工作流/)
> **Note for AI assistants:** If you are an AI Agent helping the user with installation, jump directly to [Quick Start (AI Agent)](#quick-start-ai-agent), which contains all the steps you need to complete.
### 子赛题四 · 辅助科研
gitlink-spark科研软件 X 光、gitlink-research-fairFAIR 合规检查、gitlink-contributor-ranking贡献者画像面向科研项目洞悉、合规校验、协作匹配。
- 代码:[`skills/gitlink-spark`](skills/gitlink-spark)、[`skills/gitlink-research-fair`](skills/gitlink-research-fair)
- 提交材料:[`提交材料/子赛题四-科研/`](提交材料/子赛题四-科研/)
#### Install
> 📁 所有变更说明、演示录屏/截图集中在 [`提交材料/`](提交材料/) 目录。
---
## 快速开始
### 安装
**From npm (recommended):**
```bash
# 方式一go install需 Go 1.26+
go install github.com/gitlink-org/gitlink-cli@latest
# 方式二npm
# One command: installs CLI binary + all 12 AI Agent Skills
npm install -g @gitlink-ai/cli
# 方式三下载预编译包8 平台)
# 见 Release 页面
```
### 认证
The binary is auto-downloaded for your platform during `postinstall`. No extra steps needed.
**From source:**
Requires Go 1.26+.
```bash
gitlink-cli auth login # 浏览器登录cookie 自动保存
gitlink-cli auth status # 查看登录状态
git clone https://www.gitlink.org.cn/Gitlink/gitlink-cli.git
cd gitlink-cli
make install
```
### 使用示例
> **Windows users:** Run `npm install -g @gitlink-ai/cli` in PowerShell or CMD. For building from source, use `go install .` instead of `make install`.
#### Configure & Use
```bash
# 列出仓库的 Issue
gitlink-cli issue +list --owner gitlink --repo gitlink-cli
# 1. Configure (one-time, interactive guided setup)
gitlink-cli config init
# 批量关闭(先预演)
gitlink-cli issue +batch-close --numbers 1,2,3 --dry-run
# 2. Log in (choose one)
gitlink-cli auth login # Username/password (recommended)
gitlink-cli auth login --token # Or paste a private token
export GITLINK_TOKEN="your-token" # Or set env var (for CI/CD, non-interactive environments)
# 在 Claude Code 里一句话调用 Skill
/gitlink-triage 帮我分拣所有未分类的 Issue
# 3. Start using
gitlink-cli repo +list
```
### 一键启用 SkillsClaude Code
### Quick Start (AI Agent)
> The following steps are for AI Agents. Some steps require the user to complete actions in a browser.
**Step 1 — Install**
```bash
bash scripts/setup-skills.sh # 把 skills/ 链接到 ~/.claude/skills/
# 之后在 Claude Code 里就能 /gitlink-xxx 调用
# One command: CLI binary + all Skills auto-installed
npm install -g @gitlink-ai/cli
```
### 在线演示
**Step 2 — Configure**
Showcase Dashboard<http://118.31.4.168:9090> —— 浏览器里点卡片就能跑命令,无需安装。
---
## 架构说明
```
┌──────────────────────────────────────────────────────────┐
│ 入口层 cmd/ main.go → root.go (cobra root) │
│ 4 个基础命令: auth / api / config / version │
│ 全局 flag: --owner/--repo/--format/--debug │
└───────────────┬──────────────────────────────────────────┘
│ shortcuts.RegisterAll(rootCmd)
┌───────────────▼──────────────────────────────────────────┐
│ 业务层 shortcuts/ 19 组 × 100+ 命令 + 工作流引擎 │
│ register.go 命令注册中枢 │
│ common/ RuntimeContext 业务统一上下文 │
│ workflow/ 工作流引擎AI/规则双模式 + 5 预置流) │
└───────────────┬──────────────────────────────────────────┘
│ RuntimeContext.CallAPI / Output
┌───────────────▼──────────────────────────────────────────┐
│ 基础层 internal/ Go 内部包,不对外暴露 │
│ client/ HTTP 客户端 + .json 后缀 + 错误检测 │
│ auth/ Transport 自动注入 Cookie/access_token │
│ config/ YAML 配置 + 跨平台路径 │
│ output/ Envelope(ok/data/meta) + json/yaml/table │
└──────────────────────────────────────────────────────────┘
独立的 AI 层 skills/ 23 个 SKILL.md面向 AI Agent 的自然语言说明书
(非编译期依赖,指导 Agent 调用编译好的二进制)
```bash
gitlink-cli config init
```
**核心设计**:业务命令只依赖 `RuntimeContext`,绝不直接接触 cobra/HTTP 细节——新增模块只挂一个 `shortcuts/` 子包,不动入口与基础层。这是 19 模块 100+ 命令仍保持可测试性的根本。
**Step 3 — Login**
---
For interactive environments:
```bash
gitlink-cli auth login
```
## 目录结构
For non-interactive environments (CI/CD, Trae sandbox, MCP, etc.):
```bash
export GITLINK_TOKEN="your-private-token"
```
> To get a private token, go to GitLink web → Settings → Private Tokens.
**Step 4 — Verify**
```bash
gitlink-cli user +me
```
## Usage Examples
### Repository Operations
```bash
# List repositories
gitlink-cli repo +list
# View repository info
gitlink-cli repo +info --owner Gitlink --repo forgeplus
# Create a repository
gitlink-cli repo +create -n my-project -d "Project description"
# Fork a repository
gitlink-cli repo +fork --owner Gitlink --repo forgeplus
```
### Issue Management
```bash
# List issues
gitlink-cli issue +list --owner Gitlink --repo forgeplus
# Create an issue
gitlink-cli issue +create --owner Gitlink --repo forgeplus -t "Bug: Login failed" -b "Steps to reproduce..."
# View an issue
gitlink-cli issue +view --owner Gitlink --repo forgeplus -i 123
# Close an issue
gitlink-cli issue +close --owner Gitlink --repo forgeplus -i 123
# Preview batch close without changing data
gitlink-cli issue +batch-close --owner Gitlink --repo forgeplus --numbers 123,124 --dry-run
# Batch close issues from a CSV file
gitlink-cli issue +batch-close --owner Gitlink --repo forgeplus --from issues.csv
# Add a comment
gitlink-cli issue +comment --owner Gitlink --repo forgeplus -i 123 -b "Fixed"
```
### Pull Requests
```bash
# List PRs
gitlink-cli pr +list --owner Gitlink --repo forgeplus
# Create a PR (same-repo branch)
gitlink-cli pr +create --owner Gitlink --repo forgeplus -t "feat: Search feature" --head feature/search --base master
# Create a PR (from a fork)
gitlink-cli pr +create --owner Gitlink --repo forgeplus -t "feat: New feature" --head your_username/forgeplus:feature/my-feature --base master
# View a PR
gitlink-cli pr +view --owner Gitlink --repo forgeplus -i 42
# Merge a PR
gitlink-cli pr +merge --owner Gitlink --repo forgeplus -i 42
# View changed files
gitlink-cli pr +files --owner Gitlink --repo forgeplus -i 42
```
### Branch Management
```bash
# List branches
gitlink-cli branch +list --owner Gitlink --repo forgeplus
# Create a branch
gitlink-cli branch +create --name feature/new-feature
# Delete a branch
gitlink-cli branch +delete --name feature/old-feature
# Protect a branch
gitlink-cli branch +protect --name main
# Remove branch protection
gitlink-cli branch +unprotect --name main
```
### Release Management
```bash
# List releases
gitlink-cli release +list --owner Gitlink --repo forgeplus
# Create a release
gitlink-cli release +create --owner Gitlink --repo forgeplus -t v1.0.0 -n "v1.0.0 Stable" -b "Changelog..."
# View a release
gitlink-cli release +view --owner Gitlink --repo forgeplus -i <version_id>
```
### CI/CD Operations
```bash
# List builds
gitlink-cli ci +list --owner Gitlink --repo forgeplus
# View build log
gitlink-cli ci +log --owner Gitlink --repo forgeplus -i <build_id>
# Restart a build
gitlink-cli ci +restart --owner Gitlink --repo forgeplus -i <build_id>
```
### Search
```bash
# Search repositories
gitlink-cli search +repos -k "machine learning"
# Search users
gitlink-cli search +users -k "zhangsan"
```
### Raw API
For endpoints not covered by shortcuts, use the Raw API directly:
```bash
# GET request
gitlink-cli api GET /users/me
# POST request
gitlink-cli api POST /Gitlink/forgeplus/issues --body '{"subject":"test","description":"..."}'
# With query parameters
gitlink-cli api GET /Gitlink/forgeplus/commits --query 'page=1&limit=5'
```
## Global Parameters
| Parameter | Description | Example |
|-----------|-------------|---------|
| `--owner` | Repository owner | `--owner Gitlink` |
| `--repo` | Repository name | `--repo forgeplus` |
| `--format` | Output format (json/table/yaml) | `--format json` |
| `--debug` | Enable debug output | `--debug` |
**Automatic context resolution:** When running inside a git repository, `--owner` and `--repo` are automatically resolved from `git remote origin`.
## Branch Conventions
gitlink-cli supports bidirectional code sync between GitHub and GitLink:
| Platform | Default Branch |
|----------|---------------|
| GitHub | `main` |
| GitLink | `master` |
**Push to GitLink from local:**
```bash
# Method 1: Use git command directly
git push gitlink main:master
# Method 2: Configure git remote
git config remote.gitlink.push refs/heads/main:refs/heads/master
git push gitlink
```
## AI Agent Skills
The `skills/` directory contains 12 Agent Skill files for AI-automated GitLink operations.
See [skills/README.md](skills/README.md) for details.
| Skill | Description |
|-------|-------------|
| `gitlink-shared` | Authentication, global parameters, safety rules, API notes |
| `gitlink-repo` | Repository operations (create, view, delete, fork, etc.) |
| `gitlink-issue` | Issue operations (create, update, close, comment, etc.) |
| `gitlink-pr` | Pull request operations (create, merge, review, etc.) |
| `gitlink-branch` | Branch management (create, delete, list, protect, unprotect) |
| `gitlink-release` | Release management (create, view, delete, etc.) |
| `gitlink-ci` | CI/CD operations (builds, logs, etc.) |
| `gitlink-search` | Search (repositories, users, etc.) |
| `gitlink-org` | Organization management (members, teams, etc.) |
| `gitlink-user` | User management (profile info, etc.) |
| `gitlink-pm` | Project management (sprints, kanban, weekly reports, etc.) |
| `gitlink-workflow` | AI-powered workflows (issue triage, PR review, release notes, etc.) |
## Project Structure
```
gitlink-cli/
├── README.md # 本文件
├── cmd/ # 入口层auth/api/config/version
├── shortcuts/ # 业务层19 命令模块 + workflow 工作流引擎)
├── internal/ # 基础层client/auth/config/output/context/errors
├── skills/ # 23 个 AI Agent Skill
├── showcase/ # 在线演示 DashboardGo 单二进制)
├── scripts/ # 脚本setup-skills.sh 等)
├── docs/ # 设计文档、API 参考
└── 提交材料/ # ★ 比赛提交材料(变更说明 + 演示录屏/截图)
├── 子赛题一-CLI能力/
├── 子赛题二-Skills/
├── 子赛题三-工作流/
└── 子赛题四-科研/
├── cmd/ # Cobra command definitions
│ ├── root.go # Root command + global flags
│ ├── auth/ # Authentication commands
│ ├── api/ # Raw API commands
│ ├── config/ # Configuration commands
│ └── cmdutil/ # Global utilities
├── internal/ # Internal packages
│ ├── auth/ # Login, token storage, transport
│ ├── client/ # HTTP client + pagination
│ ├── config/ # Config file management
│ ├── context/ # Git remote resolution
│ └── output/ # Envelope + formatter
├── shortcuts/ # Shortcut implementations
│ ├── common/ # Framework (types, runner)
│ ├── repo/ # Repository shortcuts
│ ├── issue/ # Issue shortcuts
│ ├── pr/ # PR shortcuts
│ ├── branch/ # Branch shortcuts
│ ├── release/ # Release shortcuts
│ ├── org/ # Organization shortcuts
│ ├── ci/ # CI shortcuts
│ ├── search/ # Search shortcuts
│ ├── user/ # User shortcuts
│ └── register.go # Registration entry point
├── skills/ # AI Agent Skills
│ ├── README.md # Skills guide
│ ├── gitlink-shared/ # Shared rules
│ ├── gitlink-repo/ # Repository skill
│ ├── gitlink-issue/ # Issue skill
│ ├── gitlink-pr/ # PR skill
│ ├── gitlink-pm/ # Project management skill
│ └── ...
├── doc/ # Design documents
│ ├── Design.md
│ ├── CODE_SYNC_STRATEGY_FINAL.md
│ └── ...
├── main.go
├── Makefile
├── go.mod
└── README.md
```
---
## Documentation
## 技术栈
- [Skills Guide](skills/README.md) — AI Agent Skills detailed documentation
- [Design Document](doc/design.md) — Architecture design and development plan
- **语言**Go 1.26子赛题一Markdown/Shell子赛题二三四
- **CLI 框架**spf13/cobra
- **密钥存储**zalando/go-keyringOS keychain + 文件 fallback
- **配置**gopkg.in/yaml.v3
- **CI/CD**GitLink DevOps建木引擎自动部署 + GitHub Actions 8 平台发版
## FAQ
---
### Q: How do I use gitlink-cli in scripts?
## 团队
Use the `GITLINK_TOKEN` environment variable + `--format json` for structured output:
| 成员 | 负责 |
|------|------|
| chroe | CLI 核心模块、Showcase、CI/CD、health/changelog/triage Skill、工作流引擎 |
| yetja | 批量操作、单元测试、license/repo/org Skill、工作流规则引擎 |
| caoweiqiong | file/member/watch/star 模块、review Skill、FreeBSD 支持 |
```bash
export GITLINK_TOKEN="your-private-token"
gitlink-cli repo +list --format json | jq '.data.projects[] | .name'
```
---
### Q: How does automatic owner/repo resolution work?
## 相关链接
When running inside a git repository, the CLI automatically resolves `--owner` and `--repo` from `git remote origin`:
- 上游仓库:<https://gitlink.org.cn/gitlink/gitlink-cli>
- 本项目Fork<https://gitlink.org.cn/chroe/gitlink-cli>
- 在线 Showcase<http://118.31.4.168:9090>
- Skills 开发指南:[`skills/README.md`](skills/README.md)
```bash
cd ~/my-gitlink-project
gitlink-cli issue +list # Automatically uses the current repository
```
### Q: What if my token expires?
Re-authenticate:
```bash
# Username/password login
gitlink-cli auth login
# Or use a private token (generate at GitLink web → Settings → Private Tokens)
gitlink-cli auth login --token
```
### Q: How do I use gitlink-cli in CI/CD or non-interactive environments (e.g. Trae sandbox)?
Set the `GITLINK_TOKEN` environment variable — no `auth login` needed:
```bash
export GITLINK_TOKEN="your-private-token"
gitlink-cli repo +list # Ready to use
gitlink-cli auth status # Shows "✓ Logged in via GITLINK_TOKEN environment variable"
```
Priority: `GITLINK_TOKEN` env var > keyring/file stored token. When the env var is not set, the original interactive login flow works as before.
### Q: What if npm installs successfully but `gitlink-cli` reports a missing binary?
Reinstall first:
```bash
npm install -g @gitlink-ai/cli
```
If the error persists, check whether the release page contains the asset for your platform, for example `gitlink-cli_<version>_windows_amd64.zip` on Windows x64. You can also download the binary manually from the release page or build from source with `go install .`.
### Q: Where are credentials stored on Windows?
gitlink-cli uses Windows Credential Manager for secure token storage. If Credential Manager is unavailable, it automatically falls back to file storage (`~/.config/gitlink-cli/credentials`).
### Q: Where can I find the full API reference?
See [skills/gitlink-shared/REFERENCE.md](skills/gitlink-shared/REFERENCE.md).
## License
[MulanPSL-2.0](https://license.coscl.org.cn/MulanPSL2)
> This line is for PR workflow testing, can be reverted after merge.

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# gitlink-cli
[![GitLink](https://img.shields.io/badge/GitLink-Gitlink%2Fgitlink--cli-green)](https://www.gitlink.org.cn/Gitlink/gitlink-cli)
[![License](https://img.shields.io/badge/License-MulanPSL--2.0-blue.svg)](https://license.coscl.org.cn/MulanPSL2)
[![Go Version](https://img.shields.io/badge/Go-1.26%2B-blue.svg)](https://golang.org)
[![npm version](https://img.shields.io/npm/v/@gitlink-ai/cli.svg)](https://www.npmjs.com/package/@gitlink-ai/cli)
[GitLink确实开源](https://www.gitlink.org.cn) 官方 CLI 工具 — 为人类和 AI Agent 双重设计。支持 **macOS、Linux、Windows**覆盖仓库管理、Issue 追踪、Pull Request、CI/CD 和 AI 自动化工作流,包含 40+ 命令和 11 个 AI Agent [Skills](./skills/)。
**[English](./README.md)**
[安装](#安装与快速上手) · [AI Agent Skills](#ai-agent-skills) · [认证](#配置与使用) · [命令](#使用示例) · [贡献](#相关项目)
## 为什么选择 gitlink-cli
- **Agent-Native 设计** — 开箱即用 11 个结构化 [Skills](./skills/),兼容 Claude Code — Agent 零配置即可操作 GitLink
- **广泛覆盖** — 仓库、Issue、PR、分支、Release、CI、组织、搜索、用户 — 核心功能全覆盖
- **AI 友好 & 优化** — 每条命令都经过真实 Agent 测试,简洁参数、智能默认值、结构化输出
- **跨平台** — macOS、Linux、Windows (x64/arm64) 全支持,`npm` 一条命令安装
- **开源零门槛** — 木兰宽松许可证第2版MulanPSL-2.0`npm install` 即用
- **3 分钟上手** — 交互式登录或 `GITLINK_TOKEN` 环境变量,从安装到首次 API 调用仅需 3 步
- **安全可控** — OS 原生 keychain 凭证存储,`GITLINK_TOKEN` 环境变量支持 CI/CD 和非交互环境,自动 git remote 上下文解析
- **三层架构** — Shortcuts人+AI友好→ Raw API全覆盖→ Config配置管理
## 功能一览
| 分类 | 能力 |
|------|------|
| 📦 仓库 | 列出、创建、Fork、删除仓库查看仓库信息 |
| 🐛 Issue | 创建、更新、关闭、批量关闭、评论 Issue |
| 🔀 PR | 创建、合并、Review Pull Request查看变更文件 |
| 🌿 分支 | 创建、删除、保护分支 |
| 🏷️ 发布 | 创建、查看、删除 Release |
| 🏢 组织 | 管理组织、成员、团队 |
| 🔧 CI | 查看构建、日志、CI/CD 操作 |
| 🔍 搜索 | 搜索仓库、用户 |
| 👤 用户 | 查看用户资料和信息 |
| 📋 项目管理 | Sprint 管理、看板、周报 |
| 🤖 工作流 | AI 驱动的 Issue 分类、PR Review、Release Notes |
## 安装与快速上手
### 前置条件
- Node.js 14+`npm`/`npx`)— 用于 npm 安装
- 支持平台macOS、Linux、Windowsx64/arm64
- Go 1.26+ — 仅从源码构建时需要
### 快速上手(人类用户)
> **AI 助手请注意:** 如果你是帮助用户安装的 AI Agent请直接跳到 [快速上手AI Agent](#快速上手ai-agent),其中包含你需要完成的所有步骤。
#### 安装
选择以下**任一**方式:
**方式 1 — 从 npm 安装(推荐):**
```bash
# 安装 CLI
npm install -g @gitlink-ai/cli
# 安装 CLI Skill必须全平台通用
gitlink-cli-install-skills
# 也可使用 npx 安装 Skill
npx skills add ccfos/gitlink-cli/skills -y -g
```
**方式 2 — 从源码构建:**
需要 Go 1.26+。
```bash
git clone https://www.gitlink.org.cn/Gitlink/gitlink-cli.git
cd gitlink-cli
make install
# 安装 CLI Skill必须
npx skills add ./skills -y -g
```
> **Windows 用户注意:** 请在 PowerShell 或 CMD 中运行 `npm install -g @gitlink-ai/cli`。从源码构建请使用 `go install .` 代替 `make install`
#### 配置与使用
```bash
# 1. 配置(首次使用,交互式引导)
gitlink-cli config init
# 2. 登录(任选其一)
gitlink-cli auth login # 用户名密码(推荐)
gitlink-cli auth login --token # 或粘贴私人令牌
export GITLINK_TOKEN="your-token" # 或设置环境变量(适用于 CI/CD、非交互环境
# 3. 开始使用
gitlink-cli repo +list
```
### 快速上手AI Agent
> 以下步骤面向 AI Agent。部分步骤需要用户在浏览器中完成操作。
**第 1 步 — 安装**
```bash
# 安装 CLI
npm install -g @gitlink-ai/cli
# 安装 CLI Skill必须全平台通用
gitlink-cli-install-skills
```
**第 2 步 — 配置**
```bash
gitlink-cli config init
```
**第 3 步 — 登录**
交互环境:
```bash
gitlink-cli auth login
```
非交互环境CI/CD、Trae 沙箱、MCP 等):
```bash
export GITLINK_TOKEN="your-private-token"
```
> 获取私人令牌GitLink 网页端 → 个人设置 → 私人令牌。
**第 4 步 — 验证**
```bash
gitlink-cli user +me
```
## 使用示例
### 仓库操作
```bash
# 列出仓库
gitlink-cli repo +list
# 查看仓库信息
gitlink-cli repo +info --owner Gitlink --repo forgeplus
# 创建仓库
gitlink-cli repo +create -n my-project -d "项目描述"
# Fork 仓库
gitlink-cli repo +fork --owner Gitlink --repo forgeplus
```
### Issue 管理
```bash
# 列出 Issue
gitlink-cli issue +list --owner Gitlink --repo forgeplus
# 创建 Issue
gitlink-cli issue +create --owner Gitlink --repo forgeplus -t "Bug: 登录失败" -b "复现步骤..."
# 查看 Issue
gitlink-cli issue +view --owner Gitlink --repo forgeplus -i 123
# 关闭 Issue
gitlink-cli issue +close --owner Gitlink --repo forgeplus -i 123
# 预览批量关闭,不修改数据
gitlink-cli issue +batch-close --owner Gitlink --repo forgeplus --numbers 123,124 --dry-run
# 从 CSV 文件批量关闭 Issue
gitlink-cli issue +batch-close --owner Gitlink --repo forgeplus --from issues.csv
# 添加评论
gitlink-cli issue +comment --owner Gitlink --repo forgeplus -i 123 -b "已修复"
```
### Pull Request
```bash
# 列出 PR
gitlink-cli pr +list --owner Gitlink --repo forgeplus
# 创建 PR同仓库分支
gitlink-cli pr +create --owner Gitlink --repo forgeplus -t "feat: 搜索功能" --head feature/search --base master
# 创建 PR从 Fork 仓库)
gitlink-cli pr +create --owner Gitlink --repo forgeplus -t "feat: 新功能" --head your_username/forgeplus:feature/my-feature --base master
# 查看 PR
gitlink-cli pr +view --owner Gitlink --repo forgeplus -i 42
# 合并 PR
gitlink-cli pr +merge --owner Gitlink --repo forgeplus -i 42
# 查看 PR 变更文件
gitlink-cli pr +files --owner Gitlink --repo forgeplus -i 42
```
### 发布管理
```bash
# 列出 Release
gitlink-cli release +list --owner Gitlink --repo forgeplus
# 创建 Release
gitlink-cli release +create --owner Gitlink --repo forgeplus -t v1.0.0 -n "v1.0.0 正式版" -b "更新内容..."
# 查看 Release
gitlink-cli release +view --owner Gitlink --repo forgeplus -i <version_id>
```
### 搜索
```bash
# 搜索仓库
gitlink-cli search +repos -k "machine learning"
# 搜索用户
gitlink-cli search +users -k "zhangsan"
```
### Raw API
Shortcuts 未覆盖的接口可通过 Raw API 直接调用:
```bash
# GET 请求
gitlink-cli api GET /users/me
# POST 请求
gitlink-cli api POST /Gitlink/forgeplus/issues --body '{"subject":"test","description":"..."}'
# 带查询参数
gitlink-cli api GET /Gitlink/forgeplus/commits --query 'page=1&limit=5'
```
## 全局参数
| 参数 | 说明 | 示例 |
|------|------|------|
| `--owner` | 仓库所有者 | `--owner Gitlink` |
| `--repo` | 仓库名称 | `--repo forgeplus` |
| `--format` | 输出格式json/table/yaml | `--format json` |
| `--debug` | 启用调试输出 | `--debug` |
**自动上下文解析**:在 git 仓库目录下,`--owner` 和 `--repo` 会自动从 `git remote origin` 解析。
## 分支约定
gitlink-cli 支持 GitHub 和 GitLink 的代码双向同步:
| 平台 | 主分支 |
|------|--------|
| GitHub | `main` |
| GitLink | `master` |
**本地 push 到 GitLink**
```bash
# 方式 1使用 git 命令
git push gitlink main:master
# 方式 2配置 git remote
git config remote.gitlink.push refs/heads/main:refs/heads/master
git push gitlink
```
## AI Agent Skills
`skills/` 目录包含 11 个 Claude Code Agent Skill 文件,支持 AI 自动化操作 GitLink 平台。
详见 [skills/README.md](skills/README.md)
| Skill | 说明 |
|-------|------|
| `gitlink-shared` | 认证、全局参数、安全规则、API 注意事项 |
| `gitlink-repo` | 仓库操作创建、查看、删除、Fork 等) |
| `gitlink-issue` | Issue 操作(创建、更新、关闭、评论等) |
| `gitlink-pr` | Pull Request 操作创建、合并、Review 等) |
| `gitlink-release` | 发布管理(创建、查看、删除等) |
| `gitlink-org` | 组织管理(成员、团队等) |
| `gitlink-ci` | CI/CD 操作(构建、日志等) |
| `gitlink-search` | 搜索功能(仓库、用户等) |
| `gitlink-user` | 用户管理(个人信息等) |
| `gitlink-pm` | 项目管理Sprint、看板、周报等 |
| `gitlink-workflow` | AI 自动化工作流Issue 分类、PR Review、Release Notes 等) |
## 项目结构
```
gitlink-cli/
├── cmd/ # Cobra 命令定义
│ ├── root.go # 根命令 + 全局 flags
│ ├── auth/ # 认证命令
│ ├── api/ # Raw API 命令
│ ├── config/ # 配置命令
│ └── cmdutil/ # 全局工具
├── internal/ # 内部包
│ ├── auth/ # 登录、Token 存储、Transport
│ ├── client/ # HTTP 客户端 + 分页
│ ├── config/ # 配置文件管理
│ ├── context/ # git remote 解析
│ └── output/ # Envelope + Formatter
├── shortcuts/ # Shortcut 实现
│ ├── common/ # 框架types, runner
│ ├── repo/ # 仓库 shortcuts
│ ├── issue/ # Issue shortcuts
│ ├── pr/ # PR shortcuts
│ ├── branch/ # 分支 shortcuts
│ ├── release/ # Release shortcuts
│ ├── org/ # 组织 shortcuts
│ ├── ci/ # CI shortcuts
│ ├── search/ # 搜索 shortcuts
│ ├── user/ # 用户 shortcuts
│ └── register.go # 注册入口
├── skills/ # AI Agent Skills
│ ├── README.md # Skills 使用指南
│ ├── gitlink-shared/ # 共享规则
│ ├── gitlink-repo/ # 仓库 Skill
│ ├── gitlink-issue/ # Issue Skill
│ ├── gitlink-pr/ # PR Skill
│ ├── gitlink-pm/ # 项目管理 Skill
│ └── ...
├── doc/ # 设计文档
│ ├── Design.md
│ ├── CODE_SYNC_STRATEGY_FINAL.md
│ └── ...
├── main.go
├── Makefile
├── go.mod
└── README.md
```
## 文档
- [Skills 使用指南](skills/README.md) — AI Agent Skills 详细说明
- [设计文档](doc/design.md) — 架构设计和开发计划
## 常见问题
### Q: 如何在脚本中使用 gitlink-cli
使用 `GITLINK_TOKEN` 环境变量 + `--format json` 获取结构化输出:
```bash
export GITLINK_TOKEN="your-private-token"
gitlink-cli repo +list --format json | jq '.data.projects[] | .name'
```
### Q: 如何自动解析 owner/repo
在 git 仓库目录下运行命令CLI 会自动从 `git remote origin` 解析:
```bash
cd ~/my-gitlink-project
gitlink-cli issue +list # 自动使用当前仓库
```
### Q: Token 过期了怎么办?
重新登录:
```bash
# 用户名密码登录
gitlink-cli auth login
# 或使用私人令牌(在 GitLink 网页端 个人设置 → 私人令牌 中生成)
gitlink-cli auth login --token
```
### Q: 如何在 CI/CD 或非交互环境Trae 沙箱等)中使用?
设置 `GITLINK_TOKEN` 环境变量即可,无需 `auth login`
```bash
export GITLINK_TOKEN="your-private-token"
gitlink-cli repo +list # 直接可用
gitlink-cli auth status # 显示 "✓ Logged in via GITLINK_TOKEN environment variable"
```
Token 优先级:`GITLINK_TOKEN` 环境变量 > keyring/文件存储的 token。不设置环境变量时完全兼容原有交互式登录。
### Q: npm 安装成功但 `gitlink-cli` 提示缺少二进制怎么办?
先尝试重新安装:
```bash
npm install -g @gitlink-ai/cli
```
如果仍然失败,请检查 Release 页面是否包含当前平台的资产,例如 Windows x64 对应 `gitlink-cli_<version>_windows_amd64.zip`。也可以从 Release 页面手动下载二进制,或使用 `go install .` 从源码构建。
### Q: Windows 上凭证存储在哪里?
gitlink-cli 使用 Windows Credential Manager 安全存储 Token。如果 Credential Manager 不可用,会自动降级到文件存储(`~/.config/gitlink-cli/credentials`)。
### Q: 如何查看完整的 API 参考?
查看 [skills/gitlink-shared/REFERENCE.md](skills/gitlink-shared/REFERENCE.md)
## 许可证
[MulanPSL-2.0](https://license.coscl.org.cn/MulanPSL2)

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# gitlink-cli 新增功能使用指南
> 任务B — file / member / watch / star 四大模块15 个新命令
---
## 一、file — 仓库文件操作
### file +list — 列出仓库文件
```bash
gitlink-cli file +list --owner <owner> --repo <repo> [--ref <分支>] [--search <关键词>]
```
| 参数 | 必需 | 说明 |
|------|------|------|
| `--owner` | 否* | 仓库拥有者 |
| `--repo` | 否* | 仓库名 |
| `--ref`, `-r` | 否 | 分支/标签/commit SHA |
| `--search`, `-s` | 否 | 搜索关键词 |
\* 在 git 仓库目录下运行时自动解析,无需手动指定
**示例:**
```bash
# 列出根目录文件
gitlink-cli file +list --owner chroe --repo gitlink-cli
# 列出 dev 分支的文件
gitlink-cli file +list --owner chroe --repo gitlink-cli --ref dev
# 搜索包含 "test" 的文件
gitlink-cli file +list --owner chroe --repo gitlink-cli --search test
```
### file +tree — 查看文件树
```bash
gitlink-cli file +tree --owner <owner> --repo <repo> [--sha <分支>] [--recursive] [--page <n>] [--limit <n>]
```
| 参数 | 必需 | 说明 |
|------|------|------|
| `--sha`, `-s` | 否 | 分支/标签/commit默认 `master` |
| `--recursive` | 否 | 递归展开所有子目录(`true`/`false` |
| `--page`, `-p` | 否 | 页码,默认 `1` |
| `--limit`, `-l` | 否 | 每页条数,默认 `20` |
**示例:**
```bash
# 默认 tree 输出table 格式)
gitlink-cli file +tree --owner chroe --repo gitlink-cli --sha master
# 递归列出所有文件JSON 格式)
gitlink-cli file +tree --owner chroe --repo gitlink-cli --sha master --recursive true --format json
```
### file +get — 查看文件/目录内容
```bash
gitlink-cli file +get --owner <owner> --repo <repo> --path <路径> [--ref <分支>]
```
| 参数 | 必需 | 说明 |
|------|------|------|
| `--path`, `-p` | **是** | 文件或目录路径 |
| `--ref`, `-r` | 否 | 分支/标签/commit默认 `master` |
**示例:**
```bash
# 查看 README.md 内容
gitlink-cli file +get --owner chroe --repo gitlink-cli --path README.md
# 查看 src 目录的子条目
gitlink-cli file +get --owner chroe --repo gitlink-cli --path src
# 查看 dev 分支上的文件
gitlink-cli file +get --owner chroe --repo gitlink-cli --path main.go --ref dev
```
### file +create — 新建文件
```bash
gitlink-cli file +create --owner <owner> --repo <repo> --path <路径> --content <内容> --message <提交信息> [--branch <分支>]
```
| 参数 | 必需 | 说明 |
|------|------|------|
| `--path`, `-p` | **是** | 文件路径(含文件名) |
| `--content`, `-c` | **是** | 文件内容(明文,自动 Base64 编码) |
| `--message`, `-m` | **是** | Git 提交信息 |
| `--branch`, `-b` | 否 | 目标分支,默认 `master` |
**示例:**
```bash
gitlink-cli file +create \
--owner caoweiqiong --repo Aether \
--path docs/readme.txt \
--content "Hello GitLink!" \
--message "添加文档" \
--branch master
```
### file +delete — 删除文件
```bash
gitlink-cli file +delete --owner <owner> --repo <repo> --path <路径> --sha <BlobSHA> --message <提交信息> [--branch <分支>]
```
| 参数 | 必需 | 说明 |
|------|------|------|
| `--path`, `-p` | **是** | 要删除的文件路径 |
| `--sha`, `-s` | **是** | 文件的 blob SHA`file +list` 获取) |
| `--message`, `-m` | **是** | Git 提交信息 |
| `--branch`, `-b` | 否 | 目标分支,默认 `master` |
**示例:**
```bash
# 先列出文件获取 SHA
gitlink-cli file +list --owner caoweiqiong --repo Aether
# 然后删除指定文件
gitlink-cli file +delete \
--owner caoweiqiong --repo Aether \
--path docs/old.txt \
--sha abc123def456 \
--message "删除过期文档"
```
---
## 二、member — 项目成员管理
### member +list — 列出成员
```bash
gitlink-cli member +list --owner <owner> --repo <repo> [--keyword <搜索>]
```
| 参数 | 必需 | 说明 |
|------|------|------|
| `--keyword`, `-k` | 否 | 按用户名搜索成员 |
**示例:**
```bash
gitlink-cli member +list --owner chroe --repo gitlink-cli --format table
# 搜索特定成员
gitlink-cli member +list --owner chroe --repo gitlink-cli --keyword caoweiqiong
```
输出示例:
```
id login role_name
-- ----- ---------
149027 chroe Manager
141645 caoweiqiong Developer
148915 yetja Developer
```
### member +add — 添加成员
```bash
gitlink-cli member +add --owner <owner> --repo <repo> --user-id <数字ID>
```
| 参数 | 必需 | 说明 |
|------|------|------|
| `--user-id`, `-u` | **是** | 用户的数字 ID`user +info` 获取) |
**示例:**
```bash
# 先查到目标用户的 user_id
gitlink-cli user +info --login zhangsan
# 然后添加
gitlink-cli member +add --owner caoweiqiong --repo Aether --user-id 123456
```
### member +remove — 移除成员
```bash
gitlink-cli member +remove --owner <owner> --repo <repo> --user-id <数字ID>
```
**示例:**
```bash
gitlink-cli member +remove --owner caoweiqiong --repo Aether --user-id 123456
```
### member +update — 修改成员角色
```bash
gitlink-cli member +update --owner <owner> --repo <repo> --user-id <数字ID> --role <角色>
```
| 参数 | 必需 | 说明 |
|------|------|------|
| `--user-id`, `-u` | **是** | 用户数字 ID |
| `--role`, `-r` | **是** | 三种角色之一:`Manager` / `Developer` / `Reporter` |
**示例:**
```bash
gitlink-cli member +update --owner caoweiqiong --repo Aether --user-id 123456 --role Developer
```
---
## 三、watch — 关注仓库
### watch +watch — 关注仓库
```bash
gitlink-cli watch +watch --owner <owner> --repo <repo>
```
无需手动传 project-id命令内部自动解析。
**示例:**
```bash
gitlink-cli watch +watch --owner chroe --repo gitlink-cli
# → 返回 {"watched": true}
```
### watch +unwatch — 取消关注
```bash
gitlink-cli watch +unwatch --owner <owner> --repo <repo>
```
**示例:**
```bash
gitlink-cli watch +unwatch --owner chroe --repo gitlink-cli
# → 返回 {"watched": false}
```
### watch +watchers — 查看关注者列表
```bash
gitlink-cli watch +watchers --owner <owner> --repo <repo>
```
**示例:**
```bash
gitlink-cli watch +watchers --owner chroe --repo gitlink-cli --format table
```
---
## 四、star — 点赞仓库
### star +star — 点赞仓库
```bash
gitlink-cli star +star --owner <owner> --repo <repo>
```
无需手动传 project-id命令内部自动解析。
**示例:**
```bash
gitlink-cli star +star --owner chroe --repo gitlink-cli
```
### star +unstar — 取消点赞
```bash
gitlink-cli star +unstar --owner <owner> --repo <repo>
```
**示例:**
```bash
gitlink-cli star +unstar --owner chroe --repo gitlink-cli
```
### star +stars — 查看点赞者列表
```bash
gitlink-cli star +stars --owner <owner> --repo <repo>
```
**示例:**
```bash
gitlink-cli star +stars --owner chroe --repo gitlink-cli --format table
```
---
## 全局参数
所有命令都支持以下全局参数:
| 参数 | 说明 | 示例 |
|------|------|------|
| `--owner` | 仓库拥有者git 目录下自动解析) | `--owner chroe` |
| `--repo` | 仓库名git 目录下自动解析) | `--repo gitlink-cli` |
| `--format` | 输出格式:`json` / `table` / `yaml` | `--format table` |
| `--debug` | 开启调试输出 | `--debug` |
## 使用技巧
1. **利用自动解析**:在 git 克隆的目录下直接运行,无需写 `--owner``--repo`
```bash
cd my-project
gitlink-cli file +list # 自动识别当前仓库
gitlink-cli member +list # 同上
```
2. **JSON 输出用于脚本**
```bash
gitlink-cli file +tree --owner chroe --repo gitlink-cli --sha master --format json | jq '.data.entries[] | .name'
```
3. **file 创建自动 Base64**:传 `--content` 时直接写明文,命令会自动转为 Base64不用自己编码。
4. **watch/star 透明化**`watch` 和 `star` 命令会自动查 project-id你只需关心 owner/repo与其他命令体验一致。

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@ -0,0 +1,14 @@
package main
import (
"fmt"
"github.com/gitlink-org/gitlink-cli/internal/config"
)
func main() {
cfg, _ := config.Load()
fmt.Printf("BaseURL: [%s]\n", cfg.BaseURL)
fmt.Printf("len: %d\n", len(cfg.BaseURL))
path := "/v1/chroe/gitlink-cli/issues/1"
fmt.Printf("fullURL: [%s]\n", cfg.BaseURL + path)
}

View File

@ -1,846 +0,0 @@
# gitlink-spark Implementation Plan
> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
**Goal:** Build a `gitlink-spark` Skill + runnable `spark.py` that mines "literature↔code semantic gaps" across arXiv × GitLink × GitHub and outputs an opportunity report with optional fork+issue kickoff.
**Architecture:** `scripts/spark.py` is a standalone data-fusion script (fetches real data → JSON). `SKILL.md` orchestrates an LLM that reads the JSON, semantically matches two gap types (theory-no-impl / demand-no-solution) with evidence triples, renders an opportunity report, and optionally forks+issues to kickoff. Pure functions are unit-tested; the live GNN run is integration validation.
**Tech Stack:** Python 3.11 stdlib only (urllib, subprocess, xml.etree, json, argparse) — no pip deps. gitlink-cli. arXiv Atom API + GitHub Search REST.
**Source of truth:** `docs/superpowers/specs/2026-07-01-gitlink-spark-design.md` (read it first).
---
## Environment & Gotchas (engineer must know)
- **Branch:** on `feat/gitlink-research-fair` (spark is 子任务四第二部分, shares PR #5). Commit only your own files; leave pre-existing `D README_TASKB.md` / `D gitlink-cli.exe` / `?? dist/` / `?? _edge_prescription/` untouched.
- **Encoding:** all python that touches Chinese gitlink-cli output MUST run with `PYTHONUTF8=1 PYTHONIOENCODING=utf-8`. Never inline Chinese in `python -c` — write a `.py` file.
- **arXiv must be HTTPS** (`https://export.arxiv.org`); plain HTTP is sandbox-blocked (returns 0 bytes).
- **GitHub unauthenticated = 10 req/min**`fetch_github_count` sleeps ~7s between calls. Set `GITHUB_TOKEN` env to raise to 5000/h. Cache by query key.
- **`gitlink-cli search +issues` returns HTML (broken)** — never use it. Use per-repo `gitlink-cli issue +list --owner X --repo Y --state open` (returns JSON).
- **`--repo` uses identifier** (ASCII slug), not Chinese display name.
- **No `pip install`** — spark.py uses stdlib only. Tests run via `python test_spark.py` (assert-based, no pytest).
---
## File Structure
| File | Responsibility |
|------|----------------|
| `skills/gitlink-spark/scripts/spark.py` | Standalone data fusion: arXiv + gitlink-cli + GitHub → JSON on stdout. Pure parsers + network fetchers + main() |
| `skills/gitlink-spark/scripts/test_spark.py` | Assert-based unit tests for pure parsers (parse_arxiv_atom, parse_github_search, extract_method_keywords) |
| `skills/gitlink-spark/SKILL.md` | 4-stage orchestration, gap taxonomy, GitHub threshold rule, report template, kickoff guardrails, error table |
| `skills/gitlink-spark/REFERENCE.md` | Gap taxonomy detail, GitHub tiers, LLM prompt template, data-source findings, honesty caveats |
| `skills/gitlink-spark/examples/spark-图神经网络.md` | Real GNN run: 2-3 gap cards + kickoff screenshot |
| `skills/README.md` | Add gitlink-spark row |
| `skills/gitlink-workflow/SKILL.md` | Optional cross-link |
---
## Task 1: Scaffold SKILL.md (frontmatter + CRITICAL + pipeline + command interface)
**Files:**
- Create: `skills/gitlink-spark/SKILL.md`
- [ ] **Step 1: Create SKILL.md with frontmatter, CRITICAL headers, 概述, 命令接口, 4-stage pipeline**
Content (exact):
```markdown
---
name: gitlink-spark
version: 1.0.0
description: "文献-代码语义缺口挖掘机:给一个研究领域,跨 arXiv × GitLink × GitHub 三源挖'有理论无实现/有需求无解答'语义缺口,输出空白学术机会报告,可一键 fork+issue 起跑。当用户需要找研究点、发现论文-代码空白、科研选题启发时触发。"
metadata:
requires:
bins: ["gitlink-cli"]
cliHelp: "python skills/gitlink-spark/scripts/spark.py --help"
---
# gitlink-spark文献-代码语义缺口挖掘机)
**CRITICAL — 开始前必须先阅读 [`../gitlink-shared/SKILL.md`](../gitlink-shared/SKILL.md),其中包含认证、权限处理和 API 注意事项。**
**CRITICAL — 缺口由 LLM 揨断,但每条必须带实证三件套(论文 id / GitLink 查询+命中数 / GitHub total_count无实证的缺口必须丢弃。**
**CRITICAL — 起跑fork+issue默认预览确认绝不自动 merge、绝不 force-push、绝不碰原仓库。**
**CRITICAL — GitLink 操作只能用 `gitlink-cli`。禁止用 `gh`。**
> **前置条件:** 先阅读 [`../gitlink-shared/SKILL.md`](../gitlink-shared/SKILL.md)缺口分类法、GitHub 阈值、LLM prompt 模板见 [`REFERENCE.md`](REFERENCE.md)。
## 概述
给一个研究领域,跨 **arXiv学术× GitLink中文生态× GitHub全球** 三源挖两类语义缺口,输出**空白学术机会报告**。`scripts/spark.py` 抓真实数据JSONLLM 做语义匹配并附实证三件套。与 `gitlink-research-fair`(评估已有)组成"科研辅助双联装"——本 skill 负责**发现空白**。
## 命令接口
数据融合脚本(可独立运行):
```bash
python skills/gitlink-spark/scripts/spark.py --field "图神经网络" [--max-papers 10] [--gap-type both|theory|demand] [--github-token $GITHUB_TOKEN]
# → stdout: 融合 JSON {papers, gitlink_repos, gitlink_issues, github_counts}
```
skill 约定参数(非 CLI flag
| 参数 | 默认 | 说明 |
|------|------|------|
| `--field` | 必填 | 研究领域 |
| `--gap-type` | `both` | `theory` / `demand` / `both` |
| `--max-papers` | 10 | arXiv 抓取上限(控 GitHub 调用) |
| `--auto` | 关 | 跳过预览直接起跑(仍受护栏) |
| `--no-fork` | 关 | 只出报告,不起跑 |
## 管道4 阶段)
### ① 学术采
`spark.py` 调 arXiv HTTPS API 抓领域近 90 天论文(标题/摘要/arxiv id/方法关键词)
### ② GitLink 采
`spark.py``gitlink-cli search +repos` 抓领域仓库;对每个仓库 `issue +list --state open` 抓 open issue**不用 search +issues**,它返回 HTML
### ③ 全球对照
`spark.py` 调 GitHub Search API 对每个论文方法查 `total_count` + Top3 仓库(限流+缓存)
### ④ 缺口匹配LLM+ 报告 + 起跑
读 spark.py 的 JSON → 语义匹配两类缺口(每张带实证三件套)→ 渲染机会报告 → 可选 fork+issue 起跑
```
- [ ] **Step 2: Verify**
Run: `head -30 skills/gitlink-spark/SKILL.md | grep -c -e "name: gitlink-spark" -e "description:" -e "CRITICAL" -e "管道4 阶段)"`
Expected: `6`
- [ ] **Step 3: Commit**
```bash
git add skills/gitlink-spark/SKILL.md
git commit -m "feat(spark): scaffold SKILL.mdfrontmatter+CRITICAL+4阶段管道"
```
---
## Task 2: SKILL.md — gap taxonomy + evidence triples + GitHub thresholds + report + guardrails
**Files:**
- Modify: `skills/gitlink-spark/SKILL.md` (append after 管道)
- [ ] **Step 1: Append gap taxonomy, thresholds, report template, kickoff, error table**
Append (exact):
```markdown
## 两类缺口 + 实证三件套(信服核心)
每张缺口卡**必须**带齐三件套,否则丢弃(防 LLM 编造):
### 类型 A有理论无实现paper → code gap
- **三件套**:① 论文 arxiv id + 标题 + 发表日期 ② GitLink 搜索查询串 + 命中数0/极少) ③ GitHub total_count + Top 仓库
- LLM 判定:论文提出方法 MGitLink 实现 0/极少GitHub 按下方阈值分级
### 类型 B有需求无解答open issue → applied gap
- **三件套**:① issue URL + 主题 + 讨论人数/状态 ② GitLink 无现成实现解此痛点 ③ GitHub 是否有成熟开源解
- 降噪LLM 只挑"研究性痛点"(性能/可扩展/新场景),排除"安装报错"等使用问题
## GitHub 全球对照阈值(诚实核心,硬需求)
防止"GitLink 0 ≠ 全球空白"误导。对每个"理论无实现"候选按 GitHub total_count 分级:
| GitHub total_count | 分级 | 报告行为 |
|--------------------|------|----------|
| `< 10` | 全球稀缺(真空白) | 报为高价值缺口 |
| `1050` | 新兴(部分空白) | 报为中等缺口("GitLink 空白,全球新兴" |
| `≥ 50` | 全球已成熟 | **不报为空白**,列入"✅ 已诚实排除" |
宁可少报,不误报机会。
## 机会报告格式hero
````markdown
⚡ **gitlink-spark 机会报告:<field>**
学术采arXiv 近 90 天 N 篇 GitLink 仓库 M 个 GitHub 全球基线已对照
生成时间YYYY-MM-DD
### 🧩 缺口 1 · 有理论无实现 [全球稀缺·高价值]
**论文**[arxiv:<id>] "<title>" (<date>)
**方法关键词**<...>
**GitLink**search "<query>" → **0 命中**(查询串留底)
**GitHub 全球**total_count = **N**Top: <repo> <stars>⭐)→ 稀缺
**机会建议**<LLM 一句话>
**起跑**[按钮] fork 基准 <repo> → 创建 issue 粘论文伪代码
### 🧩 缺口 2 · 有需求无解答 [应用机会]
**Issue**<repo>#<n> "<subject>"N 人讨论, open
**痛点**<LLM 归纳>
**GitLink / GitHub**:均无成熟解
**机会建议**<LLM 一句话>
### ✅ 已诚实排除(非空白)
- 论文 YGitLink 虽 0但 GitHub 已 N 个 → 全球已成熟,不报
---
<!-- gitlink-spark v1 | field:<field> | gaps:<N> | date:<YYYY-MM-DD> -->
*由 gitlink-spark skill 生成。*
````
## 起跑动作 + 护栏
选定一张"理论无实现"缺口卡 → 确认 →
1. `gitlink-cli repo +fork` 最近基准GitHub Top 仓库或 GitLink 最近实现)
2. LLM 从 arXiv 论文抓 Algorithm/Pseudocode 节
3. `gitlink-cli issue +create` 在 fork 建复现 todo issuebody 粘伪代码 + 报告卡摘要)
**护栏**:默认预览;`--auto` 跳过但**永不 force-push、永不碰原仓库、永不自动 merge**`--no-fork` 只出报告。
## 错误处理与降级
| 情况 | 处理 |
|------|------|
| arXiv 空/超时 | HTTPS 重试;仍空降级用既有论文 |
| `search +issues` 返回 HTML | 不用,改逐仓库 `issue +list` |
| GitHub 未认证限流(10/min) | spark.py sleep ~7s建议设 `GITHUB_TOKEN` |
| GitHub 查询失败 | 该论文标"对照失败",不进缺口判定 |
| OpenAlex 503 | 跳过引用富集 |
| LLM 缺口无三件套 | 置信度门控丢弃 |
| fork/issue 起跑失败 | 输出 fork 目标 + 伪代码文本供手动起跑 |
```
- [ ] **Step 2: Verify**
Run: `grep -c -e "三件套" -e "GitHub total_count" -e "已诚实排除" -e "起跑动作" skills/gitlink-spark/SKILL.md`
Expected: `4`
- [ ] **Step 3: Commit**
```bash
git add skills/gitlink-spark/SKILL.md
git commit -m "feat(spark): SKILL 缺口分类法+GitHub阈值+报告模板+起跑护栏+降级"
```
---
## Task 3: spark.py — parse_arxiv_atom + test (TDD)
**Files:**
- Create: `skills/gitlink-spark/scripts/spark.py`
- Create: `skills/gitlink-spark/scripts/test_spark.py`
- [ ] **Step 1: Write the failing test**
`test_spark.py` (exact):
```python
# -*- coding: utf-8 -*-
"""Assert-based unit tests for spark.py pure parsers. Run: python test_spark.py"""
import sys, os
sys.path.insert(0, os.path.dirname(__file__))
from spark import parse_arxiv_atom, parse_github_search, extract_method_keywords
SAMPLE_ARXIV = """<?xml version="1.0" encoding="UTF-8"?>
<feed xmlns="http://www.w3.org/2005/Atom">
<entry>
<id>http://arxiv.org/abs/2403.12345v1</id>
<title>Graph Attention Networks with Sparse Transformers</title>
<summary>We propose a new graph attention mechanism using sparse attention.</summary>
<published>2024-03-15T00:00:00Z</published>
</entry>
<entry>
<id>http://arxiv.org/abs/2404.99999v2</id>
<title>Federated Learning on Heterogeneous Graphs</title>
<summary>A federated approach for heterogeneous graph neural networks.</summary>
<published>2024-04-20T00:00:00Z</published>
</entry>
</feed>"""
def test_parse_arxiv_atom():
papers = parse_arxiv_atom(SAMPLE_ARXIV)
assert len(papers) == 2, f"expected 2 papers, got {len(papers)}"
assert papers[0]["arxiv_id"] == "2403.12345v1", papers[0]["arxiv_id"]
assert "Graph Attention" in papers[0]["title"]
assert papers[0]["published"] == "2024-03-15"
assert "sparse" in papers[0]["abstract"].lower()
print("test_parse_arxiv_atom OK")
def test_parse_github_search():
import json as _j
sample = _j.dumps({"total_count": 1543, "items": [{"full_name": "a/b", "stargazers_count": 3534}]})
res = parse_github_search(sample)
assert res["total_count"] == 1543
assert res["top"][0]["full_name"] == "a/b"
assert res["top"][0]["stars"] == 3534
print("test_parse_github_search OK")
def test_extract_method_keywords():
kws = extract_method_keywords("Graph Attention Networks", "We propose a sparse attention mechanism for graphs.", max_k=5)
assert "graph" in kws and "attention" in kws
assert "propose" not in kws # 'propose' is in the stop set, filtered out
print("test_extract_method_keywords OK")
if __name__ == "__main__":
test_parse_arxiv_atom()
test_parse_github_search()
test_extract_method_keywords()
print("ALL TESTS PASSED")
```
- [ ] **Step 2: Run test to verify it fails**
Run: `cd skills/gitlink-spark/scripts && python test_spark.py`
Expected: FAIL with `ModuleNotFoundError: No module named 'spark'`
- [ ] **Step 3: Write minimal spark.py with parse_arxiv_atom (+ stubs for the other two so import works)**
`spark.py` (exact):
```python
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""gitlink-spark data fusion: arXiv x GitLink x GitHub -> JSON on stdout. Stdlib only."""
import argparse, json, os, sys, time, subprocess, urllib.request, urllib.parse, re
from xml.etree import ElementTree as ET
ARXIV_ENDPOINT = "https://export.arxiv.org/api/query"
GITHUB_ENDPOINT = "https://api.github.com/search/repositories"
_NS = {"a": "http://www.w3.org/2005/Atom"}
def parse_arxiv_atom(xml_text):
"""Parse arXiv Atom feed -> list of {arxiv_id, title, abstract, published}."""
root = ET.fromstring(xml_text)
papers = []
for e in root.findall("a:entry", _NS):
aid = (e.find("a:id", _NS).text or "").strip().split("/")[-1]
title = re.sub(r"\s+", " ", (e.find("a:title", _NS).text or "").strip())
summary = re.sub(r"\s+", " ", (e.find("a:summary", _NS).text or "").strip())
pub = (e.find("a:published", _NS).text or "")[:10]
papers.append({"arxiv_id": aid, "title": title, "abstract": summary, "published": pub})
return papers
def parse_github_search(json_text):
return {"total_count": 0, "top": []} # stub — implemented in Task 4
def extract_method_keywords(title, abstract, max_k=5):
return [] # stub — implemented in Task 4
def main():
pass # implemented in Task 7
if __name__ == "__main__":
main()
```
- [ ] **Step 4: Run test — arxiv test passes, others fail on stubs**
Run: `cd skills/gitlink-spark/scripts && python test_spark.py`
Expected: `test_parse_arxiv_atom OK`, then FAIL on `test_parse_github_search` (top[0] index error on empty). This confirms arxiv parser works; stubs next.
- [ ] **Step 5: Commit**
```bash
git add skills/gitlink-spark/scripts/spark.py skills/gitlink-spark/scripts/test_spark.py
git commit -m "feat(spark): spark.py parse_arxiv_atom + testTDD"
```
---
## Task 4: spark.py — parse_github_search + extract_method_keywords (real impl)
**Files:**
- Modify: `skills/gitlink-spark/scripts/spark.py` (replace the two stubs)
- [ ] **Step 1: Replace the two stub functions with real implementations**
Replace `def parse_github_search(json_text): ...` and `def extract_method_keywords(...): ...` with:
```python
def parse_github_search(json_text):
"""Parse GitHub search JSON -> {total_count, top:[{full_name, stars}]}."""
d = json.loads(json_text)
return {
"total_count": d.get("total_count", 0),
"top": [{"full_name": r.get("full_name"), "stars": r.get("stargazers_count")}
for r in (d.get("items") or [])[:3]],
}
def extract_method_keywords(title, abstract, max_k=5):
"""Crude keyword extraction for GitHub/arXiv query."""
text = (title + " " + abstract).lower()
stop = {"the", "a", "an", "of", "for", "and", "to", "in", "on", "with", "via",
"based", "using", "by", "from", "as", "is", "are", "we", "our", "this",
"that", "propose", "proposed", "paper", "method", "approach", "novel", "new"}
tokens = re.findall(r"[a-z][a-z0-9-]+", text)
seen = set(); out = []
for t in tokens:
if t in stop or len(t) < 3 or t in seen:
continue
seen.add(t); out.append(t)
if len(out) >= max_k:
break
return out
```
- [ ] **Step 2: Run all tests — expect ALL PASS**
Run: `cd skills/gitlink-spark/scripts && python test_spark.py`
Expected: `ALL TESTS PASSED` (all 3 tests)
- [ ] **Step 3: Commit**
```bash
git add skills/gitlink-spark/scripts/spark.py
git commit -m "feat(spark): parse_github_search + extract_method_keywords 实现3 测试全过)"
```
---
## Task 5: spark.py — fetch_arxiv (network)
**Files:**
- Modify: `skills/gitlink-spark/scripts/spark.py` (add fetch_arxiv before main)
- [ ] **Step 1: Add fetch_arxiv**
Insert before `def main()`:
```python
def fetch_arxiv(field, max_papers=10):
"""Search arXiv (HTTPS) for recent papers in field. Returns list of paper dicts."""
q = urllib.parse.quote(f'abs:"{field}"')
url = (f"{ARXIV_ENDPOINT}?search_query={q}&max_results={max_papers}"
f"&sortBy=submittedDate&sortOrder=descending")
with urllib.request.urlopen(url, timeout=30) as r:
papers = parse_arxiv_atom(r.read().decode("utf-8", "replace"))
for p in papers:
p["method_keywords"] = extract_method_keywords(p["title"], p["abstract"])
return papers
```
- [ ] **Step 2: Smoke test fetch_arxiv (live network)**
Run:
```bash
cd skills/gitlink-spark/scripts && PYTHONUTF8=1 python -c "
from spark import fetch_arxiv
ps = fetch_arxiv('graph neural network', max_papers=2)
assert len(ps) >= 1, 'no papers'
p = ps[0]
assert p['arxiv_id'] and p['title'] and p['published']
assert isinstance(p['method_keywords'], list)
print('OK', p['arxiv_id'], '|', p['title'][:50])
"
```
Expected: `OK 2504.xxxxx | <recent GNN paper title>` (a real recent arxiv id). If 0 bytes, confirm HTTPS (not HTTP).
- [ ] **Step 3: Commit**
```bash
git add skills/gitlink-spark/scripts/spark.py
git commit -m "feat(spark): fetch_arxivarXiv HTTPS 网络层)"
```
---
## Task 6: spark.py — fetch_gitlink_repos + fetch_gitlink_issues
**Files:**
- Modify: `skills/gitlink-spark/scripts/spark.py`
- [ ] **Step 1: Add _gitlink helper + the two fetchers**
Insert before `def main()`:
```python
def _gitlink(*args):
"""Run gitlink-cli with json output; return parsed dict (UTF-8 safe)."""
r = subprocess.run(["gitlink-cli"] + list(args) + ["--format", "json"],
capture_output=True, text=True, encoding="utf-8",
errors="replace", timeout=60)
raw = r.stdout
i = raw.find("{")
return json.loads(raw[i:]) if i >= 0 else {}
def fetch_gitlink_repos(field):
"""gitlink-cli search +repos -> list of {owner, repo(identifier), name, desc, topics}."""
d = _gitlink("search", "+repos", "-k", field)
projs = d.get("data", {}).get("projects", []) or []
out = []
for p in projs:
out.append({
"owner": (p.get("author") or {}).get("login"),
"repo": p.get("identifier"),
"name": p.get("name"),
"desc": p.get("description"),
"topics": [t.get("name") if isinstance(t, dict) else t for t in (p.get("topics") or [])],
})
return out
def fetch_gitlink_issues(repos, max_per_repo=10):
"""Per-repo issue +list (open) -> list of {repo, number, subject, status, participants}.
Works around search +issues returning HTML."""
out = []
for r in repos:
if not (r.get("owner") and r.get("repo")):
continue
d = _gitlink("issue", "+list", "--owner", r["owner"], "--repo", r["repo"], "--state", "open")
data = d.get("data", {}) or {}
issues = data.get("issues") or []
for it in issues[:max_per_repo]:
st = (it.get("status") or {})
if st.get("name") == "关闭":
continue
out.append({
"repo": f'{r["owner"]}/{r["repo"]}',
"number": it.get("project_issues_index") or it.get("number"),
"subject": it.get("subject"),
"status": st.get("name"),
"participants": it.get("participants_count") or 0,
})
return out
```
- [ ] **Step 2: Smoke test (live)**
Run:
```bash
cd skills/gitlink-spark/scripts && PYTHONUTF8=1 PYTHONIOENCODING=utf-8 python -c "
from spark import fetch_gitlink_repos, fetch_gitlink_issues
repos = fetch_gitlink_repos('图神经网络')
print('repos:', len(repos))
if repos: print(' sample:', repos[0]['owner'], '/', repos[0]['repo'])
iss = fetch_gitlink_issues(repos[:2])
print('issues(from first 2 repos):', len(iss))
"
```
Expected: `repos: N` (N≥1, includes GraphGallery-class), `issues: M`. If `repos: 0`, the field keyword missed — retry with `'graph neural'`. If issues JSON parse fails, inspect gitlink-cli `issue +list` structure and adapt field names.
- [ ] **Step 3: Commit**
```bash
git add skills/gitlink-spark/scripts/spark.py
git commit -m "feat(spark): fetch_gitlink_repos + fetch_gitlink_issues逐仓库绕开 search+issues HTML"
```
---
## Task 7: spark.py — fetch_github_count + main() + end-to-end smoke
**Files:**
- Modify: `skills/gitlink-spark/scripts/spark.py`
- [ ] **Step 1: Add fetch_github_count (cache+throttle) and implement main()**
Replace `def main(): pass` and add fetch_github_count before it:
```python
_GH_CACHE = {}
def fetch_github_count(query, token=None, throttle=True):
"""GitHub search total_count + top3 for a query. Caches + throttles (10/min unauth)."""
if query in _GH_CACHE:
return _GH_CACHE[query]
url = f"{GITHUB_ENDPOINT}?q={urllib.parse.quote(query)}&per_page=3&sort=stars"
req = urllib.request.Request(url, headers={"Accept": "application/vnd.github+json",
"User-Agent": "gitlink-spark/1.0"})
if token:
req.add_header("Authorization", f"Bearer {token}")
try:
with urllib.request.urlopen(req, timeout=25) as r:
res = parse_github_search(r.read().decode("utf-8", "replace"))
except Exception as e:
res = {"total_count": None, "top": [], "error": str(e)[:80]}
if throttle and not token:
time.sleep(7) # unauthenticated = 10 req/min
_GH_CACHE[query] = res
return res
def main():
ap = argparse.ArgumentParser(description="gitlink-spark data fusion")
ap.add_argument("--field", required=True)
ap.add_argument("--max-papers", type=int, default=10)
ap.add_argument("--gap-type", default="both", choices=["both", "theory", "demand"])
ap.add_argument("--github-token", default=os.environ.get("GITHUB_TOKEN"))
args = ap.parse_args()
papers = fetch_arxiv(args.field, args.max_papers)
grepos = fetch_gitlink_repos(args.field)
gissues = fetch_gitlink_issues(grepos) if args.gap_type in ("both", "demand") else []
gh_counts = {}
if args.gap_type in ("both", "theory"):
for p in papers:
q = p["title"][:60] # primary query = paper title (truncated)
gh_counts[q] = fetch_github_count(q, args.github_token)
out = {
"field": args.field,
"papers": papers,
"gitlink_repos": grepos,
"gitlink_issues": gissues,
"github_counts": gh_counts,
}
json.dump(out, sys.stdout, ensure_ascii=False, indent=2)
sys.stdout.write("\n")
```
- [ ] **Step 2: End-to-end smoke (tiny, live)**
Run:
```bash
cd skills/gitlink-spark/scripts && PYTHONUTF8=1 PYTHONIOENCODING=utf-8 python spark.py --field "graph neural network" --max-papers 3 --gap-type theory > _smoke.json 2>&1
PYTHONUTF8=1 python -c "
import json
d=json.load(open('_smoke.json',encoding='utf-8'))
print('field:', d['field'])
print('papers:', len(d['papers']), '| gitlink_repos:', len(d['gitlink_repos']))
print('github_counts keys:', len(d['github_counts']))
g=d['github_counts']
for k,v in list(g.items())[:1]: print(' sample gh:', k[:30], '-> total', v.get('total_count'))
"
rm -f _smoke.json
```
Expected: papers=3, gitlink_repos≥1, github_counts has 3 entries with real total_count ints. Takes ~25s (3 GitHub calls × 7s throttle). If GitHub 403 rate-limit, set `GITHUB_TOKEN` env or wait 60s.
- [ ] **Step 3: Re-run unit tests (regression)**
Run: `cd skills/gitlink-spark/scripts && python test_spark.py`
Expected: `ALL TESTS PASSED`
- [ ] **Step 4: Commit**
```bash
git add skills/gitlink-spark/scripts/spark.py
git commit -m "feat(spark): fetch_github_count + main() 编排 → JSON端到端 smoke 通过)"
```
---
## Task 8: REFERENCE.md — gap taxonomy detail + GitHub tiers + LLM prompt + data sources
**Files:**
- Create: `skills/gitlink-spark/REFERENCE.md`
- [ ] **Step 1: Create REFERENCE.md**
Content (exact):
```markdown
# gitlink-spark 参考文档
> SKILL.md 的深度参考缺口分类细则、GitHub 阈值、LLM prompt 模板、数据源实测、诚实边界。
## 一、缺口分类法细则
### 类型 A 有理论无实现
- 输入arXiv 论文方法 Mtitle + method_keywords
- GitLink 侧:`search +repos -k <M>` 命中数0 或极少,如 ≤2
- GitHub 侧:`total_count`(按 §二阈值分级)
- 判定为"缺口"条件GitLink ≤2 **且** GitHub < 50全球稀缺或新兴
### 类型 B 有需求无解答
- 输入:领域仓库的 open issue`issue +list`,排除关闭)
- LLM 筛"研究性痛点":含性能/可扩展性/新场景/新数据集,排除安装报错/使用咨询
- 判定GitLink 无现成实现解此痛点 **且** GitHub 无成熟开源方案
## 二、GitHub 全球对照阈值
| total_count | 分级 | 报告 |
|---|---|---|
| < 10 | 全球稀缺 | 高价值缺口 |
| 1050 | 新兴 | 中等缺口 |
| ≥ 50 | 已成熟 | **不报为空白**,列入"已诚实排除" |
spark.py 缓存 GitHub 结果(按 query key避免重复调用。
## 三、LLM 缺口匹配 prompt 模板
```
你是科研机会发现助手。下面是 spark.py 抓取的真实数据JSON
请跨"arXiv 论文 × GitLink 仓库/issues × GitHub 全球计数"找出语义缺口,输出机会报告。
规则:
1. 只输出可溯源到下列数据的缺口;每张缺口卡带"实证三件套"。
2. 类型A理论无实现论文 M 的 GitLink 命中≤2 且 GitHub total_count<50 才报
GitHub ≥50 的论文列入"已诚实排除",不报为空白。
3. 类型B需求无解答只挑研究性痛点 issue排除使用/安装类。
4. 每张卡给一句"机会建议"(主观),但证据必须客观可查。
5. 宁可少报,不误报。
数据:
{spark.py 的 JSON}
```
## 四、数据源实测结论2026-07-01
| 源 | 状态 | 备注 |
|---|---|---|
| arXiv API | ✅ 必须 HTTPS | HTTP 被沙箱阻断返回 0 字节 |
| gitlink-cli search +repos | ✅ | 用 identifier/关键词 |
| gitlink-cli issue +list | ✅ | 逐仓库,绕开 search+issues |
| gitlink-cli search +issues | ❌ 返回 HTML | 不可用,勿用 |
| GitHub Search API | ✅ | 未认证 10/minGITHUB_TOKEN 提额 |
| OpenAlex | ⚠ 间歇 503 | best-effort 富集,降级跳过 |
## 五、诚实边界
1. **GitLink 覆盖薄**:缺口卡明确标 "GitLink 0 / GitHub N"GitHub ≥50 不报为空白。
2. LLM 缺口必须可溯源实证三件套,否则丢弃。
3. arXiv 仅覆盖 CS/物理等,报告标注学科范围。
4. GitHub 未认证 10/minspark.py sleep 7s + 缓存;建议 demo 设 GITHUB_TOKEN。
5. "机会建议"为主观启发,标注"需研究者自行判断"。
```
- [ ] **Step 2: Verify**
Run: `grep -c -e "类型 A 有理论无实现" -e "GitHub ≥50 不报为空白" -e "search +issues.*HTML" -e "LLM 缺口匹配 prompt" skills/gitlink-spark/REFERENCE.md`
Expected: `4`
- [ ] **Step 3: Commit**
```bash
git add skills/gitlink-spark/REFERENCE.md
git commit -m "feat(spark): REFERENCE缺口分类法+GitHub阈值+LLM prompt+数据源实测)"
```
---
## Task 9: Live GNN run — produce 2-3 gap cards + ≥1 kickoff
**Files:**
- (no committed code; produces real data feeding Task 10's examples doc)
- [ ] **Step 1: Run spark.py on GNN (full)**
```bash
cd skills/gitlink-spark/scripts
PYTHONUTF8=1 PYTHONIOENCODING=utf-8 python spark.py --field "graph neural network" --max-papers 8 --gap-type both > _gnn.json 2>&1
PYTHONUTF8=1 python -c "
import json
d=json.load(open('_gnn.json',encoding='utf-8'))
print('papers:',len(d['papers']),'| repos:',len(d['gitlink_repos']),'| issues:',len(d['gitlink_issues']))
# 列出 GitHub 稀缺(<10) 的论文 = 理论缺口候选
for p in d['papers']:
q=p['title'][:60]; gh=d['github_counts'].get(q,{})
tc=gh.get('total_count')
if tc is not None and tc < 10:
print(' THEORY gap cand:', p['arxiv_id'], '|', p['title'][:45], '| GitHub', tc)
"
```
Expected: papers=8, repos≥1, and ≥1 THEORY gap candidate (GitHub <10). Note the candidate arxiv_ids + GitHub counts. Keep `_gnn.json` for the examples doc.
- [ ] **Step 2: LLM-match gap cards from _gnn.json**
Following REFERENCE §三 prompt, produce the opportunity report from `_gnn.json`:
- ≥1 "理论无实现" gap card (from Step 1 candidates) — with evidence triple
- ≥1 "需求无解答" gap card (from gitlink_issues, if any research-pain issue; if issues empty/none research-y, note honestly and lean on theory gaps + lower the demand bar OR widen field keyword)
- ≥1 "已诚实排除" entry (a paper with GitHub ≥50)
Save the report text (will go into Task 10 examples). If no demand-side issue exists, be honest: report 2 theory gaps + 1 排除, note demand-side sparse for GNN on GitLink.
- [ ] **Step 3: Kickoff (fork + issue) on ONE theory gap**
Pick the best theory gap (GitHub <10). Fork its GitHub top repo's nearest GitLink equivalent OR the GitHub top repo isn't forkable via gitlink-cli (cross-platform) instead: if a GitLink baseline exists, `gitlink-cli repo +fork` it; else create a todo issue on an existing GitLink GNN repo (e.g. GraphGallery) describing the reproduction plan with the paper's pseudocode.
```bash
# 若有 GitLink 基准仓库fork 它;否则在 leejt/GraphGallery 开个复现 todo issue
gitlink-cli issue +create --owner leejt --repo GraphGallery \
--title "Reproduction todo: <paper title> (gitlink-spark 机会)" \
--body "<论文 arxiv 链接 + Algorithm 伪代码摘要 + 机会报告卡>"
```
Capture the issue URL/number. If write fails (no permission on leejt/GraphGallery), fall back: create the issue on your own fork (fork first) OR output the todo text for manual creation. Note the actual outcome.
- [ ] **Step 4: No commit (data-gathering)** — proceed to Task 10.
---
## Task 10: examples/spark-图神经网络.md — real walkthrough
**Files:**
- Create: `skills/gitlink-spark/examples/spark-图神经网络.md`
- [ ] **Step 1: Write the real walkthrough using Task 9 outputs**
Content skeleton (fill with REAL data from `_gnn.json` + Task 9 report/kickoff — no placeholders):
```markdown
# 示例gitlink-spark GNN 缺口挖掘(真实数据)
> 基于 `spark.py --field "graph neural network" --max-papers 8` 于 2026-07-XX 实跑。
## 数据采集(真实)
- arXiv 论文N 篇(近 90 天)
- GitLink 仓库M 个(含 <列举>
- GitLink open issuesK 条
- GitHub 全球对照8 个查询
## 机会报告(真实全文)
< Task 9 §2 的报告全文 1 理论缺口 + 1 排除每张带实证三件套>
## 起跑(真实)
<fork/issue 链接或降级说明>
## 关键结论
- 三源融合真实可跑
- GitHub 阈值生效≥50 不报为空白)
- 每条缺口可溯源到 spark.py JSON
```
- [ ] **Step 2: Verify no placeholders**
Run: `grep -E "TBD|TODO|<论文|<列举|<贴 Task" skills/gitlink-spark/examples/spark-图神经网络.md`
Expected: no matches. If any, fill from Task 9 outputs.
- [ ] **Step 3: Clean temp + commit**
```bash
rm -f skills/gitlink-spark/scripts/_gnn.json
git add skills/gitlink-spark/examples/spark-图神经网络.md
git commit -m "feat(spark): examples GNN 真实走查2-3缺口卡+起跑)"
```
---
## Task 11: README + workflow link + register + acceptance
**Files:**
- Modify: `skills/README.md`
- Modify: `skills/gitlink-workflow/SKILL.md`
- [ ] **Step 1: Register the skill**
Run: `bash scripts/setup-skills.sh` then `ls ~/.claude/skills/ | grep gitlink-spark`
Expected: `gitlink-spark` listed.
- [ ] **Step 2: Add README row**
In `skills/README.md` 智能 Skills table, after the gitlink-research-fair row add:
```markdown
| **gitlink-spark** | 文献-代码语义缺口挖掘机 | arXiv×GitLink×GitHub 三源挖"理论无实现/需求无解答"缺口,出机会报告,一键 fork+issue 起跑 |
```
Verify: `grep -c gitlink-spark skills/README.md``≥1`.
- [ ] **Step 3: workflow cross-link**
In `skills/gitlink-workflow/SKILL.md` 专项 Skill list, add:
```markdown
> - 科研机会发现(缺口挖掘) → [`../gitlink-spark/SKILL.md`](../gitlink-spark/SKILL.md)
```
- [ ] **Step 4: Acceptance (spec §15)**
Verify:
- [ ] 四件套齐全SKILL.md + spark.py + REFERENCE.md + examples/
- [ ] `python spark.py --field 图神经网络` 输出合法 JSON
- [ ] GNN 跑出 ≥1 理论 + ≥1 demand或诚实标注 demand 稀疏)缺口卡,三件套可查
- [ ] GitHub 阈值生效≥1 "已诚实排除"
- [ ] ≥1 理论缺口走完起跑
- [ ] 每条缺口可溯源 spark.py JSON
- [ ] REFERENCE 含分类法+数据源实测+诚实边界
- [ ] README 登记
- [ ] **Step 5: Commit + push (updates PR #5)**
```bash
git add skills/README.md skills/gitlink-workflow/SKILL.md
git commit -m "docs(spark): README 登记 + workflow 链接 + 注册"
git push myfork feat/gitlink-research-fair
```

View File

@ -1,759 +0,0 @@
# gitlink-research-fair v2 Implementation Plan
> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
**Goal:** Upgrade `gitlink-research-fair` from "5-axis FAIR card" to **科研软件 X 光 (Research Software X-Ray)** — a runnable `fair.py` extracts a real research profile (paper/datasets/repro/citation), LLM renders a varied per-repo report (verdict line + real Mermaid knowledge graph + repo-specific findings) with optional prescription.
**Architecture:** `scripts/fair.py` = stdlib-only deterministic extractor (README regex + file scan → research-profile JSON). `SKILL.md` orchestrates the LLM: 4-dimension verdicts (each citing fair.py evidence) → real knowledge graph → hybrid report → optional fork+PR prescription. Pure extractors are unit-tested; Feature_Critic + Edge live runs are integration validation.
**Tech Stack:** Python 3.11 stdlib only (argparse/json/subprocess/re). gitlink-cli (file +get/+list, repo +info, commit +list). Mermaid for the graph.
**Source of truth:** `docs/superpowers/specs/2026-07-07-gitlink-research-fair-v2-design.md` (read it first).
---
## Environment & Gotchas (engineer must know)
- **Branch:** `feat/gitlink-research-fair` (v2 升级与 v1/spark 同 PR #5). Commit only your own files; leave pre-existing `D README_TASKB.md` / `D gitlink-cli.exe` / `?? dist/` / `?? _edge_prescription/` / `?? report-cards/` untouched.
- **Encoding:** python touching gitlink-cli output MUST run `PYTHONUTF8=1 PYTHONIOENCODING=utf-8`. Never inline Chinese in `python -c` — write a `.py` file.
- **`file +list` returns `data` as a stringified JSON** → `json.loads` it (known structure, see Task 3).
- **`file +get` content lives at `data.entries.content`** (plain text, not base64).
- **`--repo` uses identifier** (ASCII slug, e.g. `Feature_Critic`), not Chinese display name.
- **stdlib only** — no pip. Tests run via `python test_fair.py` (assert-based, no pytest).
- **v1 to remove:** the old `examples/research-fair-workflow.md` (songhui18 v1 report card) is replaced by v2 examples (Task 8 `git rm`s it).
---
## File Structure
| File | Responsibility |
|------|----------------|
| `skills/gitlink-research-fair/scripts/fair.py` | Stdlib extractor: README regex + file scan → research-profile JSON. Pure extractors + gitlink-cli fetchers + main() |
| `skills/gitlink-research-fair/scripts/test_fair.py` | Assert-based unit tests for pure extractors (extract_paper, extract_datasets, assess_repro, assess_citation, extract_methods_frameworks) |
| `skills/gitlink-research-fair/SKILL.md` | REWRITE: X-ray pipeline, 4-dim verdict table, hybrid report template, real KG section, prescription guardrails, degradation table |
| `skills/gitlink-research-fair/REFERENCE.md` | REWRITE: 4-dim verdict rules, real KG schema, extraction rules, data-source findings, FAIR4RS anchor |
| `skills/gitlink-research-fair/examples/feature-critic-xray.md` | Real Feature_Critic X-ray (live-demo script) |
| `skills/gitlink-research-fair/examples/edge-xray.md` | Real Edge X-ray (engine-class contrast: license-conflict finding) |
| `skills/README.md` + `skills/gitlink-workflow/SKILL.md` | Update fair description → "科研软件 X 光" |
---
## Task 1: fair.py — extract_paper + extract_datasets + tests (TDD)
**Files:**
- Create: `skills/gitlink-research-fair/scripts/fair.py`
- Create: `skills/gitlink-research-fair/scripts/test_fair.py`
- [ ] **Step 1: Write the failing test**
`test_fair.py` (exact):
```python
# -*- coding: utf-8 -*-
"""Assert-based unit tests for fair.py pure extractors. Run: python test_fair.py"""
import sys, os
sys.path.insert(0, os.path.dirname(__file__))
from fair import extract_paper, extract_datasets, assess_repro, assess_citation, extract_methods_frameworks
SAMPLE_README = """# Feature_Critic
Demo code for 'Feature-Critic Networks for Heterogeneous Domain Generalisation'.
This paper is located at https://arxiv.org/abs/1901.11448 and will appear in ICML 2019.
Evaluated on PACS and Visual Decathlon.
@inproceedings{li2019feature,
title={Feature-Critic Networks},
booktitle={ICML}}
"""
SAMPLE_FILES = ["README.md", "main_Feature_Critic.py", "main_baseline.py", "model_PACS.py",
"alexnet.py", "resnet.py", "vggnet.py", "data_gen_PACS.py", "get_model_dataset.sh", "utils.py"]
def test_extract_paper():
p = extract_paper(SAMPLE_README)
assert p["arxiv_id"] == "1901.11448", p["arxiv_id"]
assert p["arxiv_url"] == "https://arxiv.org/abs/1901.11448"
assert p["venue"] == "ICML"
assert p["in_readme"] is True
print("test_extract_paper OK")
def test_extract_paper_none():
p = extract_paper("# Hello\nA normal project with no paper.")
assert p["in_readme"] in (False, True) # title-only may set in_readme; arxiv must be None
assert p["arxiv_id"] is None
print("test_extract_paper_none OK")
def test_extract_datasets():
ds = extract_datasets(SAMPLE_README, SAMPLE_FILES)
names = [d["name"] for d in ds]
assert "PACS" in names and "Visual Decathlon" in names
pacs = [d for d in ds if d["name"] == "PACS"][0]
assert pacs["download_script"] and "data_gen_PACS.py" in pacs["download_script"]
print("test_extract_datasets OK")
if __name__ == "__main__":
test_extract_paper(); test_extract_paper_none(); test_extract_datasets()
print("PART 1 OK (run all after Task 2)")
```
- [ ] **Step 2: Run test to verify it fails**
Run: `cd skills/gitlink-research-fair/scripts && python test_fair.py`
Expected: FAIL with `ModuleNotFoundError: No module named 'fair'`
- [ ] **Step 3: Write fair.py with extract_paper + extract_datasets (+ stubs for Task 2 functions so import works)**
`fair.py` (exact):
```python
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""gitlink-research-fair v2: research software X-ray. Extract a research profile from a GitLink repo. Stdlib only."""
import argparse, json, os, sys, subprocess, re
_ARXIV_PATS = [
r'https?://arxiv\.org/(?:abs|pdf)/(\d{4}\.\d{4,5})',
r'arXiv:(\d{4}\.\d{4,5})',
r'\b(\d{4}\.\d{4,5})\b',
]
_DOI_PAT = r'10\.\d{4,9}/\S+'
_VENUES = ["ICML", "NeurIPS", "NIPS", "ICLR", "CVPR", "ICCV", "ECCV", "ACL", "EMNLP",
"NAACL", "KDD", "WWW", "AAAI", "IJCAI", "SIGGRAPH", "Nature", "Science"]
_KNOWN_DATASETS = ["Visual Decathlon", "PACS", "ImageNet", "CIFAR-10", "CIFAR-100", "CIFAR",
"Cora", "Citeseer", "Pubmed", "MNIST", "COCO", "QM9", "ZINC", "OGB", "ogbn",
"Wikipedia", "PPI", "Reddit", "Amazon", "Yelp", "MUTAG"]
def extract_paper(readme):
"""Extract paper provenance (arxiv/doi/title/venue) from README text."""
if not readme:
return {"in_readme": False, "arxiv_id": None, "arxiv_url": None, "doi": None,
"title": None, "authors": [], "venue": None}
arxiv_id = arxiv_url = None
for pat in _ARXIV_PATS:
m = re.search(pat, readme)
if m:
arxiv_id = m.group(1); arxiv_url = f"https://arxiv.org/abs/{m.group(1)}"; break
doi = None
m = re.search(_DOI_PAT, readme)
if m:
doi = m.group(0).rstrip(").,;]")
venue = None
for v in _VENUES:
if re.search(rf"\b{re.escape(v)}\b", readme):
venue = v; break
title = None
m2 = (re.search(r"[Cc]ode (?:for|of)\s+'([^']+)'", readme)
or re.search(r'[Cc]ode (?:for|of)\s+"([^"]+)"', readme)
or re.search(r"^\s*#\s+(.+)$", readme, re.M))
if m2:
title = m2.group(1).strip()
return {"in_readme": bool(arxiv_id or doi or title), "arxiv_id": arxiv_id,
"arxiv_url": arxiv_url, "doi": doi, "title": title, "authors": [], "venue": venue}
def extract_datasets(readme, files):
"""Identify referenced datasets (known-name match + data scripts)."""
text = readme or ""
found = []
for ds in _KNOWN_DATASETS:
if re.search(rf"\b{re.escape(ds)}\b", text, re.I):
found.append(ds)
scripts = [f for f in files if any(k in (f or "").lower()
for k in ["data_gen", "get_data", "download", "prepare_data", "data_load"])]
return [{"name": ds, "evidence": "mentioned in README",
"download_script": scripts[:2] or None, "license": None} for ds in found]
def assess_repro(files, readme): # implemented in Task 2
return {"deps_files": [], "deps_pinned": False, "entry_points": [], "expected_results": False, "env_spec": False}
def assess_citation(files, readme): # implemented in Task 2
return {"cff": False, "codemeta": False, "zenodo": False, "readme_bibtex": None}
def extract_methods_frameworks(files, readme): # implemented in Task 2
return {"methods": [], "frameworks": []}
def main(): # implemented in Task 3
pass
if __name__ == "__main__":
main()
```
- [ ] **Step 4: Run test to verify Task-1 tests pass**
Run: `cd skills/gitlink-research-fair/scripts && python test_fair.py`
Expected: `test_extract_paper OK` / `test_extract_paper_none OK` / `test_extract_datasets OK` / `PART 1 OK`
- [ ] **Step 5: Commit**
```bash
git add skills/gitlink-research-fair/scripts/fair.py skills/gitlink-research-fair/scripts/test_fair.py
git commit -m "feat(fair-v2): fair.py extract_paper + extract_datasets + testTDD"
```
---
## Task 2: fair.py — assess_repro + assess_citation + extract_methods_frameworks (real impl + tests)
**Files:**
- Modify: `skills/gitlink-research-fair/scripts/fair.py` (replace the 3 stubs)
- Modify: `skills/gitlink-research-fair/scripts/test_fair.py` (add tests)
- [ ] **Step 1: Add tests for the 3 functions**
Append to `test_fair.py` (before the `if __name__` block):
```python
def test_assess_repro():
files = ["README.md", "main_Feature_Critic.py", "requirements.txt", "model_PACS.py"]
r = assess_repro(files, SAMPLE_README)
assert "requirements.txt" in r["deps_files"]
assert r["deps_pinned"] is True
assert "main_Feature_Critic.py" in r["entry_points"]
assert r["expected_results"] is False # SAMPLE_README has no accuracy/results table
print("test_assess_repro OK")
def test_assess_citation():
c = assess_citation(SAMPLE_FILES, SAMPLE_README)
assert c["cff"] is False and c["codemeta"] is False
assert c["readme_bibtex"] and "@inproceedings" in c["readme_bibtex"]
print("test_assess_citation OK")
def test_extract_methods_frameworks():
mf = extract_methods_frameworks(SAMPLE_FILES, SAMPLE_README)
assert "domain generalisation" in mf["methods"], mf["methods"] # SAMPLE_README 提到 Domain Generalisation
assert isinstance(mf["frameworks"], list)
print("test_extract_methods_frameworks OK")
```
And replace the `if __name__ == "__main__":` block with:
```python
if __name__ == "__main__":
test_extract_paper(); test_extract_paper_none(); test_extract_datasets()
test_assess_repro(); test_assess_citation(); test_extract_methods_frameworks()
print("ALL TESTS PASSED")
```
- [ ] **Step 2: Run test to verify the 3 new ones fail**
Run: `cd skills/gitlink-research-fair/scripts && python test_fair.py`
Expected: `test_assess_repro OK` may print then FAIL on assert (stubs return empty deps_files → `"requirements.txt" in []` is False → assert fails). Confirms stubs need replacing.
- [ ] **Step 3: Replace the 3 stubs with real implementations**
Replace `def assess_repro(...) ...` / `def assess_citation(...) ...` / `def extract_methods_frameworks(...) ...` with:
```python
def assess_repro(files, readme):
"""Static reproducibility readiness: deps + entry + env + expected results."""
name_set = {(f or "") for f in files}
deps_candidates = ["requirements.txt", "environment.yml", "go.mod", "package.json",
"Dockerfile", "setup.py", "pyproject.toml"]
deps_files = [f for f in deps_candidates if f in name_set]
entry_points = sorted([f for f in name_set if re.match(r"(main|train|run|demo)_?\w*\.py$", f, re.I)])
env_spec = any(f in ("Dockerfile", "environment.yml") for f in deps_files)
expected = bool(re.search(r"(accuracy|f1\b|bleu|rouge|results?\s*(table|in section)|table\s*\d)",
readme or "", re.I))
return {"deps_files": deps_files, "deps_pinned": bool(deps_files),
"entry_points": entry_points[:5], "expected_results": expected, "env_spec": env_spec}
def assess_citation(files, readme):
"""Citation readiness: CITATION.cff / codemeta / zenodo + README bibtex."""
name_set = {(f or "") for f in files}
m = re.search(r"@(inproceedings|article|misc|book)\{[^}]+\}", readme or "", re.S | re.I)
return {"cff": "CITATION.cff" in name_set,
"codemeta": "codemeta.json" in name_set,
"zenodo": ".zenodo.json" in name_set,
"readme_bibtex": (m.group(0)[:200] if m else None)}
def extract_methods_frameworks(files, readme):
"""Infer methods + frameworks from filenames + README."""
text = " ".join(files) + " " + (readme or "")
frameworks = []
if re.search(r"\b(torch|pytorch|nn\.module)\b", text, re.I): frameworks.append("PyTorch")
if re.search(r"\b(tensorflow|tf\.|keras)\b", text, re.I): frameworks.append("TensorFlow")
if re.search(r"\b(jax|flax|haiku)\b", text, re.I): frameworks.append("JAX")
if re.search(r"\b(sklearn|scikit-learn)\b", text, re.I): frameworks.append("scikit-learn")
methods = []
for kw in ["attention", "transformer", "contrastive", "meta-learning", "federated",
"graph", "convolution", "resnet", "gan", "diffusion", "reinforcement",
"domain generalisation", "domain generalization"]:
if re.search(rf"\b{kw}", text, re.I):
methods.append(kw)
return {"methods": methods[:6],
"frameworks": frameworks or ["unknown (infer from filenames; verify imports)"]}
```
- [ ] **Step 4: Run all tests — expect ALL PASS**
Run: `cd skills/gitlink-research-fair/scripts && python test_fair.py`
Expected: `ALL TESTS PASSED` (6 tests)
- [ ] **Step 5: Commit**
```bash
git add skills/gitlink-research-fair/scripts/fair.py skills/gitlink-research-fair/scripts/test_fair.py
git commit -m "feat(fair-v2): assess_repro + assess_citation + extract_methods_frameworks6 测试全过)"
```
---
## Task 3: fair.py — gitlink-cli fetchers + main + end-to-end smoke
**Files:**
- Modify: `skills/gitlink-research-fair/scripts/fair.py` (add network layer + replace main stub)
- [ ] **Step 1: Add gitlink-cli fetchers + implement main()**
Insert before `def main():` and replace the `def main(): pass` stub:
```python
def _gitlink(*args):
"""Run gitlink-cli with json output; return parsed dict (UTF-8 safe)."""
r = subprocess.run(["gitlink-cli"] + list(args) + ["--format", "json"],
capture_output=True, text=True, encoding="utf-8", errors="replace", timeout=60)
raw = r.stdout
i = raw.find("{")
return json.loads(raw[i:]) if i >= 0 else {}
def fetch_readme(owner, repo):
d = _gitlink("file", "+get", "--owner", owner, "--repo", repo, "--path", "README.md")
ent = (d.get("data", {}) or {}).get("entries", {}) or {}
return ent.get("content", "") if isinstance(ent, dict) else ""
def fetch_file_list(owner, repo):
d = _gitlink("file", "+list", "--owner", owner, "--repo", repo)
fd = d.get("data", "[]")
if isinstance(fd, str):
fd = json.loads(fd)
return [f.get("name") for f in fd if isinstance(f, dict)] if isinstance(fd, list) else []
def fetch_repo_meta(owner, repo):
info = _gitlink("repo", "+info", "--owner", owner, "--repo", repo)
comm = _gitlink("commit", "+list", "--owner", owner, "--repo", repo, "--page", "1")
cd = comm.get("data", {})
cl = cd.get("commits") if isinstance(cd, dict) else None
head = (cl[0].get("sha") if cl and isinstance(cl, list) and cl else None)
d = info.get("data", {}) or {}
return {"identifier": d.get("identifier"), "license_id": d.get("license_id"),
"has_dataset": d.get("has_dataset"), "head_sha": head}
def main():
ap = argparse.ArgumentParser(description="gitlink-research-fair v2: research software X-ray")
ap.add_argument("--owner", required=True)
ap.add_argument("--repo", required=True)
args = ap.parse_args()
readme = fetch_readme(args.owner, args.repo)
files = fetch_file_list(args.owner, args.repo)
meta = fetch_repo_meta(args.owner, args.repo)
mf = extract_methods_frameworks(files, readme)
profile = {
"repo": f"{args.owner}/{args.repo}",
"head_sha": meta.get("head_sha"),
"paper": extract_paper(readme),
"datasets": extract_datasets(readme, files),
"repro": assess_repro(files, readme),
"citation": assess_citation(files, readme),
"methods": mf["methods"],
"frameworks": mf["frameworks"],
"license": {"file": any("LICENSE" in (f or "") for f in files),
"license_id": meta.get("license_id")},
"files_count": len(files),
}
json.dump(profile, sys.stdout, ensure_ascii=False, indent=2)
sys.stdout.write("\n")
```
- [ ] **Step 2: End-to-end smoke (live, Feature_Critic)**
Run:
```bash
cd skills/gitlink-research-fair/scripts
PYTHONUTF8=1 PYTHONIOENCODING=utf-8 python fair.py --owner liyiying10 --repo Feature_Critic > _xray.json 2>&1
PYTHONUTF8=1 python -c "
import json
d=json.load(open('_xray.json',encoding='utf-8'))
print('repo:', d['repo'], '| head:', (d.get('head_sha') or '')[:7])
print('paper arxiv:', d['paper']['arxiv_id'], '| venue:', d['paper']['venue'], '| in_readme:', d['paper']['in_readme'])
print('datasets:', [x['name'] for x in d['datasets']])
print('repro deps:', d['repro']['deps_files'], '| entry:', d['repro']['entry_points'], '| env:', d['repro']['env_spec'])
print('citation cff:', d['citation']['cff'], '| bibtex?', bool(d['citation']['readme_bibtex']))
print('files:', d['files_count'])
"
rm -f _xray.json
```
Expected: arxiv `1901.11448` + venue `ICML` + datasets incl `PACS`/`Visual Decathlon` + entry `main_Feature_Critic.py` + cff False + bibtex True + files 15. If arxiv None, inspect README (the repo may have changed; adapt regex). If `file +list` parse fails, confirm data is stringified-JSON and json.loads handles it.
- [ ] **Step 3: Re-run unit tests (regression)**
Run: `cd skills/gitlink-research-fair/scripts && python test_fair.py`
Expected: `ALL TESTS PASSED`
- [ ] **Step 4: Commit**
```bash
git add skills/gitlink-research-fair/scripts/fair.py
git commit -m "feat(fair-v2): gitlink-cli fetchers + main() 编排 → 科研画像 JSONFeature_Critic smoke 通过)"
```
---
## Task 4: Rewrite SKILL.md (X-ray pipeline + 4-dim + hybrid report + real KG + prescription + degradation)
**Files:**
- Modify (overwrite): `skills/gitlink-research-fair/SKILL.md`
- [ ] **Step 1: Overwrite SKILL.md with the v2 content**
New `SKILL.md` (exact — this replaces the v1 5-axis content entirely):
```markdown
---
name: gitlink-research-fair
version: 2.0.0
description: "科研软件 X 光:用 fair.py 真抽取 GitLink 科研仓库的论文/数据/复现/引用画像LLM 四维裁决,输出含真科研图谱与特有关键发现的洞察报告,可选处方 PR。当用户需要深挖科研仓库的科研产物、评估可复现/可引用性时触发。"
metadata:
requires:
bins: ["gitlink-cli"]
cliHelp: "python skills/gitlink-research-fair/scripts/fair.py --help"
---
# gitlink-research-fair v2科研软件 X 光)
**CRITICAL — 开始前必须先阅读 [`../gitlink-shared/SKILL.md`](../gitlink-shared/SKILL.md),其中包含认证、权限处理和 API 注意事项。**
**CRITICAL — 裁决由 LLM 做出,但每条必须引用 `fair.py` 抽到的实证arxiv id / 文件名 / deps 状态);无实证的判断丢弃。**
**CRITICAL — 处方(开 PR默认预览确认绝不自动 merge、绝不 force-push、绝不碰原仓库。**
**CRITICAL — GitLink 操作只能用 `gitlink-cli`。禁止用 `gh`。**
> **前置条件:** 先阅读 [`../gitlink-shared/SKILL.md`](../gitlink-shared/SKILL.md);四维裁决细则、真 KG schema、抽取规则见 [`REFERENCE.md`](REFERENCE.md)。
## 概述
**科研软件 X 光**`scripts/fair.py` 真抽取仓库内容README/文件/依赖)→ 科研画像 JSONLLM 对 4 个科研专属维度裁决(论文溯源/数据链/复现就绪/引用就绪),渲染**每 repo 特有的洞察报告**(裁决总览 + 真科研图谱 + 关键发现),可选处方 PR。与 `gitlink-health`(项目过程健康)正交,与 `gitlink-spark`(跨仓挖缺口)互补——本 skill **单仓深挖科研产物**
## 命令接口
```bash
python skills/gitlink-research-fair/scripts/fair.py --owner <owner> --repo <identifier>
# → stdout: 科研画像 JSON {paper, datasets, repro, citation, methods, frameworks, license, head_sha, files_count}
```
skill 约定参数(非 CLI flag
| 参数 | 默认 | 说明 |
|------|------|------|
| `--owner/--repo` | 自动从 cwd 解析 | 目标科研仓库(用 identifier |
| `--auto` | 关 | 跳过预览直接开处方 PR仍受护栏 |
| `--no-fork` | 关 | 只出 X 光报告,不开 PR |
| `--refresh` | 关 | 即使有旧哨兵也重评 |
## 管道
### ① 抽取fair.py确定性
`fetch_readme`file +get+ `fetch_file_list`file +list+ `fetch_repo_meta`repo +info + commit +list 取 HEAD sha`extract_paper` / `extract_datasets` / `assess_repro` / `assess_citation` / `extract_methods_frameworks` → 科研画像 JSON
### ② 四维裁决LLM读 JSON
论文溯源 / 数据链 / 复现就绪 / 引用就绪。每维 `✅/⚠️/❌` + **引用画像字段的具体证据**。规则见 [`REFERENCE.md`](REFERENCE.md)。
### ③ 真科研图谱(从画像生成 Mermaid
节点 `Paper↔Method↔Code↔Dataset↔Framework↔Citation`,带状态色(✅绿/⚠️黄/❌红。schema 见 REFERENCE。
### ④ 渲染 X 光报告hero并落盘
裁决一行 + 真图谱 + **本 repo 特有关键发现** + 处方摘要 + 双裁决证书。**始终保存** `report-cards/<owner>-<repo>-xray.md`(绝不只在终端)。
### ⑤ 处方(可选)
对 ❌/⚠️ 项生成 CITATION.cff从 README 抽的引用)/ requirements.txt从 import 扫)/ Dockerfile → fork → PR默认预览
## 四维裁决(速览,细则见 REFERENCE
| 维度 | ✅ | ⚠️ | ❌ |
|------|---|----|----|
| 论文溯源 | arxiv/DOI + 元数据全 | 仅 README 文字,无稳定链接 | 无论文线索 |
| 数据链 | 命名 + 下载脚本 + license | 命名但无脚本/无 license | 未提及数据集 |
| 复现就绪 | 依赖锁+入口+环境+期望结果齐全 | 有入口但缺依赖锁/环境/期望结果 | 无入口/无依赖 |
| 引用就绪 | CITATION.cff/codemeta + DOI + 版本 | 仅 README 引用文本 | 无引用信息 |
## 报告格式混合主视觉hero
````markdown
🔬 **科研软件 X 光 — <owner>/<repo>**
═══════════════════════════════════════
论文溯源 <V> 数据链 <V> 复现就绪 <V> 引用就绪 <V>
═══════════════════════════════════════
### 🧬 真科研图谱
```mermaid
graph LR
P[<paper venue+arxiv>]:::ok -->|proposes| M[<method>]
M -->|implements| C[<entry file>]:::ok
C -->|uses| D[<datasets>]:::warn
C -->|depends| F[<framework>]:::warn
P -->|cited-via| Ci[<CITATION? or >]:::bad
classDef ok fill:#cfe,stroke:#3a3; classDef warn fill:#ffe,stroke:#cc3; classDef bad fill:#fee,stroke:#c33;
```
### 🔍 关键发现(本 repo 特有)
- <LLM 从画像抽出的 3 条具体发现每条引用 fair.py 字段>
### 🔧 处方(可选)
- < / 项的修复建议>
### 📜 双裁决证书
复现就绪 <V> 引用就绪 <V> 锚定 commit `<sha>`
---
<!-- gitlink-research-fair v2 | repo:<owner>/<repo> | paper:<✅/⚠️/❌> | repro:<V> | cite:<V> | sha:<head> -->
*由 gitlink-research-fair v2科研软件 X 光)生成。*
````
## 处方闭环 + 护栏
对 ❌/⚠️ 项生成修复:`CITATION.cff`(从 README 抽的引用文本构造)+ `requirements.txt`(从代码 import 扫)+ `Dockerfile`(模板)→ `repo +fork``pr +create`PR body 带报告摘要)。**护栏**:默认预览;`--auto` 跳过但**永不 force-push、永不碰原仓库、永不自动 merge**`--no-fork` 报告已落盘(④),不开 PR。
## 错误处理与降级
| 情况 | 处理 |
|------|------|
| README 读失败 | 降级用 file list + 元数据,标注"README 不可读,结论受限" |
| `file +list` data 为字符串 | json.loads 解套 |
| arxiv/DOI 抽不到 | 论文溯源判 ⚠️/❌,据实 |
| 框架无法推断 | frameworks 标"未知",不编造 |
| `--repo` 用中文显示名 404 | 提示用 identifier |
| fork/PR 失败 | 处方物料落本地,告知路径 |
| 报告/PR 发布失败 | 报告已在 ④ 落盘,告知路径 |
```
- [ ] **Step 2: Verify the rewrite removed v1 content**
Run: `grep -c -e "5 轴评分 Rubric" -e "Repro 可复现" -e "五轴雷达" skills/gitlink-research-fair/SKILL.md`
Expected: `0` (v1 5-axis content gone). Then `grep -c -e "科研软件 X 光" -e "四维裁决" -e "真科研图谱" skills/gitlink-research-fair/SKILL.md` → expect `≥3`.
- [ ] **Step 3: Commit**
```bash
git add skills/gitlink-research-fair/SKILL.md
git commit -m "feat(fair-v2): 重写 SKILL.mdX光管道+四维裁决+混合报告+真图谱+处方移除v1五轴"
```
---
## Task 5: Rewrite REFERENCE.md (4-dim rules + KG schema + extraction rules + FAIR4RS anchor)
**Files:**
- Modify (overwrite): `skills/gitlink-research-fair/REFERENCE.md`
- [ ] **Step 1: Overwrite REFERENCE.md with v2 content**
New `REFERENCE.md` (exact — replaces v1):
```markdown
# gitlink-research-fair v2 参考文档(科研软件 X 光)
> SKILL.md 的深度参考:四维裁决细则、真 KG schema、fair.py 抽取规则、数据源实测、学术锚。
## 一、四维裁决细则
每维 `✅/⚠️/❌`**必须引用 fair.py 画像字段作证据**。
### 论文溯源F2/R1.2
- ✅ `paper.arxiv_id``paper.doi` 非空 + `paper.title`/`venue` 抽到
- ⚠️ 仅 `paper.title` 抽到("Code for..." 句式),无 arxiv/DOI
- ❌ `paper.in_readme` = False
### 数据链FAIR 数据维度)
- ✅ `datasets` 非空 + 至少一个有 `download_script` + 数据 license 可考
- ⚠️ `datasets` 非空(命名)但无 download_script 或无 license
- ❌ `datasets` 为空
### 复现就绪(独立于 FAIR
- ✅ `repro.deps_pinned`=True + `entry_points` 非空 + `env_spec`=True + `expected_results`=True四件齐全
- ⚠️ 有 `entry_points` 但缺依赖锁/环境/期望结果中任一
- ❌ 无 `entry_points` 或无 `deps_files`
### 引用就绪R1.1/R2
- ✅ `citation.cff``citation.codemeta` 为 True + 有版本/DOI
- ⚠️ 仅 `citation.readme_bibtex` 非空README 有引用文本,无机器可读文件)
- ❌ 三者皆 False
## 二、真科研图谱 schemaMermaid
节点:`Paper(venue+arxiv)` / `Method` / `Code(entry file)` / `Dataset` / `Framework` / `Citation`
边:`Paper —proposes→ Method`、`Method —implements→ Code`、`Code —uses→ Dataset`、`Code —depends→ Framework`、`Paper —cited-via→ Citation`
状态色(按对应维度裁决):✅ `classDef ok fill:#cfe` / ⚠️ `classDef warn fill:#ffe` / ❌ `classDef bad fill:#fee`
## 三、fair.py 抽取规则
- **arxiv**三路正则arxiv URL / `arXiv:id` / 裸 `\d{4}.\d{4,5}`),取首个命中
- **venue**白名单ICML/NeurIPS/ICLR/CVPR/ACL/...)正则
- **datasets**已知名白名单PACS/Visual Decathlon/Cora/ImageNet/...+ 数据脚本data_gen/get_data/download
- **repro**依赖文件名匹配requirements/go.mod/environment.yml/Dockerfile/setup.py+ 入口main/train/run*.py+ 期望结果accuracy/f1/results table 正则)
- **citation**CITATION.cff/codemeta.json/.zenodo.json 文件存在 + README `@inproceedings/@article` bibtex
- **frameworks**torch/tensorflow/jax/sklearn 关键词(文件名+README无则标"未知verify imports"
## 四、数据源实测2026-07
| 源 | 状态 | 备注 |
|---|---|---|
| `gitlink-cli file +get` | ✅ | content 在 `data.entries.content`(纯文本) |
| `gitlink-cli file +list` | ✅ | `data` 是字符串化 JSON需 json.loads |
| `gitlink-cli repo +info` | ✅ | license_id/identifier/has_dataset |
| `gitlink-cli commit +list` | ✅ | HEAD sha |
| OpenAlex | ❌ 已砍 | v1 弱环节(间歇 503v2 不依赖 |
## 五、学术锚FAIR4RS
四维裁决对标 **FAIR4RS**Barker et al. 2022, Nature Sci Data论文溯源→F2/R1.2、数据链→FAIR-Data、复现就绪→独立轴FAIR 必要非充分、引用就绪→R1.1/R2。诚实声明这是适配版评分社区尚无认证级自动校验器非官方认证。
## 六、诚实边界
1. fair.py 抽取覆盖度受 README 写法影响;非标准 README 可能漏(同时匹配多句式兜底)。
2. 框架/方法为推断,标"推断"/"未知",不肯定。
3. 复现就绪是**静态**判断(依赖/入口/环境/期望结果四件套),不实际跑代码。
4. v1 的 OpenAlex 溯源已砍(避免 503 弱环节)。
```
- [ ] **Step 2: Verify**
Run: `grep -c -e "四维裁决细则" -e "真科研图谱 schema" -e "fair.py 抽取规则" -e "FAIR4RS" skills/gitlink-research-fair/REFERENCE.md`
Expected: `4`. And `grep -c -e "5 轴" -e "OpenAlex 字段" skills/gitlink-research-fair/REFERENCE.md``0`.
- [ ] **Step 3: Commit**
```bash
git add skills/gitlink-research-fair/REFERENCE.md
git commit -m "feat(fair-v2): 重写 REFERENCE四维裁决细则+真KG schema+抽取规则+FAIR4RS锚"
```
---
## Task 6: Live run — Feature_Critic X-ray (live-demo) + 落盘
**Files:**
- (produces `report-cards/liyiying10-Feature_Critic-xray.md`; data feeds Task 8 example)
- [ ] **Step 1: Run fair.py on Feature_Critic**
```bash
cd skills/gitlink-research-fair/scripts
PYTHONUTF8=1 PYTHONIOENCODING=utf-8 python fair.py --owner liyiying10 --repo Feature_Critic > _fc.json 2>&1
PYTHONUTF8=1 python -c "
import json
d=json.load(open('_fc.json',encoding='utf-8'))
assert d['paper']['arxiv_id']=='1901.11448', 'arxiv 抽取失败'
assert d['paper']['venue']=='ICML'
assert any(x['name']=='PACS' for x in d['datasets'])
assert 'main_Feature_Critic.py' in d['repro']['entry_points']
assert d['citation']['cff'] is False
print('Feature_Critic 画像 OK | head:', (d.get('head_sha') or '')[:7])
"
```
Expected: assertions pass. Keep `_fc.json` for the report.
- [ ] **Step 2: LLM-render the X-ray report (controller)**
Read `_fc.json`, apply REFERENCE §一 verdict rules, render the full hybrid report (verdict line + Mermaid graph + ≥3 repo-specific findings + prescription + dual-verdict certificate) per SKILL.md §报告格式. Expected verdicts: 论文溯源 ✅ / 数据链 ⚠️ / 复现就绪 ⚠️ / 引用就绪 ❌.
- [ ] **Step 3: Save report to report-cards/**
Save the rendered report to `report-cards/liyiying10-Feature_Critic-xray.md` (with sentinel). This is the live-demo artifact.
- [ ] **Step 4: No commit (data-gathering)** — proceed to Task 8.
---
## Task 7: Live run — Edge X-ray (contrast) + 落盘
**Files:**
- (produces `report-cards/Edgedev-Edge-Computing-Engine-xray.md`; data feeds Task 8 example)
- [ ] **Step 1: Run fair.py on Edge**
```bash
cd skills/gitlink-research-fair/scripts
PYTHONUTF8=1 PYTHONIOENCODING=utf-8 python fair.py --owner Edgedev --repo Edge-Computing-Engine > _edge.json 2>&1
PYTHONUTF8=1 python -c "
import json
d=json.load(open('_edge.json',encoding='utf-8'))
print('Edge | paper:', d['paper'].get('arxiv_id'), '| methods:', d['methods'][:3], '| frameworks:', d['frameworks'][:2])
print('license file:', d['license']['file'], '| files:', d['files_count'])
"
```
Expected: paper arxiv likely None (Edge has no arxiv), methods incl autodiff/CNN-ish, license file True. Keep `_edge.json`.
- [ ] **Step 2: LLM-render Edge X-ray + save**
Render the Edge X-ray (controller). The **license-conflict finding** (README "禁止闭源商用" vs Apache LICENSE — note: fair.py detects `license.file=True`; the conflict is read from README content during rendering) must appear as a key finding. Verdicts will differ from Feature_Critic (e.g., 论文溯源 ❌, no paper). Save to `report-cards/Edgedev-Edge-Computing-Engine-xray.md`. The two reports must look visibly different (proves not 千篇一律).
- [ ] **Step 3: No commit** — proceed to Task 8.
---
## Task 8: examples (2 docs) + remove v1 example
**Files:**
- Create: `skills/gitlink-research-fair/examples/feature-critic-xray.md`
- Create: `skills/gitlink-research-fair/examples/edge-xray.md`
- Remove: `skills/gitlink-research-fair/examples/research-fair-workflow.md` (v1 songhui18)
- [ ] **Step 1: Write feature-critic-xray.md (using Task 6 outputs)**
Real walkthrough: the fair.py command + the画像摘要 + the full X-ray report (from `report-cards/liyiying10-Feature_Critic-xray.md`) + a "答辩演示脚本" section (what to say when demoing live). No placeholders — all real values (arxiv 1901.11448, PACS/Visual Decathlon, etc.).
- [ ] **Step 2: Write edge-xray.md (using Task 7 outputs)**
Real walkthrough: fair.py command + 画像 + X-ray report (license-conflict finding). Emphasize the contrast with Feature_Critic (different profile → different report).
- [ ] **Step 3: Remove v1 example + clean temp + commit**
```bash
cd "C:\Users\CWQ98\Desktop\演化与运维\gitlink-cli"
git rm skills/gitlink-research-fair/examples/research-fair-workflow.md
rm -f skills/gitlink-research-fair/scripts/_fc.json skills/gitlink-research-fair/scripts/_edge.json
rm -rf skills/gitlink-research-fair/scripts/__pycache__
git add skills/gitlink-research-fair/examples/feature-critic-xray.md skills/gitlink-research-fair/examples/edge-xray.md
git commit -m "feat(fair-v2): examples Feature_Critic+Edge 真实X光走查移除 v1 songhui18 示例"
```
---
## Task 9: README + workflow update + register + acceptance + push
**Files:**
- Modify: `skills/README.md`
- Modify: `skills/gitlink-workflow/SKILL.md`
- [ ] **Step 1: Update README fair row**
In `skills/README.md`, change the gitlink-research-fair row to:
```markdown
| **gitlink-research-fair** | 科研软件 X 光 | fair.py 抽论文/数据/复现/引用画像,四维裁决 + 真科研图谱 + 特有关键发现报告,可选处方 PR |
```
- [ ] **Step 2: Update workflow link text**
In `skills/gitlink-workflow/SKILL.md`, change "科研软件 FAIR 体检" → "科研软件 X 光fair v2".
- [ ] **Step 3: Re-register + acceptance (spec §16)**
```bash
bash scripts/setup-skills.sh # re-link (no-op if already linked)
ls ~/.claude/skills/ | grep gitlink-research-fair
```
Verify spec §16:
- [ ] SKILL.md重写+ fair.py + test_fair.py + REFERENCE.md重写+ 2 examples 齐全
- [ ] `python fair.py --owner liyiying10 --repo Feature_Critic` 出合法画像 JSONarxiv 1901.11448
- [ ] test_fair.py 6 测试全过
- [ ] Feature_Critic X 光:论文✅/数据⚠️/复现⚠️/引用❌ + 真图谱 ≥6 节点 + 关键发现 ≥3
- [ ] Edge X 光license 冲突作为发现;与 Feature_Critic 报告明显不同
- [ ] 报告落盘 report-cards/
- [ ] v1 五轴雷达/假 KG 已从 SKILL.md 移除grep 0
- [ ] README/workflow 描述更新
- [ ] **Step 4: Commit + push (updates PR #5)**
```bash
git add skills/README.md skills/gitlink-workflow/SKILL.md
git commit -m "docs(fair-v2): README/workflow 更新为「科研软件 X 光」+ 注册"
git push myfork feat/gitlink-research-fair
```

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# 文献-代码语义缺口挖掘机 Skillgitlink-spark设计
- **日期**2026-07-01
- **状态**:已批准,待编写实现计划
- **作者**CWQ + Claude
- **定位**:子任务四(应用 GitLink 辅助科研)的**第二部分**——与 `gitlink-research-fair`(评估已有)组成"科研辅助双联装";本 skill 负责"**发现空白**"。
- **形态**skill + **可运行 python 脚本**(非纯 Markdown不写 Go。
---
## 1. 背景与目标
`gitlink-research-fair` 解决"已有科研软件合不合格"。研究者还有个更核心的痛点:**找新的研究点**。他们读大量论文找灵感,却很难发现"**学术界的最新理论**"与"**开源社区的实际落地**"之间有哪些未被填补的空白——而这往往是低成本发论文/出成果的黄金地带。
本 skill 填补该缺口:给一个研究领域,跨 **arXiv学术× GitLink中文生态× GitHub全球** 三源,挖出两类语义缺口,输出**空白学术机会报告**,并可一键 **fork+issue 起跑**
**实用性目标**demo 级,非生产级全场景通用):在 GNN 领域跑出 **2-3 个漂亮真实例子**供答辩展示;每条缺口带可查实证。
**创意性目标**:从"paper→code gap"角度启发创新,区别于 Papers With Code只链接、不挖缺口/ OpenAlex只文献/ GitHub Archive只存档
## 2. 非目标YAGNI
- **不做生产级全领域通用**——demo 级GNN 跑通 2-3 例即可,不追求任意领域鲁棒
- 不做实时订阅/webhook——按需 agent 调用
- 不自动撰写论文/实现代码——只"提议机会 + 起跑 scaffold"
- **绝不自动 merge**起跑fork+issue默认预览`--auto` 跳过预览
- 不修改 gitlink-cli 的 Go 代码——skill + python 脚本
- 不重复 `gitlink-research-fair`——fair 评估单仓 FAIRspark 跨仓跨源挖缺口
## 3. 关键决策(用户确认)
| 决策点 | 选择 | 理由 |
|--------|------|------|
| v1 缺口类型 | **两种都做**(有理论无实现 + 有需求无解答) | 完整愿景demo 级 2-3 例即可 |
| 验证领域 | **图神经网络 GNN** | 三源最均衡arXiv 海量、GitLink 少量缺口真实、GitHub 海量(对照鲜明) |
| GitHub 全球对照 | **硬需求**,做 | 避免"GitLink 0 ≠ 全球空白"误导;含阈值过滤 |
| 缺口匹配引擎 | **A. LLM 语义匹配为主** | 脚本抓真实数据LLM 提缺口假设+附实证三件套demo 级最轻最灵活 |
| 起跑动作 | fork 最近基准 + issue 粘伪代码 todo | 对称 fair 处方 PR强 demo 闭环 |
| 交付方式 | 与 fair 同 PR #5(子任务四双联装) | 统一叙事 |
## 4. 数据源与可行性(实测 2026-07-01
| 数据源 | 状态 | 用途 | 备注 |
|--------|------|------|------|
| arXiv APIHTTPS | ✅ HTTP 200返回论文条目 | ① 学术采:领域近 N 天论文 | 必须 HTTPSHTTP 被沙箱阻断) |
| `gitlink-cli search +repos` | ✅ | ② GitLink 仓库 | 用 identifier/关键词 |
| `gitlink-cli issue +list`(逐仓库) | ✅ | ② GitLink open issue | 绕开 `search +issues`(返回 HTML 的坑) |
| GitHub Search API | ✅ HTTP 200total_count + items | ③ 全球对照 | 未认证 10 req/min`GITHUB_TOKEN` 提至 5000/h |
| OpenAlex | ⚠ 间歇 503 | 引用计数(可选富集) | best-effort降级跳过 |
## 5. 文件清单
| 文件 | 动作 | 内容 |
|------|------|------|
| `skills/gitlink-spark/SKILL.md` | 新增 | 4 阶段管道编排、缺口分类法、报告模板、GitHub 阈值规则、起跑护栏、错误降级、命令接口 |
| `skills/gitlink-spark/scripts/spark.py` | 新增 | **可独立运行的数据融合脚本**arXiv + gitlink-cli + GitHub API → 输出 JSON 给 LLM含缓存与限流 |
| `skills/gitlink-spark/REFERENCE.md` | 新增 | 缺口分类法细则、GitHub 阈值与分级、LLM prompt 模板、数据源实测结论、诚实边界 |
| `skills/gitlink-spark/examples/spark-图神经网络.md` | 新增 | GNN 真实跑出的 2-3 缺口卡(含起跑截图) |
| `skills/README.md` | 修改 | 智能技能表加 gitlink-spark |
| `skills/gitlink-workflow/SKILL.md` | 修改(可选) | 专项 skill 链表加 gitlink-spark |
## 6. 命令接口
### spark.py独立可运行
```bash
python skills/gitlink-spark/scripts/spark.py \
--field "图神经网络" \
[--max-papers 10] \
[--gap-type both|theory|demand] \
[--github-token $GITHUB_TOKEN] # 可选,未设则按 10/min 限流
# → stdout 输出融合 JSON{papers, gitlink_repos, gitlink_issues, github_counts}
```
### skill 约定参数SKILL.md非 CLI flag
| 参数 | 默认 | 说明 |
|------|------|------|
| `--field` | 必填 | 研究领域(如 `图神经网络`、`federated learning` |
| `--gap-type` | `both` | `theory` / `demand` / `both` |
| `--max-papers` | 10 | arXiv 抓取论文上限(控制 GitHub 调用) |
| `--auto` | 关 | 跳过预览直接起跑(仍受护栏) |
| `--no-fork` | 关 | 只出报告,不起跑 |
## 7. 数据流4 阶段管道)
```
① 学术采 spark.py: arXiv HTTPS 抓领域近 90 天论文(标题/摘要/arxiv id/方法关键词)
② GitLink spark.py: gitlink-cli search +repos 抓领域仓库;
对每个仓库 issue +list 抓 open issue绕开 search+issues HTML
③ 全球对照 spark.py: GitHub Search API 对每个论文方法查 total_count + Top3 仓库
④ 缺口匹配LLMSKILL.md 编排)
读 spark.py 输出的 JSON → 语义匹配两类缺口 → 每张带实证三件套 → 渲染机会报告
⑤ 起跑(可选) 选定缺口 → repo +fork 基准 → issue +create 粘论文伪代码 todo
```
**职责切分**`spark.py` 只抓**真实数据**(确定性、可复现);**缺口发现**交给 LLM语义判断但必须附实证受置信度门控。
spark.py 输出 JSON schema
```json
{
"field": "图神经网络",
"papers": [{"arxiv_id":"2403.xxxxx","title":"...","abstract":"...","published":"2024-03-15","method_keywords":[...]}],
"gitlink_repos": [{"owner":"leejt","repo":"GraphGallery","desc":"...","topics":[...]}],
"gitlink_issues": [{"repo":"leejt/GraphGallery","number":12,"subject":"...","status":"open","participants":3}],
"github_counts": [{"method":"graph attention XXX","total_count":2,"top":[{"full_name":"...","stars":3534}]}]
}
```
## 8. 两类缺口分类法 + 实证三件套
每张缺口卡**必须**带齐三件套,否则被置信度门控丢弃(防 LLM 编造):
### 类型 A有理论无实现paper → code gap
- **三件套**:① 论文 arxiv id + 标题 + 发表日期 ② GitLink 搜索查询串 + 命中数0 或极少) ③ GitHub total_count + Top 仓库(参考基准)
- **判定**:论文提出方法 MGitLink 实现 0/极少GitHub 按下面阈值分级。
### 类型 B有需求无解答open issue → applied research gap
- **三件套**:① issue URL + 主题 + 讨论人数/状态 ② GitLink 无现成实现解此痛点 ③ GitHub 是否有成熟开源解(对照)
- **判定**:领域仓库中存在"研究性痛点"open issue排除"安装报错"类使用问题);学术/GitHub 无现成解。
- **降噪**LLM 筛"研究性痛点"(含性能/可扩展性/新场景),排除使用/部署类。
## 9. GitHub 全球对照与阈值(诚实核心,硬需求落地)
防止"GitLink 0 ≠ 全球空白"误导。对每个"理论无实现"候选,按 GitHub total_count 分级:
| GitHub total_count | 分级 | 报告行为 |
|--------------------|------|----------|
| `< 10` | **全球稀缺(真空白)** | 报为高价值缺口:"GitLink 生态空白 × 全球稀缺 → 复现并开源到 GitLink易成本平台标杆" |
| `1050` | **新兴(部分空白)** | 报为中等缺口:"GitLink 空白全球新兴N 个),可做中文生态首个完整实现" |
| `≥ 50` | **全球已成熟** | **不报为空白**,列入"✅ 已诚实排除"区:"GitLink 虽 0但 GitHub 已 N 个(含官方)→ 全球已成熟,非空白" |
> 这个分级是本 skill 的诚实命门宁可少报不误报机会。GitHub 计数缓存spark.py 按 method key 缓存去重)。
## 10. 机会报告格式hero
````markdown
⚡ **gitlink-spark 机会报告:<field>**
学术采arXiv 近 90 天 N 篇 GitLink 仓库 M 个 GitHub 全球基线已对照
生成时间YYYY-MM-DD
### 🧩 缺口 1 · 有理论无实现 [全球稀缺·高价值]
**论文**[arxiv:<id>] "<title>" (<venue/date>)
**方法关键词**<...>
**GitLink**search "<query>" → **0 命中**(查询串留底可复现)
**GitHub 全球**total_count = **2**Top: <repo> <stars>⭐)→ 全球稀缺
**机会建议**<LLM 一句话为何值得复现 + 开源到 GitLink>
**起跑**[按钮] fork 基准 <repo> → 创建 issue 粘论文 Algorithm 1 伪代码
### 🧩 缺口 2 · 有需求无解答 [应用机会]
**Issue**<repo>#<n> "<subject>"N 人讨论, open, <date>
**痛点**<LLM 一句话研究性痛点归纳>
**GitLink / GitHub**:均无成熟开源解
**机会建议**<LLM 一句话可写应用级论文 + GitLink 落地>
### ✅ 已诚实排除(非空白)
- 论文 YGitLink 虽 0但 GitHub 已 47 个实现(含官方)→ 全球已成熟,不报
---
<!-- gitlink-spark v1 | field:<field> | gaps:<N> | date:<YYYY-MM-DD> -->
*由 gitlink-spark skill 生成。*
````
## 11. 起跑动作M5+ 安全护栏
选定一张"理论无实现"缺口卡 → 用户确认 →
1. `gitlink-cli repo +fork` 最近基准GitHub Top 仓库 或 GitLink 最近实现)
2. LLM 从 arXiv 论文抓取 Algorithm/Pseudocode 节
3. `gitlink-cli issue +create` 在 fork 上建一个复现 todo issuebody 粘入论文伪代码 + 报告卡摘要
**护栏**(沿用既有偏好):默认预览确认;`--auto` 跳过预览但**永不 force-push、永不碰原仓库、永不自动 merge**`--no-fork` 只出报告。
## 12. 错误处理与降级
| 情况 | 处理 |
|------|------|
| arXiv 返回空/超时 | 改 HTTPS 重试;仍空则报告"学术采失败",降级用既有论文 |
| `search +issues` 返回 HTML已知坑 | 不用它;用 `issue +list` 逐仓库枚举 |
| GitHub 未认证限流10/min | spark.py sleep ~7s 限速;建议设 `GITHUB_TOKEN` |
| GitHub total_count 查询失败 | 该论文标注"GitHub 对照失败",不进缺口判定 |
| OpenAlex 503 | 跳过引用富集,不影响主报告 |
| LLM 缺口无实证三件套 | 置信度门控丢弃 |
| fork/issue 起跑失败 | 输出 fork 目标 + 伪代码文本供手动起跑 |
| 二进制是 npm 旧版 | 强制 `./gitlink-cli``go build` |
## 13. 验证计划demo 2-3 例GNN 领域)
实跑 `spark.py --field "图神经网络"` + LLM 匹配,产出:
- [ ] **≥1 张"理论无实现"缺口卡**GitHub total_count < 10全球稀缺三件套可查
- [ ] **≥1 张"需求无解答"缺口卡**(真实 open issue + 研究性痛点),三件套可查
- [ ] **≥1 张"理论无实现"缺口卡走完 fork+issue 起跑**(截图/链接demand 卡为写论文方向、无 fork 起跑)
- [ ] "✅ 已诚实排除"区至少 1 条GitHub ≥50 的非空白),证明阈值生效
- [ ] 全报告无 LLM 编造(每条可溯源到 spark.py JSON
结果写入 `examples/spark-图神经网络.md`
## 14. 风险与未决
- **arXiv 方法抽取**:从论文摘要自动抽"方法关键词"供 GitHub 查询LLM 抽取有噪声 → spark.py 同时用论文标题关键词 + LLM 抽取双路查询 GitHub取 total_count。
- **GitLink GNN 仓库数量**:可能很少(之前扫到 GraphGallery 等需求侧缺口issue依赖仓库数若太少则 demand 缺口样本不足 → 必要时放宽领域关键词(如含 `图`/`GNN`/`graph neural`)。
- **GitHub 限流**demo 一次 10 篇论文 × 1 查询 = 10 次,刚好未认证上限;建议跑 demo 时设 `GITHUB_TOKEN`
- **缺口"机会建议"主观**:靠实证三件套兜底;建议标注"机会仅为启发,需研究者自行判断"。
## 15. 验收标准
1. `skills/gitlink-spark/` 四件套齐全SKILL.md + scripts/spark.py + REFERENCE.md + examples/
2. `spark.py` 可独立运行:`python spark.py --field 图神经网络` 输出合法融合 JSON
3. GNN 跑出 2-3 张真实缺口卡≥1 theory + ≥1 demand每张三件套可查
4. GitHub 阈值生效:"已诚实排除"区至少 1 条
5. ≥1 张缺口卡走完 fork+issue 起跑,有截图/链接
6. 全报告每条缺口可溯源到 spark.py JSON无 LLM 编造)
7. REFERENCE.md 含缺口分类法 + 数据源实测结论 + 诚实边界
8. README 登记 gitlink-spark

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@ -1,234 +0,0 @@
# gitlink-research-fair v2 设计(科研软件 X 光 / Research Software X-Ray
- **日期**2026-07-07
- **状态**:已批准,待编写实现计划
- **作者**CWQ + Claude
- **定位**:对 v15 轴 FAIR 体检卡)的**重大升级**,回应"与 health 重合 / 报告千篇一律 / 假科研图谱 / 纯 Markdown 无脚本"四条批评。同一 skill 演进(保留 fair 名 + FAIR4RS 学术锚 + PR #5),重构内部。
- **形态**skill + **可运行 `scripts/fair.py`**stdlib only内容感知的科研分析工作流。
---
## 1. 背景与目标
v1 的 fair 是"5 轴 FAIR 打分 + 报告卡",存在四个真问题:
1. 与 `gitlink-health` 形态重合(都是"聚合 gitlink-cli → AI → 打分报告"),且不够科研专属。
2. 报告千篇一律(每仓库都是同一组 ✓/✗);五轴 ASCII 雷达呈现烂;"科研关系图"是假的(只画作者/license/dataset?)。
3. 纯 Markdown无脚本分析靠 LLM"看一眼",不可复现。
4. 缺真实科研洞察。
v2 升级为**科研软件 X 光**`fair.py` **真抽取** repo 内容README/文件/依赖)→ 科研画像 JSON → LLM 对 4 个科研专属维度做裁决(每条带实证)→ **每 repo 特有的洞察报告**(裁决总览 + 真科研图谱 + 关键发现)+ 可选处方闭环。
**目标**:内容感知(每份报告说本 repo 特有的东西)、科研专属(论文/数据/复现/引用非通用软件质量、可执行fair.py 脚本、demo 级1-2 示例 + 1 答辩演示,非全场景覆盖)。
## 2. 非目标YAGNI
- 不做"实际运行代码验证复现"(静态复现就绪度检查即可,跑代码超 demo 范围)
- 不做全场景/全领域覆盖——Feature_Critic + Edge 两个场景跑通即可
- 不重复 sparkspark 跨仓跨源挖缺口fair v2 单仓深挖科研产物)
- 不自动 merge处方默认预览
- 不写 Go——skill + python 脚本
- **砍掉 v1 的**5 轴雷达、假 KG、OpenAlex 溯源(弱环节)、与 health 重合的通用质量味
## 3. 关键决策(用户确认)
| 决策点 | 选择 | 理由 |
|--------|------|------|
| 主角定位 | **科研软件 X 光**(深挖科研产物 + 4 维裁决) | 替代 5 轴打分,科研专属,每 repo 特有 |
| 报告主视觉 | **混合**(裁决一行 + 真 Mermaid 图谱 + 关键发现) | 扫读 + 视觉兼顾,回应雷达烂 + 假图谱 + 千篇一律三连批 |
| 改造方式 | **演进式**(保留 fair 名/FAIR4RS 锚/PR #5 | 不浪费 v1 资产,重构内部 |
| 演示仓库 | **liyiying10/Feature_Critic**ICML2019 paper-code | README 明含 arxiv 链接X 光论文溯源能真抽4 维有区分度 |
| 第二示例 | **Edgedev/Edge-Computing-Engine**(引擎类) | 与 Feature_Critic 不同 profilelicense 冲突发现),证明不千篇一律 |
| 脚本 | **fair.py**stdlib onlyfair.py 抽数据 + LLM 裁决) | 内容感知、可复现,取代 LLM"看一眼" |
## 4. 与 v1 的差异 + 取舍
| 维度 | v1 | v2 |
|------|----|----|
| 评分对象 | 5 轴 FAIRF/A/I/R/Repro通用软件质量 | 4 维科研专属(论文溯源/数据链/复现就绪/引用就绪) |
| 数据来源 | LLM 看 gitlink-cli 元数据 | fair.py 真抽取 README/文件/依赖 |
| 图谱 | 假 KG作者/license/dataset? | 真 Mermaidpaper↔method↔code↔dataset↔framework↔citation |
| 报告 | 千篇一律 ✓/✗ + ASCII 雷达 | 裁决一行 + 真图谱 + **本 repo 特有关键发现** |
| 脚本 | 无(纯 Markdown | fair.py可独立运行 |
| 处方 | 有(保留) | 保留升级CITATION.cff 从 README 抽 / requirements 从 import 扫) |
| OpenAlex 溯源 | 有(弱、易 503 | **砍**(去掉更自洽) |
| 落盘 | 有v1 已补) | 保留report-cards/<owner>-<repo>-xray.md |
## 5. 文件清单
| 文件 | 动作 | 内容 |
|------|------|------|
| `skills/gitlink-research-fair/SKILL.md` | 重写 | X 光管道抽数→裁决→图谱→报告→处方、4 维裁决表、报告模板、真图谱说明、处方护栏、降级 |
| `skills/gitlink-research-fair/scripts/fair.py` | 新增 | 真抽取README/文件/依赖)→ 科研画像 JSONstdlib only |
| `skills/gitlink-research-fair/scripts/test_fair.py` | 新增 | 抽取函数单测arxiv 正则 / 依赖检测 / 数据集识别 / 引用检测) |
| `skills/gitlink-research-fair/REFERENCE.md` | 重写 | 4 维裁决细则 + 真 KG schema + 抽取规则 + 数据源实测 + 学术锚FAIR4RS |
| `skills/gitlink-research-fair/examples/feature-critic-xray.md` | 新增 | Feature_Critic 真实 X 光走查(答辩演示脚本) |
| `skills/gitlink-research-fair/examples/edge-xray.md` | 新增 | Edge 引擎类对照license 冲突发现) |
| `skills/README.md` / `skills/gitlink-workflow/SKILL.md` | 微调 | fair 描述改为"科研软件 X 光" |
> v1 的旧 examplessonghui18 报告卡)替换为 v2 X 光示例。
## 6. 命令接口
### fair.py可独立运行
```bash
python skills/gitlink-research-fair/scripts/fair.py --owner liyiying10 --repo Feature_Critic
# → stdout: 科研画像 JSON {paper, datasets, repro, citation, methods, frameworks, license, files, head_sha}
```
### skill 约定参数SKILL.md
| 参数 | 默认 | 说明 |
|------|------|------|
| `--owner/--repo` | 自动从 cwd 解析 | 目标科研仓库(用 identifier |
| `--auto` | 关 | 跳过预览直接开处方 PR仍受护栏 |
| `--no-fork` | 关 | 只出 X 光报告,不开 PR |
| `--refresh` | 关 | 即使有旧哨兵也重评 |
## 7. 数据流(管道)
```
① 抽取fair.py确定性
fetch readme (file +get) + file list (file +list) + repo +info + commit +list(HEAD sha)
→ extract_paper / extract_datasets / assess_repro / assess_citation / extract_methods_frameworks
→ 科研画像 JSON
② 裁决LLM读 JSON4 维 × (✅/⚠️/❌ + 具体证据)
③ 真科研图谱(从画像生成 Mermaid
④ 渲染 X 光报告hero裁决一行 + 真图谱 + 关键发现 + 处方摘要 + 双裁决证书)→ 落盘
⑤ 处方可选fork → 建 CITATION.cff/requirements/Dockerfile → PR默认预览
```
**职责切分**fair.py 只做**确定性抽取**(可复现);**裁决与"关键发现"叙述**交给 LLM语义但每条必须引用 fair.py 抽到的实证。
## 8. fair.py 抽取目标 + 科研画像 JSON schema
抽取函数(纯函数单测 + gitlink-cli 网络层):
- `extract_paper(readme)` → 正则抽 arxiv id/URL、DOI、OpenReview/aclanthology、标题/作者/会议、"Code for the paper" 句式
- `extract_datasets(readme, files)` → 已知数据集名PACS/Cora/ImageNet/Visual Decathlon/MNIST/CIFAR…+ 数据脚本data_gen/get_data/download.sh+ 数据 license/DOI
- `assess_repro(files, readme)` → 依赖文件requirements/go.mod/environment.yml/Dockerfile+ 锁版本入口main/train/run/*.py期望结果results.md/accuracy/表);环境说明
- `assess_citation(files, readme)` → CITATION.cff / codemeta.json / .zenodo.json 存在?+ README BibTeX/引用文本
- `extract_methods_frameworks(files, readme)` → 方法词 + 框架torch/tensorflow/jax从 import/文件名推断)
科研画像 JSON
```json
{
"repo": "liyiying10/Feature_Critic", "head_sha": "<sha>",
"paper": {"arxiv_id":"1901.11448","arxiv_url":"https://arxiv.org/abs/1901.11448","doi":null,
"title":"Feature-Critic Networks for Heterogeneous Domain Generalisation",
"authors":["Yiying Li","Yongxin Yang","Wei Zhou","Timothy M. Hospedales"],"venue":"ICML 2019","in_readme":true},
"datasets": [{"name":"PACS","evidence":"data_gen_PACS.py + README","download_script":"get_model_dataset.sh","license":null},
{"name":"Visual Decathlon","evidence":"data_gen_VD.py","download_script":null,"license":null}],
"repro": {"deps_files":[],"deps_pinned":false,"entry_points":["main_Feature_Critic.py","main_baseline.py"],
"expected_results":false,"env_spec":null},
"citation": {"cff":false,"codemeta":false,"zenodo":false,
"readme_bibtex":"Li, Yang, Zhou, Hospedales. Feature-Critic Networks... ICML 2019"},
"methods": ["feature-critic","meta-learning","domain generalisation"],
"frameworks": ["torch (inferred: alexnet/resnet/vggnet)"],
"license": {"file":false,"type":null,"conflict":null},
"files_count": 15
}
```
## 9. 4 维裁决规则LLM 读画像,每维 ✅/⚠️/❌ + 证据)
| 维度 | ✅ | ⚠️ | ❌ |
|------|---|----|----|
| 论文溯源 | 有 arxiv/DOI + 元数据全 | 仅 README 文字提及,无稳定链接 | 无任何论文线索 |
| 数据链 | 数据集命名 + 下载脚本 + license | 命名但无脚本/无 license | 未提及数据集 |
| 复现就绪 | 依赖锁 + 入口 + 环境 + 期望结果四件齐全 | 有入口但缺依赖锁/环境/期望结果 | 无入口/无依赖 |
| 引用就绪 | CITATION.cff/codemeta + DOI + 版本 | 仅 README 引用文本 | 无任何引用信息 |
每维裁决**必须引用画像里的具体字段**(如"arxiv 1901.11448 已抽""requirements.txt 缺失"),无实证的判断丢弃。
## 10. 真科研图谱 schemaMermaid从画像生成
节点(带状态色):`Paper(arxiv+venue)` / `Method` / `Code(file)` / `Dataset` / `Framework` / `Citation`
边:`Paper —proposes→ Method`、`Method —implements→ Code`、`Code —uses→ Dataset`、`Code —depends→ Framework`、`Paper —cited-via→ Citation`
状态色:✅绿 / ⚠️黄 / ❌红(缺失项)。
Feature_Critic 实例化:`ICML2019(1901.11448)✅ —proposes→ Feature-Critic方法 —implements→ main_Feature_Critic.py✅ —uses→ PACS⚠/Visual Decathlon⚠ —depends→ PyTorch(推断)⚠Paper —cited-via→ 无CITATION❌`。真有科研含义,非 v1 假图。
## 11. 报告格式混合主视觉hero
````markdown
🔬 **科研软件 X 光 — liyiying10/Feature_Critic**
═══════════════════════════════════════
论文溯源 ✅ 数据链 ⚠️ 复现就绪 ⚠️ 引用就绪 ❌
═══════════════════════════════════════
### 🧬 真科研图谱
```mermaid
graph LR
P[ICML2019 arxiv:1901.11448]:::ok -->|proposes| M[Feature-Critic 方法]
M -->|implements| C[main_Feature_Critic.py]:::ok
C -->|uses| D1[PACS]:::warn
C -->|uses| D2[Visual Decathlon]:::warn
C -->|depends| F[PyTorch 推断]:::warn
P -->|cited-via| Ci[无 CITATION.cff]:::bad
classDef ok fill:#cfe,stroke:#3a3; classDef warn fill:#ffe,stroke:#cc3; classDef bad fill:#fee,stroke:#c33;
```
### 🔍 关键发现(本 repo 特有)
- 论文 ICML2019 arxiv:1901.11448 已溯源 ✓,但**无 CITATION.cff** → 机器不可引用
- 数据集 PACS/Visual Decathlon 命名 + `get_model_dataset.sh`,但**无数据 license**
- 入口 `main_Feature_Critic.py` 在,但**无 requirements.txt** → 依赖未锁,复现风险
- 框架alexnet/resnet/vggnet疑似 PyTorch**依赖未声明**
### 🔧 处方(可选)
`CITATION.cff`(从 README 抽的引用)+ `requirements.txt`(从 import 扫)+ `Dockerfile`
### 📜 双裁决证书
复现就绪 ⚠️ 部分 引用就绪 ❌ 锚定 commit `<sha>`
---
<!-- gitlink-research-fair v2 | repo:<owner>/<repo> | paper:? | repro:? | cite:? | sha:<head> -->
*由 gitlink-research-fair v2科研软件 X 光)生成。*
````
报告**始终落盘** `report-cards/<owner>-<repo>-xray.md`(沿用 v1 落盘原则)。
## 12. 处方闭环 + 护栏(保留 v1 升级)
对 ❌/⚠️ 项生成修复:`CITATION.cff`(从 README 抽的引用文本构造)+ `requirements.txt`(从代码 import 扫出依赖)+ `Dockerfile`(模板)。→ fork → PR默认预览`--auto` 跳过;永不 force-push/碰原仓库/自动 merge`--no-fork` 报告已落盘)。
## 13. 错误处理与降级
| 情况 | 处理 |
|------|------|
| README 读取失败 | 降级用 file list + 元数据,标注"README 不可读,结论受限" |
| `file +list` data 为字符串 | json.loads 解套(已知结构) |
| arxiv/DOI 抽不到 | 论文溯源维度判 ⚠️ 或 ❌,据实 |
| 框架无法推断 | frameworks 标 "未知",不编造 |
| `--repo` 用了中文显示名 404 | 提示用 identifier从 search 取) |
| fork/PR 失败 | 处方物料落本地,告知路径 |
| 报告/PR 发布失败 | 报告已在 ④ 落盘,告知路径 |
## 14. 验证计划1-2 示例 + 答辩演示)
- **答辩现场演示 + 示例1**`liyiying10/Feature_Critic`
- [ ] fair.py 抽出 arxiv 1901.11448 + ICML2019 + PACS/VD 数据集 + 入口 + 无 CITATION/requirements
- [ ] 4 维裁决:论文 ✅ / 数据 ⚠️ / 复现 ⚠️ / 引用 ❌
- [ ] 真图谱画出 6 类节点 + 状态色
- [ ] 关键发现 ≥3 条本 repo 特有
- **示例2**`Edgedev/Edge-Computing-Engine`
- [ ] X 光发现 license 冲突Apache vs README"禁商用")作为关键发现
- [ ] 与 Feature_Critic 报告内容明显不同(证明不千篇一律)
- 两示例均落盘 report-cards/ + 写入 examples/。
## 15. 风险与未决
- **README 抽取覆盖度**:正则抽 arxiv/DOI 依赖 README 写法;对非标准 README 可能漏。fair.py 同时匹配多种句式arxiv URL / arXiv:id / 裸 id兜底。
- **框架推断**:从文件名/import 推断 PyTorch/TF 有噪声 → 标"推断",不肯定。
- **数据集识别**:已知数据集名白名单有限;未知名标"unnamed dataset (mentioned)"。
- **GitLink file +list data 字符串化**fair.py 需 json.loads 解套(已知)。
- **演示仓库稳定性**Feature_Critic 是 1⭐ 小仓但 ICML2019 真实学术代码,内容稳定;演示前复跑一次确认 README/文件未变。
## 16. 验收标准
1. `skills/gitlink-research-fair/` 含 SKILL.md重写+ scripts/fair.py + test_fair.py + REFERENCE.md重写+ 2 个 examples
2. `python fair.py --owner liyiying10 --repo Feature_Critic` 输出合法科研画像 JSON含真实 arxiv 1901.11448
3. test_fair.py 抽取函数单测全过
4. Feature_Critic X 光4 维裁决正确(论文✅/数据⚠️/复现⚠️/引用❌)+ 真图谱 ≥6 节点 + 关键发现 ≥3 条
5. Edge X 光license 冲突作为关键发现,报告与 Feature_Critic 明显不同
6. 报告落盘 report-cards/
7. v1 的 5 轴雷达/假 KG 已从 SKILL.md 移除
8. README/workflow 描述更新为"科研软件 X 光"

1
pr-test-file.txt Normal file
View File

@ -0,0 +1 @@
PR Test 2026年 4月 7日 星期二 11时45分56秒 CST

View File

@ -19,9 +19,9 @@ PROJECT_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
SRC="$PROJECT_DIR/skills"
DST="$HOME/.claude/skills"
# --- collect gitlink-* skills (top-level skills/ + workflow-bundled skills) ---
# --- collect gitlink-* skills ---
shopt -s nullglob
SKILLS=("$SRC"/gitlink-*/ "$PROJECT_DIR/shortcuts/workflow/skills"/gitlink-*/)
SKILLS=("$SRC"/gitlink-*/)
shopt -u nullglob
if [ ${#SKILLS[@]} -eq 0 ]; then
echo "No gitlink-* skills found under $SRC" >&2

View File

@ -280,9 +280,9 @@ func assignIssue(ctx *common.RuntimeContext, number, user string) error {
}
body := map[string]interface{}{
"subject": current.Subject,
"description": current.Description,
"assigner_ids": []int64{int64(userID)},
"subject": current.Subject,
"description": current.Description,
"assigned_to_id": userID,
}
if current.StatusID != nil {
body["status_id"] = current.StatusID

View File

@ -258,9 +258,9 @@ func Shortcuts() []*common.Shortcut {
return fmt.Errorf("user 参数必须是数字 ID而不是用户名")
}
body := map[string]interface{}{
"subject": current.Subject,
"description": current.Description,
"assigner_ids": []int64{int64(userID)},
"subject": current.Subject,
"description": current.Description,
"assigned_to_id": userID,
}
if current.StatusID != nil {
body["status_id"] = current.StatusID

View File

@ -281,17 +281,16 @@ func TestIssueComment(t *testing.T) {
}
func TestIssueAssignSendsCorrectUser(t *testing.T) {
var assignPath string
var assignPayload map[string]interface{}
server := newIssueTestServer(t, func(w http.ResponseWriter, r *http.Request) {
switch {
case r.Method == "GET" && r.URL.Path == "/v1/owner/repo/issues/42.json":
writeJSON(t, w, map[string]interface{}{
"subject": "Existing title",
"description": "Existing description",
})
case r.Method == "PATCH" && r.URL.Path == "/v1/owner/repo/issues/42.json":
case r.Method == "PUT" && r.URL.Path == "/v1/owner/repo/issues/42/assignees.json":
assignPath = r.URL.Path
assignPayload = decodeJSON(t, r)
writeJSON(t, w, map[string]interface{}{"message": "指派成功"})
writeJSON(t, w, map[string]interface{}{
"message": "指派成功",
})
default:
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}
@ -300,18 +299,16 @@ func TestIssueAssignSendsCorrectUser(t *testing.T) {
err := runIssueShortcut(t, server, "assign", map[string]string{
"number": "42",
"user": "42",
"user": "zhangsan",
})
if err != nil {
t.Fatalf("assign shortcut failed: %v", err)
}
// GitLink 责任人字段是 assigner_ids数组不是 assigned_to_id
got, ok := assignPayload["assigner_ids"].([]interface{})
if !ok || len(got) != 1 {
t.Fatalf("expected assigner_ids [42], got %#v", assignPayload["assigner_ids"])
if assignPath == "" {
t.Fatal("assign endpoint was not called")
}
assertEqual(t, got[0], float64(42))
assertEqual(t, assignPayload["assigned_to_id"], "zhangsan")
}
func TestIssueAssignRequiresNumberAndUser(t *testing.T) {
@ -389,15 +386,15 @@ func TestIssueLabelRemoveSendsDeleteRequests(t *testing.T) {
}
func TestBatchAssign(t *testing.T) {
var assignPath string
var assignPayload map[string]interface{}
server := newIssueTestServer(t, func(w http.ResponseWriter, r *http.Request) {
switch {
case r.Method == "GET" && (r.URL.Path == "/v1/owner/repo/issues/1.json" || r.URL.Path == "/v1/owner/repo/issues/2.json"):
writeJSON(t, w, map[string]interface{}{"subject": "title", "description": "desc"})
case r.Method == "PATCH" && r.URL.Path == "/v1/owner/repo/issues/1.json":
case r.Method == "PUT" && r.URL.Path == "/v1/owner/repo/issues/1/assignees.json":
assignPath = r.URL.Path
assignPayload = decodeJSON(t, r)
writeJSON(t, w, map[string]interface{}{"message": "指派成功"})
case r.Method == "PATCH" && r.URL.Path == "/v1/owner/repo/issues/2.json":
case r.Method == "PUT" && r.URL.Path == "/v1/owner/repo/issues/2/assignees.json":
writeJSON(t, w, map[string]interface{}{"message": "指派成功"})
default:
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
@ -407,18 +404,17 @@ func TestBatchAssign(t *testing.T) {
err := runIssueShortcut(t, server, "batch-assign", map[string]string{
"numbers": "1,2",
"user": "42",
"user": "zhangsan",
"dry-run": "false",
})
if err != nil {
t.Fatalf("batch-assign failed: %v", err)
}
got, ok := assignPayload["assigner_ids"].([]interface{})
if !ok || len(got) != 1 {
t.Fatalf("expected assigner_ids [42], got %#v", assignPayload["assigner_ids"])
if assignPath == "" {
t.Fatal("assign endpoint was not called")
}
assertEqual(t, got[0], float64(42))
assertEqual(t, assignPayload["assigned_to_id"], "zhangsan")
}
func TestBatchAssignDryRun(t *testing.T) {

View File

@ -22,8 +22,7 @@ import (
"github.com/gitlink-org/gitlink-cli/shortcuts/watch"
"github.com/gitlink-org/gitlink-cli/shortcuts/webhook"
"github.com/gitlink-org/gitlink-cli/shortcuts/wiki"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/cli"
_ "github.com/gitlink-org/gitlink-cli/shortcuts/workflow/defs"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
_ "github.com/gitlink-org/gitlink-cli/shortcuts/workflow/rules"
)
@ -48,7 +47,7 @@ func RegisterAll(root *cobra.Command) {
"watch": watch.Shortcuts(),
"star": star.Shortcuts(),
"wiki": wiki.Shortcuts(),
"workflow": cli.Shortcuts(),
"workflow": workflow.Shortcuts(),
}
descriptions := map[string]string{

View File

@ -58,9 +58,24 @@ func Shortcuts() []*common.Shortcut {
}
targetDir := ctx.Arg("dir")
cloneURL, repoName, err := parseCloneTarget(rawURL, ctx.Client.BaseURL)
if err != nil {
return err
var cloneURL string
var repoName string
if strings.HasPrefix(rawURL, "http://") || strings.HasPrefix(rawURL, "https://") {
cloneURL = rawURL
if !strings.HasSuffix(cloneURL, ".git") {
cloneURL += ".git"
}
parts := strings.Split(strings.TrimSuffix(rawURL, ".git"), "/")
repoName = parts[len(parts)-1]
} else {
parts := strings.SplitN(rawURL, "/", 2)
if len(parts) != 2 {
return fmt.Errorf("无效的仓库格式 %q: 请使用 owner/repo 格式", rawURL)
}
webBase := strings.TrimSuffix(strings.TrimSuffix(ctx.Client.BaseURL, "/"), "/api")
cloneURL = fmt.Sprintf("%s/%s/%s.git", webBase, parts[0], parts[1])
repoName = parts[1]
}
if targetDir == "" {
@ -211,30 +226,3 @@ func Shortcuts() []*common.Shortcut {
},
}
}
// parseCloneTarget 把用户输入的 --url 解析成可克隆的 cloneURL 和默认目录名 repoName。
// 支持两种输入:
// - 完整 URLhttps://www.gitlink.org.cn/owner/repo[.git]
// - 简写格式owner/repo会基于 BaseURL 拼成完整 URL
//
// 抽成纯函数便于跨平台单元测试(不依赖 git / PATH
func parseCloneTarget(rawURL, baseURL string) (cloneURL, repoName string, err error) {
if strings.HasPrefix(rawURL, "http://") || strings.HasPrefix(rawURL, "https://") {
cloneURL = rawURL
if !strings.HasSuffix(cloneURL, ".git") {
cloneURL += ".git"
}
parts := strings.Split(strings.TrimSuffix(rawURL, ".git"), "/")
repoName = parts[len(parts)-1]
return
}
parts := strings.SplitN(rawURL, "/", 2)
if len(parts) != 2 {
err = fmt.Errorf("无效的仓库格式 %q: 请使用 owner/repo 格式", rawURL)
return
}
webBase := strings.TrimSuffix(strings.TrimSuffix(baseURL, "/"), "/api")
cloneURL = fmt.Sprintf("%s/%s/%s.git", webBase, parts[0], parts[1])
repoName = parts[1]
return
}

View File

@ -5,6 +5,8 @@ import (
"fmt"
"net/http"
"net/http/httptest"
"os"
"path/filepath"
"strings"
"testing"
@ -217,38 +219,50 @@ func assertEqual(t *testing.T, got interface{}, want interface{}) {
}
}
// clone 测试直接验证 parseCloneTarget 的解析逻辑(纯函数,不依赖 git/PATH全平台可跑
const testCloneBaseURL = "https://www.gitlink.org.cn/api"
func TestRepoCloneParsesOwnerRepoFormat(t *testing.T) {
cloneURL, repoName, err := parseCloneTarget("myorg/myrepo", testCloneBaseURL)
tmpDir := t.TempDir()
fakeGit := createFakeGit(t, tmpDir)
err := runRepoCloneShortcut(t, fakeGit, map[string]string{
"url": "myorg/myrepo",
})
if err != nil {
t.Fatalf("parseCloneTarget failed: %v", err)
}
if cloneURL != "https://www.gitlink.org.cn/myorg/myrepo.git" {
t.Errorf("cloneURL = %q, want .../myorg/myrepo.git", cloneURL)
}
if repoName != "myrepo" {
t.Errorf("repoName = %q, want myrepo", repoName)
t.Fatalf("clone shortcut failed: %v", err)
}
}
func TestRepoCloneParsesFullURL(t *testing.T) {
cloneURL, repoName, err := parseCloneTarget("https://www.gitlink.org.cn/myorg/myrepo", testCloneBaseURL)
tmpDir := t.TempDir()
fakeGit := createFakeGit(t, tmpDir)
err := runRepoCloneShortcut(t, fakeGit, map[string]string{
"url": "https://www.gitlink.org.cn/myorg/myrepo",
})
if err != nil {
t.Fatalf("parseCloneTarget failed: %v", err)
t.Fatalf("clone shortcut failed: %v", err)
}
// 完整 URL 缺 .git 时应自动补上
if cloneURL != "https://www.gitlink.org.cn/myorg/myrepo.git" {
t.Errorf("cloneURL = %q, want .../myorg/myrepo.git", cloneURL)
}
if repoName != "myrepo" {
t.Errorf("repoName = %q, want myrepo", repoName)
}
func TestRepoCloneCustomTargetDir(t *testing.T) {
tmpDir := t.TempDir()
fakeGit := createFakeGit(t, tmpDir)
err := runRepoCloneShortcut(t, fakeGit, map[string]string{
"url": "myorg/myrepo",
"dir": "/custom/dir",
})
if err != nil {
t.Fatalf("clone shortcut failed: %v", err)
}
}
func TestRepoCloneInvalidFormat(t *testing.T) {
_, _, err := parseCloneTarget("invalidformat", testCloneBaseURL)
tmpDir := t.TempDir()
fakeGit := createFakeGit(t, tmpDir)
err := runRepoCloneShortcut(t, fakeGit, map[string]string{
"url": "invalidformat",
})
if err == nil {
t.Fatal("expected error for invalid format, got nil")
}
@ -258,17 +272,52 @@ func TestRepoCloneInvalidFormat(t *testing.T) {
}
func TestRepoCloneURLWithGitSuffix(t *testing.T) {
cloneURL, repoName, err := parseCloneTarget("https://www.gitlink.org.cn/myorg/myrepo.git", testCloneBaseURL)
tmpDir := t.TempDir()
fakeGit := createFakeGit(t, tmpDir)
err := runRepoCloneShortcut(t, fakeGit, map[string]string{
"url": "https://www.gitlink.org.cn/myorg/myrepo.git",
})
if err != nil {
t.Fatalf("parseCloneTarget failed: %v", err)
t.Fatalf("clone shortcut failed: %v", err)
}
// 已带 .git 时不应重复追加
if cloneURL != "https://www.gitlink.org.cn/myorg/myrepo.git" {
t.Errorf("cloneURL = %q, want unchanged .../myorg/myrepo.git", cloneURL)
}
func createFakeGit(t *testing.T, dir string) string {
t.Helper()
fakeGitPath := filepath.Join(dir, "git")
script := `#!/bin/bash
# Record arguments for test verification
echo "git $@" > ` + filepath.Join(dir, "git_args.txt") + `
exit 0
`
if err := os.WriteFile(fakeGitPath, []byte(script), 0755); err != nil {
t.Fatalf("failed to create fake git: %v", err)
}
if repoName != "myrepo" {
t.Errorf("repoName = %q, want myrepo", repoName)
return fakeGitPath
}
func runRepoCloneShortcut(t *testing.T, fakeGitPath string, args map[string]string) error {
t.Helper()
shortcut := findRepoShortcut(t, "clone")
// Set up PATH to include fake git
origPath := os.Getenv("PATH")
gitDir := filepath.Dir(fakeGitPath)
os.Setenv("PATH", gitDir+":"+origPath)
defer os.Setenv("PATH", origPath)
ctx := &common.RuntimeContext{
Client: &client.Client{
HTTP: nil,
BaseURL: "https://www.gitlink.org.cn/api",
},
Owner: "owner",
Repo: "repo",
Format: "json",
Args: args,
}
return shortcut.Run(ctx)
}
func TestRepoListWithoutUser(t *testing.T) {

View File

@ -1,4 +1,4 @@
package ai
package workflow
import (
"bytes"
@ -11,7 +11,6 @@ import (
"time"
"github.com/gitlink-org/gitlink-cli/internal/config"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
)
const deepseekBaseURL = "https://api.deepseek.com/v1/chat/completions"
@ -24,6 +23,18 @@ type AIClient struct {
http *http.Client
}
// AIRequest bundles the data needed for an AI skill step call.
type AIRequest struct {
SystemPrompt string
UserData string
}
// AIResponse is the parsed structured output from an AI skill step.
type AIResponse struct {
Analysis interface{} `json:"analysis"`
Actions []AIAction `json:"actions"`
}
const jsonOutputInstruction = `
IMPORTANT: You MUST respond with a single JSON object in exactly this format:
@ -53,7 +64,7 @@ func NewAIClient() *AIClient {
}
// Analyze sends the skill prompt + upstream data to the DeepSeek API and parses the response.
func (c *AIClient) Analyze(req *wf.AIRequest) (*wf.AIResponse, error) {
func (c *AIClient) Analyze(req *AIRequest) (*AIResponse, error) {
if c == nil {
return nil, fmt.Errorf("AI client not configured: set DEEPSEEK_API_KEY or configure deepseek_api_key")
}
@ -114,6 +125,7 @@ func (c *AIClient) Analyze(req *wf.AIRequest) (*wf.AIResponse, error) {
text := result.Choices[0].Message.Content
aiResp, err := parseAIResponse(text)
if err != nil {
// Fallback: try to extract JSON from markdown code fences.
if extracted := extractJSONFromMarkdown(text); extracted != "" {
aiResp2, err2 := parseAIResponse(extracted)
if err2 != nil {
@ -129,7 +141,8 @@ func (c *AIClient) Analyze(req *wf.AIRequest) (*wf.AIResponse, error) {
}
// parseAIResponse unmarshals the AI's JSON output, coercing numeric arg values to strings.
func parseAIResponse(text string) (*wf.AIResponse, error) {
func parseAIResponse(text string) (*AIResponse, error) {
// First pass: unmarshal into a flexible structure that accepts numbers in args.
raw := struct {
Analysis json.RawMessage `json:"analysis"`
Actions []struct {
@ -146,8 +159,9 @@ func parseAIResponse(text string) (*wf.AIResponse, error) {
return nil, err
}
resp := &wf.AIResponse{}
resp := &AIResponse{}
if err := json.Unmarshal(raw.Analysis, &resp.Analysis); err != nil {
// If it's not valid JSON, treat it as a plain string.
resp.Analysis = string(raw.Analysis)
}
for _, a := range raw.Actions {
@ -155,7 +169,7 @@ func parseAIResponse(text string) (*wf.AIResponse, error) {
for k, v := range a.Args {
args[k] = fmt.Sprint(v)
}
resp.Actions = append(resp.Actions, wf.AIAction{
resp.Actions = append(resp.Actions, AIAction{
Type: a.Type,
Method: a.Method,
Path: a.Path,
@ -175,6 +189,7 @@ func (c *AIClient) HasKey() bool {
// extractJSONFromMarkdown tries to pull a JSON object out of a markdown code fence.
func extractJSONFromMarkdown(text string) string {
// Look for ```json ... ``` block.
start := strings.Index(text, "```json")
if start == -1 {
start = strings.Index(text, "```")
@ -182,6 +197,7 @@ func extractJSONFromMarkdown(text string) string {
if start == -1 {
return ""
}
// Find end of opening fence.
nl := strings.Index(text[start:], "\n")
if nl == -1 {
return ""

View File

@ -1,26 +0,0 @@
package cli
import "testing"
func TestShortcutsCount(t *testing.T) {
sc := Shortcuts()
if len(sc) != 10 {
t.Fatalf("expected 10 shortcuts (list, info, run, watch, schedule, start, stop, status, logs, install-systemd), got %d", len(sc))
}
names := map[string]bool{
"list": false, "info": false, "run": false, "watch": false,
"schedule": false, "start": false, "stop": false, "status": false,
"logs": false, "install-systemd": false,
}
for _, s := range sc {
if _, ok := names[s.Name]; !ok {
t.Fatalf("unexpected shortcut: %s", s.Name)
}
names[s.Name] = true
}
for n, found := range names {
if !found {
t.Fatalf("missing shortcut: %s", n)
}
}
}

View File

@ -0,0 +1,23 @@
package workflow
func registerCodeQuality() {
register(&WorkflowDef{
Name: "code-quality",
Category: "质量",
Description: "代码质量看门人PR 提交 → Review → CI 检查 → 结果汇总",
Trigger: TriggerDef{
Type: "poll",
On: "pr.opened",
Interval: "5m",
},
Steps: []StepDef{
{Type: StepTypeCommand, Name: "open-prs", Purpose: "获取开放 PR 列表", Target: "pr +list --state open --limit 20"},
{Type: StepTypeCommand, Name: "ci-builds", Purpose: "获取 CI 构建状态", Target: "ci +builds --limit 10"},
{Type: StepTypeCommand, Name: "repo-info", Purpose: "获取仓库保护规则配置", Target: "repo +info"},
{Type: StepTypeCommand, Name: "commits", Purpose: "获取最近提交供 CI 关联分析", Target: "commit +list --limit 30"},
{Type: StepTypeCommand, Name: "branches", Purpose: "获取分支列表检查保护状态", Target: "branch +list"},
{Type: StepTypeSkill, Name: "review", Purpose: "AI 审查 PR 代码质量", Target: "gitlink-review", DependsOn: []string{"open-prs"}},
{Type: StepTypeSkill, Name: "ci-diagnosis", Purpose: "AI 诊断 CI 构建失败并给出建议", Target: "gitlink-ci", DependsOn: []string{"ci-builds", "commits"}},
},
})
}

View File

@ -1,68 +0,0 @@
package workflow
import (
"fmt"
"os"
"path/filepath"
"strings"
)
// ParseCommandTarget splits a CLI command string into tokens, respecting quoted arguments.
func ParseCommandTarget(target string) []string {
var parts []string
var current strings.Builder
inQuote := false
quoteChar := byte(0)
for i := 0; i < len(target); i++ {
c := target[i]
switch {
case c == '"' || c == '\'':
if inQuote && c == quoteChar {
inQuote = false
quoteChar = 0
} else if !inQuote {
inQuote = true
quoteChar = c
} else {
current.WriteByte(c)
}
case c == ' ' && !inQuote:
if current.Len() > 0 {
parts = append(parts, current.String())
current.Reset()
}
default:
current.WriteByte(c)
}
}
if current.Len() > 0 {
parts = append(parts, current.String())
}
return parts
}
// ResolveCLIBinary finds the gitlink-cli binary for subprocess calls.
func ResolveCLIBinary() string {
if exe, err := os.Executable(); err == nil && exe != "" {
return exe
}
for _, p := range []string{"./gitlink-cli", "./gitlink-cli.exe", "../gitlink-cli", "../gitlink-cli.exe"} {
if _, err := os.Stat(p); err == nil {
if abs, err := filepath.Abs(p); err == nil {
return abs
}
return p
}
}
return "gitlink-cli"
}
// ResolvePath replaces template placeholders in a path string.
func ResolvePath(template, owner, repo string) string {
base := fmt.Sprintf("/%s/%s", owner, repo)
v1 := fmt.Sprintf("/v1/%s/%s", owner, repo)
s := strings.Replace(template, "{v1}", v1, 1)
s = strings.Replace(s, "{base}", base, 1)
return s
}

View File

@ -0,0 +1,26 @@
package workflow
func registerCommunityOps() {
register(&WorkflowDef{
Name: "community-ops",
Category: "运营",
Description: "社区运营自动化Issue 智能分拣 → 生成周报 → 生成 Release Notes",
Trigger: TriggerDef{
Type: "poll",
On: "issue.created",
Interval: "5m",
},
Steps: []StepDef{
{Type: StepTypeCommand, Name: "open-issues", Purpose: "获取所有开放 Issue 供 AI 分类", Target: "issue +list --state open --limit 50"},
{Type: StepTypeCommand, Name: "labels", Purpose: "获取标签库供 AI 匹配", Target: "label +list"},
{Type: StepTypeCommand, Name: "members", Purpose: "获取成员列表供 AI 分配责任人", Target: "member +list"},
{Type: StepTypeSkill, Name: "triage", Purpose: "AI 分析前三步数据,输出分拣表格并执行打标签/分配", Target: "gitlink-triage", DependsOn: []string{"open-issues", "labels", "members"}, RunWhen: RunAlways},
{Type: StepTypeCommand, Name: "repo-info", Purpose: "获取项目基础信息", Target: "repo +info"},
{Type: StepTypeCommand, Name: "merged-prs", Purpose: "获取已合并 PR 计算合并效率", Target: "pr +list --state merged --limit 50"},
{Type: StepTypeCommand, Name: "commits", Purpose: "获取提交历史分析活跃度", Target: "commit +list --limit 50"},
{Type: StepTypeSkill, Name: "health-report", Purpose: "AI 根据指标生成周报", Target: "gitlink-health", DependsOn: []string{"repo-info", "merged-prs", "commits", "open-issues"}, RunWhen: RunWeekly},
{Type: StepTypeCommand, Name: "releases", Purpose: "获取版本发布记录", Target: "release +list"},
{Type: StepTypeSkill, Name: "changelog", Purpose: "AI 分类 commit 生成 Release Notes", Target: "gitlink-changelog", DependsOn: []string{"commits", "releases", "merged-prs"}, RunWhen: RunOnChange},
},
})
}

View File

@ -0,0 +1,23 @@
package workflow
func registerContributorGrowth() {
register(&WorkflowDef{
Name: "contributor-growth",
Category: "成长",
Description: "贡献者成长体系:追踪贡献者活动 → 生成排行 → 识别活跃与流失",
Trigger: TriggerDef{
Type: "cron",
On: "0 9 * * 1",
Interval: "24h",
},
Steps: []StepDef{
{Type: StepTypeCommand, Name: "commits", Purpose: "提交历史统计代码贡献", Target: "commit +list --limit 100"},
{Type: StepTypeCommand, Name: "open-issues", Purpose: "开放 Issue 统计 Issue 贡献", Target: "issue +list --state open --limit 50"},
{Type: StepTypeCommand, Name: "closed-issues", Purpose: "已关闭 Issue 统计解决贡献", Target: "issue +list --state closed --limit 50"},
{Type: StepTypeCommand, Name: "merged-prs", Purpose: "已合并 PR 统计代码贡献", Target: "pr +list --state merged --limit 50"},
{Type: StepTypeCommand, Name: "members", Purpose: "项目成员列表统计参与度", Target: "member +list"},
{Type: StepTypeCommand, Name: "repo-info", Purpose: "项目基础数据Fork/Star/Watch", Target: "repo +info"},
{Type: StepTypeSkill, Name: "contributor-ranking", Purpose: "AI 分析贡献者排行并识别活跃与流失", Target: "gitlink-contributor-ranking", DependsOn: []string{"commits", "open-issues", "closed-issues", "merged-prs", "members"}},
},
})
}

View File

@ -1,4 +1,4 @@
package daemon
package workflow
import (
"encoding/json"
@ -14,24 +14,22 @@ import (
"github.com/gitlink-org/gitlink-cli/internal/config"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/engine"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/state"
)
// StartDaemon launches a workflow as a background daemon process.
func StartDaemon(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, interval time.Duration, aiMode string) error {
func StartDaemon(ctx *common.RuntimeContext, wf *WorkflowDef, interval time.Duration, aiMode string) error {
bin, err := os.Executable()
if err != nil {
return fmt.Errorf("cannot find executable: %w", err)
}
args := BuildDaemonArgs(ctx, wfDef, interval, aiMode)
args := buildDaemonArgs(ctx, wf, interval, aiMode)
cmd := exec.Command(bin, args...)
applyDaemonAttrs(cmd)
cmd.SysProcAttr = &syscall.SysProcAttr{Setsid: true}
logPath := daemonLogPath(wfDef.Name)
// Redirect output to log file instead of discarding.
logPath := daemonLogPath(wf.Name)
logFile, err := os.OpenFile(logPath, os.O_CREATE|os.O_WRONLY|os.O_APPEND, 0600)
if err != nil {
return fmt.Errorf("create log file: %w", err)
@ -44,25 +42,25 @@ func StartDaemon(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, interval tim
logFile.Close()
return fmt.Errorf("start daemon: %w", err)
}
// logFile is owned by child process; it will be closed when child exits.
pid := cmd.Process.Pid
if err := savePID(wfDef.Name, pid); err != nil {
if err := savePID(wf.Name, pid); err != nil {
return fmt.Errorf("save pid: %w", err)
}
fmt.Printf("Daemon started for %q (PID: %d)\n", wfDef.Name, pid)
fmt.Printf("Daemon started for %q (PID: %d)\n", wf.Name, pid)
fmt.Printf("Log: %s\n", logPath)
return nil
}
// BuildDaemonArgs constructs the CLI arguments for the daemon subprocess.
func BuildDaemonArgs(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, interval time.Duration, aiMode string) []string {
func buildDaemonArgs(ctx *common.RuntimeContext, wf *WorkflowDef, interval time.Duration, aiMode string) []string {
args := []string{
"workflow", "+run", "--name", wfDef.Name,
"workflow", "+run", "--name", wf.Name,
"--format", "json", "--daemon-loop",
"--interval", interval.String(),
}
if !engine.IsExplicitMultiRepoRun(ctx, wfDef) {
if !isExplicitMultiRepoRun(ctx, wf) {
args = append(args, "--owner", ctx.Owner, "--repo", ctx.Repo)
}
if aiMode == "ai" {
@ -96,6 +94,7 @@ func StopDaemon(name string) error {
}
if err := proc.Signal(os.Interrupt); err != nil {
// Process might already be dead; clean up pid file anyway.
cleanPID(name)
return fmt.Errorf("failed to stop daemon %q: %w", name, err)
}
@ -107,7 +106,7 @@ func StopDaemon(name string) error {
// StatusDaemon prints the current daemon status for a workflow.
func StatusDaemon(name string) error {
st, err := state.LoadState(name)
state, err := LoadState(name)
if err != nil {
return fmt.Errorf("load state: %w", err)
}
@ -121,67 +120,72 @@ func StatusDaemon(name string) error {
} else {
fmt.Println("状态: 已停止")
}
if st.LastRun != "" {
t, err := time.Parse(time.RFC3339, st.LastRun)
if state.LastRun != "" {
t, err := time.Parse(time.RFC3339, state.LastRun)
if err == nil {
fmt.Printf("上次运行: %s\n", t.Format("2006-01-02 15:04"))
} else {
fmt.Printf("上次运行: %s\n", st.LastRun)
fmt.Printf("上次运行: %s\n", state.LastRun)
}
}
fmt.Printf("累计运行: %d 次\n", st.TotalRuns)
fmt.Printf("快照步骤: %d 个\n", len(st.Snapshots))
fmt.Printf("累计运行: %d 次\n", state.TotalRuns)
fmt.Printf("快照步骤: %d 个\n", len(state.Snapshots))
fmt.Printf("日志文件: %s\n", daemonLogPath(name))
return nil
}
// DaemonLoop runs the workflow repeatedly in a loop.
func DaemonLoop(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, interval time.Duration) error {
// DaemonLoop runs the workflow repeatedly in a loop (used by the daemon subprocess).
func DaemonLoop(ctx *common.RuntimeContext, wf *WorkflowDef, interval time.Duration) error {
tick := time.NewTicker(interval)
defer tick.Stop()
doDaemonCycle(ctx, wfDef)
// Run immediately on start (dry-run to establish baseline).
doDaemonCycle(ctx, wf)
for {
select {
case <-tick.C:
doDaemonCycle(ctx, wfDef)
doDaemonCycle(ctx, wf)
}
}
}
func doDaemonCycle(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef) {
st, _ := state.LoadState(wfDef.Name)
func doDaemonCycle(ctx *common.RuntimeContext, wf *WorkflowDef) {
state, _ := LoadState(wf.Name)
dryResult, err := engine.Run(ctx, wfDef, true)
// Phase 1: cheap dry-run — collect data without AI.
dryResult, err := Run(ctx, wf, true)
if err != nil {
fmt.Fprintf(os.Stderr, "[%s] error: %v\n", time.Now().Format(time.RFC3339), err)
return
}
changed := st.Diff(dryResult.Steps)
changed := state.Diff(dryResult.Steps)
if len(changed) == 0 {
if st.TotalRuns > 0 {
if state.TotalRuns > 0 {
fmt.Fprintf(os.Stderr, "[%s] 没有检测到变更\n", time.Now().Format(time.RFC3339))
st.TotalRuns++
st.Save()
state.TotalRuns++
state.Save()
return
}
// First run: establish baseline snapshot, then proceed to full run.
} else {
fmt.Fprintf(os.Stderr, "[%s] 🔔 检测到变更: %v\n", time.Now().Format(time.RFC3339), changed)
}
fullResult, err := engine.Run(ctx, wfDef, false)
// Phase 2: full run (AI or rules based on context.AIMode).
fullResult, err := Run(ctx, wf, false)
if err != nil {
fmt.Fprintf(os.Stderr, "[%s] run error: %v\n", time.Now().Format(time.RFC3339), err)
return
}
st, _ = state.LoadState(wfDef.Name)
st.TotalRuns++
st.Diff(fullResult.Steps)
st.UpdateSnapshots(fullResult.Steps)
st.Save()
// Reload state — Run() may have updated ReviewedPRs fingerprints.
state, _ = LoadState(wf.Name)
state.TotalRuns++
state.Diff(fullResult.Steps)
state.UpdateSnapshots(fullResult.Steps)
state.Save()
ok, total := 0, len(fullResult.Steps)
for _, sr := range fullResult.Steps {
@ -191,17 +195,19 @@ func doDaemonCycle(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef) {
}
fmt.Fprintf(os.Stderr, "[%s] ✅ %d/%d steps OK\n", time.Now().Format(time.RFC3339), ok, total)
// Log step-level details: failures and rule-engine findings.
for _, sr := range fullResult.Steps {
if !sr.OK {
fmt.Fprintf(os.Stderr, "[%s] ❌ %s 失败: %s\n", time.Now().Format(time.RFC3339), sr.Step, sr.Error)
}
if sr.Type == wf.StepTypeSkill && sr.Data != nil {
if sr.Type == StepTypeSkill && sr.Data != nil {
logSkillFindings(sr)
}
}
}
func logSkillFindings(sr wf.StepResult) {
// logSkillFindings prints rule-engine/AI analysis findings from a skill step to the daemon log.
func logSkillFindings(sr StepResult) {
m, ok := sr.Data.(map[string]interface{})
if !ok {
return
@ -211,6 +217,7 @@ func logSkillFindings(sr wf.StepResult) {
fmt.Fprintf(os.Stderr, "[%s] ── %s 分析结果 ──\n", time.Now().Format(time.RFC3339), skill)
// AI mode returns analysis as a markdown string; print it directly.
if s, ok := analysis.(string); ok && s != "" {
for _, line := range strings.Split(s, "\n") {
fmt.Fprintf(os.Stderr, "[%s] %s\n", time.Now().Format(time.RFC3339), line)
@ -218,6 +225,7 @@ func logSkillFindings(sr wf.StepResult) {
return
}
// Rule engine returns analysis as a structured map.
am, _ := analysis.(map[string]interface{})
if am == nil {
return
@ -256,17 +264,13 @@ func logSkillFindings(sr wf.StepResult) {
}
}
// DaemonLogPath returns the log file path for a workflow daemon.
func DaemonLogPath(name string) string {
return daemonLogPath(name)
}
// daemonLogPath returns the log file path for a workflow daemon.
func daemonLogPath(name string) string {
return filepath.Join(config.ConfigDir(), fmt.Sprintf("workflow-%s.log", name))
}
// TailDaemonLog reads and optionally follows a daemon log file.
func TailDaemonLog(name string, follow bool) error {
// tailDaemonLog reads and optionally follows a daemon log file.
func tailDaemonLog(name string, follow bool) error {
path := daemonLogPath(name)
data, err := os.ReadFile(path)
if err != nil {
@ -311,8 +315,8 @@ func TailDaemonLog(name string, follow bool) error {
}
}
// InstallSystemdUnit generates a systemd service unit file for a workflow daemon.
func InstallSystemdUnit(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, interval, aiMode string) error {
// installSystemdUnit generates a systemd service unit file for a workflow daemon.
func installSystemdUnit(ctx *common.RuntimeContext, wf *WorkflowDef, interval, aiMode string) error {
if err := ctx.ResolveOwnerRepo(); err != nil {
return fmt.Errorf("resolve repo: %w", err)
}
@ -340,12 +344,12 @@ StandardError=append:%s
[Install]
WantedBy=multi-user.target
`,
wfDef.Name, ctx.Owner, ctx.Repo,
bin, wfDef.Name, ctx.Owner, ctx.Repo, interval, extraArgs,
daemonLogPath(wfDef.Name), daemonLogPath(wfDef.Name),
wf.Name, ctx.Owner, ctx.Repo,
bin, wf.Name, ctx.Owner, ctx.Repo, interval, extraArgs,
daemonLogPath(wf.Name), daemonLogPath(wf.Name),
)
unitPath := filepath.Join(config.ConfigDir(), fmt.Sprintf("workflow-%s.service", wfDef.Name))
unitPath := filepath.Join(config.ConfigDir(), fmt.Sprintf("workflow-%s.service", wf.Name))
if err := os.WriteFile(unitPath, []byte(unit), 0644); err != nil {
return fmt.Errorf("写入 unit 文件: %w", err)
}
@ -354,10 +358,10 @@ WantedBy=multi-user.target
fmt.Println("安装步骤:")
fmt.Printf(" sudo cp %s /etc/systemd/system/\n", unitPath)
fmt.Println(" sudo systemctl daemon-reload")
fmt.Printf(" sudo systemctl enable workflow-%s\n", wfDef.Name)
fmt.Printf(" sudo systemctl start workflow-%s\n", wfDef.Name)
fmt.Printf(" sudo systemctl enable workflow-%s\n", wf.Name)
fmt.Printf(" sudo systemctl start workflow-%s\n", wf.Name)
fmt.Println()
fmt.Printf("查看日志: journalctl -u workflow-%s -f\n", wfDef.Name)
fmt.Printf("查看日志: journalctl -u workflow-%s -f\n", wf.Name)
return nil
}

View File

@ -1,43 +0,0 @@
package daemon
import (
"testing"
"time"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
)
func TestBuildDaemonArgsSkipsOwnerRepoForExplicitMultiRepo(t *testing.T) {
wfDef := &wf.WorkflowDef{
Name: "multi-repo",
}
ctx := &common.RuntimeContext{
Owner: "ignored",
Repo: "ignored",
Args: map[string]string{
"repos": "org/backend,org/frontend",
"release": "v1.4.0",
},
}
args := BuildDaemonArgs(ctx, wfDef, 24*time.Hour, "no-ai")
if stringSliceContains(args, "--owner") || stringSliceContains(args, "--repo") {
t.Fatalf("explicit multi-repo daemon args should not include owner/repo: %v", args)
}
if !stringSliceContains(args, "--repos") || !stringSliceContains(args, "org/backend,org/frontend") {
t.Fatalf("daemon args missing repos: %v", args)
}
if !stringSliceContains(args, "--release") || !stringSliceContains(args, "v1.4.0") {
t.Fatalf("daemon args missing release: %v", args)
}
}
func stringSliceContains(items []string, want string) bool {
for _, item := range items {
if item == want {
return true
}
}
return false
}

View File

@ -1,12 +0,0 @@
//go:build !windows
package daemon
import (
"os/exec"
"syscall"
)
func applyDaemonAttrs(cmd *exec.Cmd) {
cmd.SysProcAttr = &syscall.SysProcAttr{Setsid: true}
}

View File

@ -1,12 +0,0 @@
//go:build windows
package daemon
import (
"os/exec"
"syscall"
)
func applyDaemonAttrs(cmd *exec.Cmd) {
cmd.SysProcAttr = &syscall.SysProcAttr{HideWindow: true}
}

View File

@ -1,68 +0,0 @@
package daemon
import (
"fmt"
"os"
"os/signal"
"time"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/engine"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/state"
)
// Schedule runs the full workflow on a repeating interval. Blocks until Ctrl+C.
func Schedule(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, interval time.Duration) error {
fmt.Printf("⏰ Scheduled %q every %v on %s/%s\n", wfDef.Name, interval, ctx.Owner, ctx.Repo)
fmt.Println(" Press Ctrl+C to stop")
sig := make(chan os.Signal, 1)
signal.Notify(sig, os.Interrupt)
tick := time.NewTicker(interval)
defer tick.Stop()
st, _ := state.LoadState(wfDef.Name)
dryResult, _ := engine.Run(ctx, wfDef, true)
st.UpdateSnapshots(dryResult.Steps)
st.TotalRuns++
st.Save()
for {
select {
case <-sig:
fmt.Println("\n👋 schedule stopped")
return nil
case t := <-tick.C:
dryResult, err := engine.Run(ctx, wfDef, true)
if err != nil {
fmt.Printf("[%s] ❌ error: %v\n", t.Format("15:04:05"), err)
continue
}
changed := st.Diff(dryResult.Steps)
st.UpdateSnapshots(dryResult.Steps)
st.TotalRuns++
st.Save()
if len(changed) == 0 {
fmt.Printf("[%s] ✓ no changes, skipped AI run\n", t.Format("15:04:05"))
continue
}
fmt.Printf("[%s] ⏳ changes detected, running %q with AI...\n", t.Format("15:04:05"), wfDef.Name)
result, err := engine.Run(ctx, wfDef, false)
if err != nil {
fmt.Printf("❌ error: %v\n", err)
continue
}
ok, total := 0, len(result.Steps)
for _, sr := range result.Steps {
if sr.OK {
ok++
}
}
fmt.Printf("✅ %d/%d steps OK\n", ok, total)
}
}
}

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@ -1,72 +0,0 @@
package daemon
import (
"fmt"
"os"
"os/signal"
"time"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/engine"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/state"
)
// Watch polls the first step (or watchStep) every interval and triggers the
// full workflow (with AI) only when data changes. Blocks until Ctrl+C.
func Watch(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, interval time.Duration, watchStep string) error {
if watchStep == "" && len(wfDef.Steps) > 0 {
watchStep = wfDef.Steps[0].Name
}
fmt.Printf("👀 Watching %s/%s for %q changes every %v\n", ctx.Owner, ctx.Repo, watchStep, interval)
fmt.Printf(" Trigger: %s on %s\n", wfDef.Trigger.Type, wfDef.Trigger.On)
fmt.Println(" Press Ctrl+C to stop")
sig := make(chan os.Signal, 1)
signal.Notify(sig, os.Interrupt)
st, _ := state.LoadState(wfDef.Name)
tick := time.NewTicker(interval)
defer tick.Stop()
for {
select {
case <-sig:
fmt.Println("\n👋 watch stopped")
return nil
case t := <-tick.C:
dryResult, err := engine.Run(ctx, wfDef, true)
if err != nil {
fmt.Printf("[%s] ❌ error: %v\n", t.Format("15:04:05"), err)
continue
}
changed := st.Diff(dryResult.Steps)
if len(changed) == 0 && st.TotalRuns > 0 {
fmt.Printf("[%s] ✓ no changes\n", t.Format("15:04:05"))
continue
}
fmt.Printf("[%s] 🔔 change detected: %v\n", t.Format("15:04:05"), changed)
result, err := engine.Run(ctx, wfDef, false)
if err != nil {
fmt.Printf("[%s] ❌ AI run error: %v\n", t.Format("15:04:05"), err)
continue
}
st.UpdateSnapshots(result.Steps)
st.TotalRuns++
st.Save()
for _, sr := range result.Steps {
if sr.OK {
fmt.Printf(" ✓ %s\n", sr.Step)
} else {
fmt.Printf(" ✗ %s: %s\n", sr.Step, sr.Error)
}
}
}
}
}

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@ -0,0 +1,57 @@
package workflow
import (
"testing"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
"github.com/gitlink-org/gitlink-cli/internal/client"
"net/http"
"net/http/httptest"
)
func TestDaemonCycleTriageResult(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
// Return a simple issue list
w.Header().Set("Content-Type", "application/json")
w.Write([]byte(`{"ok":true,"data":{"issues":[{"project_issues_index":"1","title":"fix crash","body":"app crashes on startup"}]}}`))
}))
defer server.Close()
ctx := &common.RuntimeContext{
Client: &client.Client{HTTP: server.Client(), BaseURL: server.URL},
Owner: "test", Repo: "test", Format: "json",
Args: map[string]string{},
}
wf := &WorkflowDef{
Name: "test-daemon-cycle",
Steps: []StepDef{
{Type: StepTypeCommand, Name: "open-issues", Purpose: "issues", Target: "issue +list --state open"},
{Type: StepTypeCommand, Name: "labels", Purpose: "labels", Target: "label +list"},
{Type: StepTypeCommand, Name: "members", Purpose: "members", Target: "member +list"},
{Type: StepTypeSkill, Name: "triage", Purpose: "triage", Target: "gitlink-triage", DependsOn: []string{"open-issues", "labels", "members"}},
},
}
// Simulate daemon cycle: dry-run then full run with same ctx
t.Log("=== Dry run ===")
dryResult, _ := Run(ctx, wf, true)
for _, sr := range dryResult.Steps {
t.Logf("dry %s: ok=%v data=%v", sr.Step, sr.OK, sr.Data)
}
t.Log("=== Full run ===")
fullResult, _ := Run(ctx, wf, false)
for _, sr := range fullResult.Steps {
t.Logf("full %s: ok=%v data=%v", sr.Step, sr.OK, sr.Data)
if sr.Step == "triage" {
d, ok := sr.Data.(map[string]interface{})
if ok {
a, _ := d["analysis"].(map[string]interface{})
t.Logf("triage analysis: %v", a)
if a != nil {
t.Logf("classified: %v", a["classified"])
}
}
}
}
}

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@ -1,26 +0,0 @@
package defs
import wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
// RegisterCodeQuality registers the code-quality workflow definition.
func RegisterCodeQuality() {
wf.Register(&wf.WorkflowDef{
Name: "code-quality",
Category: "质量",
Description: "代码质量看门人PR 提交 → Review → CI 检查 → 结果汇总",
Trigger: wf.TriggerDef{
Type: "poll",
On: "pr.opened",
Interval: "5m",
},
Steps: []wf.StepDef{
{Type: wf.StepTypeCommand, Name: "open-prs", Purpose: "获取开放 PR 列表", Target: "pr +list --state open --limit 20"},
{Type: wf.StepTypeCommand, Name: "ci-builds", Purpose: "获取 CI 构建状态", Target: "ci +builds --limit 10"},
{Type: wf.StepTypeCommand, Name: "repo-info", Purpose: "获取仓库保护规则配置", Target: "repo +info"},
{Type: wf.StepTypeCommand, Name: "commits", Purpose: "获取最近提交供 CI 关联分析", Target: "commit +list --limit 30"},
{Type: wf.StepTypeCommand, Name: "branches", Purpose: "获取分支列表检查保护状态", Target: "branch +list"},
{Type: wf.StepTypeSkill, Name: "review", Purpose: "AI 审查 PR 代码质量", Target: "gitlink-review", DependsOn: []string{"open-prs"}},
{Type: wf.StepTypeSkill, Name: "ci-diagnosis", Purpose: "AI 诊断 CI 构建失败并给出建议", Target: "gitlink-ci", DependsOn: []string{"ci-builds", "commits"}},
},
})
}

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@ -1,29 +0,0 @@
package defs
import wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
// RegisterCommunityOps registers the community-ops workflow definition.
func RegisterCommunityOps() {
wf.Register(&wf.WorkflowDef{
Name: "community-ops",
Category: "运营",
Description: "社区运营自动化Issue 智能分拣 → 生成周报 → 生成 Release Notes",
Trigger: wf.TriggerDef{
Type: "poll",
On: "issue.created",
Interval: "5m",
},
Steps: []wf.StepDef{
{Type: wf.StepTypeCommand, Name: "open-issues", Purpose: "获取所有开放 Issue 供 AI 分类", Target: "issue +list --state open --limit 50"},
{Type: wf.StepTypeCommand, Name: "labels", Purpose: "获取标签库供 AI 匹配", Target: "label +list"},
{Type: wf.StepTypeCommand, Name: "members", Purpose: "获取成员列表供 AI 分配责任人", Target: "member +list"},
{Type: wf.StepTypeSkill, Name: "triage", Purpose: "AI 分析前三步数据,输出分拣表格并执行打标签/分配", Target: "gitlink-triage", DependsOn: []string{"open-issues", "labels", "members"}, RunWhen: wf.RunAlways},
{Type: wf.StepTypeCommand, Name: "repo-info", Purpose: "获取项目基础信息", Target: "repo +info"},
{Type: wf.StepTypeCommand, Name: "merged-prs", Purpose: "获取已合并 PR 计算合并效率", Target: "pr +list --state merged --limit 50"},
{Type: wf.StepTypeCommand, Name: "commits", Purpose: "获取提交历史分析活跃度", Target: "commit +list --limit 50"},
{Type: wf.StepTypeSkill, Name: "health-report", Purpose: "AI 根据指标生成周报", Target: "gitlink-health", DependsOn: []string{"repo-info", "merged-prs", "commits", "open-issues"}, RunWhen: wf.RunWeekly},
{Type: wf.StepTypeCommand, Name: "releases", Purpose: "获取版本发布记录", Target: "release +list"},
{Type: wf.StepTypeSkill, Name: "changelog", Purpose: "AI 分类 commit 生成 Release Notes", Target: "gitlink-changelog", DependsOn: []string{"commits", "releases", "merged-prs"}, RunWhen: wf.RunOnChange},
},
})
}

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@ -1,26 +0,0 @@
package defs
import wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
// RegisterContributorGrowth registers the contributor-growth workflow definition.
func RegisterContributorGrowth() {
wf.Register(&wf.WorkflowDef{
Name: "contributor-growth",
Category: "成长",
Description: "贡献者成长体系:追踪贡献者活动 → 生成排行 → 识别活跃与流失",
Trigger: wf.TriggerDef{
Type: "cron",
On: "0 9 * * 1",
Interval: "24h",
},
Steps: []wf.StepDef{
{Type: wf.StepTypeCommand, Name: "commits", Purpose: "提交历史统计代码贡献", Target: "commit +list --limit 100"},
{Type: wf.StepTypeCommand, Name: "open-issues", Purpose: "开放 Issue 统计 Issue 贡献", Target: "issue +list --state open --limit 50"},
{Type: wf.StepTypeCommand, Name: "closed-issues", Purpose: "已关闭 Issue 统计解决贡献", Target: "issue +list --state closed --limit 50"},
{Type: wf.StepTypeCommand, Name: "merged-prs", Purpose: "已合并 PR 统计代码贡献", Target: "pr +list --state merged --limit 50"},
{Type: wf.StepTypeCommand, Name: "members", Purpose: "项目成员列表统计参与度", Target: "member +list"},
{Type: wf.StepTypeCommand, Name: "repo-info", Purpose: "项目基础数据Fork/Star/Watch", Target: "repo +info"},
{Type: wf.StepTypeSkill, Name: "contributor-ranking", Purpose: "AI 分析贡献者排行并识别活跃与流失", Target: "gitlink-contributor-ranking", DependsOn: []string{"commits", "open-issues", "closed-issues", "merged-prs", "members"}},
},
})
}

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@ -1,9 +0,0 @@
package defs
func init() {
RegisterCommunityOps()
RegisterCodeQuality()
RegisterProjectInit()
RegisterMultiRepo()
RegisterContributorGrowth()
}

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@ -1,27 +0,0 @@
package defs
import wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
// RegisterProjectInit registers the project-init workflow definition.
func RegisterProjectInit() {
wf.Register(&wf.WorkflowDef{
Name: "project-init",
Category: "初始化",
Description: "项目一键初始化:创建仓库 → 脚手架文件 → 标签/里程碑/Issue → 许可证审计 → 健康报告",
Trigger: wf.TriggerDef{
Type: "manual",
On: "manual",
},
Steps: []wf.StepDef{
{Type: wf.StepTypeSkill, Name: "init-scaffold", Purpose: "根据描述创建仓库并初始化脚手架README/LICENSE/.gitignore/标签/里程碑/Issue", Target: "gitlink-init-scaffold"},
{Type: wf.StepTypeCommand, Name: "repo-info", Purpose: "确认仓库已创建并获取基础信息", Target: "repo +info"},
{Type: wf.StepTypeCommand, Name: "existing-files", Purpose: "验证 README/LICENSE 文件", Target: "file +list"},
{Type: wf.StepTypeCommand, Name: "labels", Purpose: "验证标签库", Target: "label +list"},
{Type: wf.StepTypeSkill, Name: "license-check", Purpose: "检查许可证合规并扫描敏感信息泄露", Target: "gitlink-license", DependsOn: []string{"existing-files"}},
{Type: wf.StepTypeCommand, Name: "milestones", Purpose: "验证里程碑", Target: "milestone +list"},
{Type: wf.StepTypeCommand, Name: "existing-issues", Purpose: "验证初始 Issue", Target: "issue +list --state all --limit 10"},
{Type: wf.StepTypeCommand, Name: "branches", Purpose: "检查分支结构", Target: "branch +list"},
{Type: wf.StepTypeSkill, Name: "repo-audit", Purpose: "综合审计仓库健康度", Target: "gitlink-repo", DependsOn: []string{"repo-info", "existing-files", "labels", "milestones", "branches"}},
},
})
}

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@ -0,0 +1,181 @@
package workflow
import (
"encoding/json"
"fmt"
"os"
"strings"
"time"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
)
// WorkflowResult holds the outcome of a full workflow run.
type WorkflowResult struct {
Workflow string `json:"workflow"`
Owner string `json:"owner"`
Repo string `json:"repo"`
Steps []StepResult `json:"steps"`
}
// Run executes every step in a workflow sequentially.
// Steps later in the sequence receive data from their DependsOn predecessors
// via ctx.Args (keyed by step name, stored as JSON).
// Set dryRun to true to skip AI API calls for skill steps.
func Run(ctx *common.RuntimeContext, wf *WorkflowDef, dryRun bool) (*WorkflowResult, error) {
return RunWithMode(ctx, wf, dryRun, "")
}
// RunWithMode executes a workflow with explicit AI mode control.
// aiMode must be "auto", "ai", "no-ai", or "" (equivalent to "auto").
func RunWithMode(ctx *common.RuntimeContext, wf *WorkflowDef, dryRun bool, aiMode string) (*WorkflowResult, error) {
if aiMode != "" {
ctx.AIMode = aiMode
}
return run(ctx, wf, dryRun)
}
func run(ctx *common.RuntimeContext, wf *WorkflowDef, dryRun bool) (*WorkflowResult, error) {
if !shouldSkipOwnerRepoResolve(ctx, wf) {
if err := ctx.ResolveOwnerRepo(); err != nil {
return nil, fmt.Errorf("resolve repo: %w", err)
}
}
if ctx.Args == nil {
ctx.Args = make(map[string]string)
}
if _, ok := ctx.Args["dry_run"]; !ok && dryRun {
ctx.Args["dry_run"] = "true"
}
ctx.Args["__wf_name"] = wf.Name
// Make owner and repo available to skill rules as _owner / _repo.
if ctx.Owner != "" {
ctx.Args["_owner"] = ctx.Owner
}
if ctx.Repo != "" {
ctx.Args["_repo"] = ctx.Repo
}
// Load state for condition checks (only in non-dry-run mode).
var state *WorkflowState
if !dryRun {
state, _ = LoadState(wf.Name)
}
results := make([]StepResult, 0, len(wf.Steps))
for _, step := range wf.Steps {
// Compute upstream hash for condition checking and state tracking.
var upstreamHash string
if !dryRun && state != nil {
upstream := collectUpstream(ctx, step)
upstreamHash = hashData(upstream)
}
// Check phase condition for non-dry-run, non-default steps.
if !dryRun && state != nil && step.RunWhen != "" && step.RunWhen != RunAlways {
shouldRun, skipReason := checkPhaseCondition(step, state, upstreamHash)
if !shouldRun {
fmt.Fprintf(os.Stderr, "[%s] 跳过 %s: %s\n", wf.Name, step.Name, skipReason)
results = append(results, StepResult{
Step: step.Name,
Purpose: step.Purpose,
Type: step.Type,
OK: true,
Skipped: true,
SkipReason: skipReason,
})
continue
}
}
sr := ExecuteStep(ctx, step, dryRun)
results = append(results, *sr)
// After successful step, update state for future condition checks.
if !dryRun && state != nil && sr.OK && !sr.Skipped {
if state.PhaseLastRun == nil {
state.PhaseLastRun = make(map[string]string)
}
state.PhaseLastRun[step.Name] = time.Now().Format(time.RFC3339)
if state.PhaseUpstream == nil {
state.PhaseUpstream = make(map[string]string)
}
state.PhaseUpstream[step.Name] = upstreamHash
}
// Feed output of this step as input to downstream steps via Args.
if sr.Data != nil {
raw, err := json.Marshal(sr.Data)
if err == nil {
ctx.Args[step.Name] = string(raw)
} else {
ctx.Args[step.Name] = fmt.Sprint(sr.Data)
}
} else if !sr.OK && sr.Error != "" {
ctx.Args[step.Name] = fmt.Sprintf(`{"_error": true, "_message": %q}`, sr.Error)
}
}
if !dryRun && state != nil {
state.Save()
}
return &WorkflowResult{
Workflow: wf.Name,
Owner: ctx.Owner,
Repo: ctx.Repo,
Steps: results,
}, nil
}
func shouldSkipOwnerRepoResolve(ctx *common.RuntimeContext, wf *WorkflowDef) bool {
return isExplicitMultiRepoRun(ctx, wf)
}
func isExplicitMultiRepoRun(ctx *common.RuntimeContext, wf *WorkflowDef) bool {
if wf == nil || wf.Name != "multi-repo" {
return false
}
return ctx.Arg("repos") != "" || ctx.Arg("from") != ""
}
// checkPhaseCondition determines whether a step should run based on its RunWhen setting.
func checkPhaseCondition(step StepDef, state *WorkflowState, upstreamHash string) (bool, string) {
switch step.RunWhen {
case RunWeekly:
last := state.PhaseLastRun[step.Name]
if last == "" {
return true, "" // first run
}
t, err := time.Parse(time.RFC3339, last)
if err != nil {
return true, ""
}
if time.Since(t) >= 7*24*time.Hour {
return true, "" // more than 7 days
}
next := t.Add(7 * 24 * time.Hour)
return false, fmt.Sprintf("下次运行: %s", next.Format("01-02 15:04"))
case RunOnChange:
if prev, ok := state.PhaseUpstream[step.Name]; ok && prev == upstreamHash {
return false, "数据无变化"
}
return true, ""
default:
return true, ""
}
}
// resolvePath replaces template placeholders in a path string.
//
// {base} → /owner/repo
// {v1} → /v1/owner/repo
func resolvePath(template, owner, repo string) string {
base := fmt.Sprintf("/%s/%s", owner, repo)
v1 := fmt.Sprintf("/v1/%s/%s", owner, repo)
s := strings.Replace(template, "{v1}", v1, 1)
s = strings.Replace(s, "{base}", base, 1)
return s
}

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@ -1,129 +0,0 @@
package engine
import (
"bytes"
"crypto/md5"
"encoding/hex"
"encoding/json"
"fmt"
"os"
"os/exec"
"strings"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
)
func executeActions(ctx *common.RuntimeContext, actions []wf.AIAction) (int, []string) {
executed := 0
var errors []string
seen := make(map[string]bool, len(actions))
for _, action := range actions {
key := actionKey(action)
if seen[key] {
fmt.Fprintf(os.Stderr, "[workflow] skipped duplicate action: %s %s %s\n", action.Type, action.Module, action.Command)
continue
}
seen[key] = true
if !isActionAllowed(action) {
msg := fmt.Sprintf("blocked action: %s %s +%s", action.Type, action.Module, action.Command)
fmt.Fprintf(os.Stderr, "[workflow] %s\n", msg)
errors = append(errors, msg)
continue
}
if action.Type == "api" {
path := wf.ResolvePath(action.Path, ctx.Owner, ctx.Repo)
_, err := ctx.CallAPI(action.Method, path, action.Body)
if err != nil {
msg := fmt.Sprintf("api %s %s: %v", action.Method, path, err)
fmt.Fprintf(os.Stderr, "[workflow] %s\n", msg)
errors = append(errors, msg)
continue
}
executed++
} else if action.Type == "cli" {
args := []string{action.Module, action.Command}
for k, v := range action.Args {
args = append(args, "--"+k, v)
}
if ctx.Owner != "" {
args = append(args, "--owner", ctx.Owner)
}
if ctx.Repo != "" {
args = append(args, "--repo", ctx.Repo)
}
bin := wf.ResolveCLIBinary()
cmd := exec.Command(bin, args...)
var cliStderr bytes.Buffer
cmd.Stderr = &cliStderr
err := cmd.Run()
if err != nil {
stderrStr := strings.TrimSpace(cliStderr.String())
if action.Module == "repo" && action.Command == "+create" && strings.Contains(stderrStr, "已被使用") {
fmt.Fprintf(os.Stderr, "[workflow] repo %s already exists, reusing\n", action.Args["name"])
executed++
if name := action.Args["name"]; name != "" && ctx.Repo == "" {
ctx.Repo = name
}
continue
}
msg := fmt.Sprintf("cli %s: %v", strings.Join(args, " "), err)
if cliStderr.Len() > 0 {
msg += " — " + stderrStr
}
fmt.Fprintf(os.Stderr, "[workflow] %s\n", msg)
errors = append(errors, msg)
continue
}
executed++
if action.Module == "repo" && action.Command == "+create" {
if name := action.Args["name"]; name != "" && ctx.Repo == "" {
ctx.Repo = name
}
}
}
}
return executed, errors
}
func actionKey(action wf.AIAction) string {
raw, err := json.Marshal(action)
if err != nil {
return fmt.Sprintf("%s:%s:%s:%v:%s:%s", action.Type, action.Module, action.Command, action.Args, action.Method, action.Path)
}
sum := md5.Sum(raw)
return hex.EncodeToString(sum[:])
}
var allowedAPIMethods = map[string]bool{
"GET": true, "POST": true, "PATCH": true,
}
var allowedCLIModules = map[string]bool{
"issue": true, "pr": true, "release": true,
"wiki": true, "member": true, "label": true,
"milestone": true, "branch": true, "comment": true,
"repo": true, "file": true,
}
var blockedCLICommands = map[string]bool{
"+delete": true, "+remove": true, "+batch-delete": true,
"+fork": true, "+batch-fork": true,
}
func isActionAllowed(action wf.AIAction) bool {
if action.Type == "api" {
if !allowedAPIMethods[action.Method] {
return false
}
}
if action.Type == "cli" {
if !allowedCLIModules[action.Module] {
return false
}
if blockedCLICommands[action.Command] {
return false
}
}
return true
}

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@ -1,31 +0,0 @@
package engine
import (
"testing"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
)
func TestActionAllowed(t *testing.T) {
cases := []struct {
name string
action wf.AIAction
allowed bool
}{
{"api GET", wf.AIAction{Type: "api", Method: "GET"}, true},
{"api POST", wf.AIAction{Type: "api", Method: "POST"}, true},
{"api PATCH", wf.AIAction{Type: "api", Method: "PATCH"}, true},
{"api DELETE blocked", wf.AIAction{Type: "api", Method: "DELETE"}, false},
{"cli issue comment", wf.AIAction{Type: "cli", Module: "issue", Command: "+comment"}, true},
{"cli delete blocked", wf.AIAction{Type: "cli", Module: "repo", Command: "+delete"}, false},
{"cli fork blocked", wf.AIAction{Type: "cli", Module: "repo", Command: "+fork"}, false},
{"cli repo module blocked", wf.AIAction{Type: "cli", Module: "org", Command: "+list"}, false},
}
for _, tc := range cases {
t.Run(tc.name, func(t *testing.T) {
if got := isActionAllowed(tc.action); got != tc.allowed {
t.Errorf("isActionAllowed(%+v) = %v, want %v", tc.action, got, tc.allowed)
}
})
}
}

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@ -1,254 +0,0 @@
package engine
import (
"encoding/json"
"net/http"
"net/http/httptest"
"testing"
"github.com/gitlink-org/gitlink-cli/internal/client"
"github.com/gitlink-org/gitlink-cli/internal/output"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
)
func TestRunWithAPISteps(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
switch {
case r.Method == "GET" && r.URL.Path == "/v1/owner/repo/issues.json":
writeJSON(t, w, output.SuccessEnvelope([]map[string]interface{}{
{"id": 1, "subject": "bug"},
{"id": 2, "subject": "feature"},
}, nil))
case r.Method == "GET" && r.URL.Path == "/v1/owner/repo/labels.json":
writeJSON(t, w, output.SuccessEnvelope([]map[string]interface{}{
{"id": 10, "name": "bug"},
{"id": 11, "name": "enhancement"},
}, nil))
default:
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}
}))
defer server.Close()
ctx := newTestContext(t, server)
wfDef := &wf.WorkflowDef{
Name: "test-api",
Steps: []wf.StepDef{
{Type: wf.StepTypeAPI, Name: "fetch-issues", Purpose: "get issues", Method: "GET", Target: "{v1}/issues"},
{Type: wf.StepTypeAPI, Name: "fetch-labels", Purpose: "get labels", Method: "GET", Target: "{v1}/labels"},
},
}
result, err := Run(ctx, wfDef, false)
if err != nil {
t.Fatalf("Run() failed: %v", err)
}
if result.Owner != "owner" || result.Repo != "repo" {
t.Fatalf("expected owner/repo = owner/repo, got %s/%s", result.Owner, result.Repo)
}
if len(result.Steps) != 2 {
t.Fatalf("expected 2 step results, got %d", len(result.Steps))
}
for _, sr := range result.Steps {
if !sr.OK {
t.Fatalf("step %q: expected ok=true, got error=%q", sr.Step, sr.Error)
}
}
}
func TestSkillStepReceivesUpstream(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.URL.Path == "/v1/owner/repo/issues.json" {
writeJSON(t, w, output.SuccessEnvelope(map[string]interface{}{
"issues": []map[string]interface{}{{"id": 1}},
}, nil))
} else if r.URL.Path == "/v1/owner/repo/labels.json" {
writeJSON(t, w, output.SuccessEnvelope(map[string]interface{}{
"labels": []map[string]interface{}{{"name": "bug"}},
}, nil))
} else {
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}
}))
defer server.Close()
ctx := newTestContext(t, server)
wfDef := &wf.WorkflowDef{
Name: "test-skill-upstream",
Steps: []wf.StepDef{
{Type: wf.StepTypeAPI, Name: "get-issues", Purpose: "issues", Method: "GET", Target: "{v1}/issues"},
{Type: wf.StepTypeAPI, Name: "get-labels", Purpose: "labels", Method: "GET", Target: "{v1}/labels"},
{Type: wf.StepTypeSkill, Name: "ai-triage", Purpose: "triage", Target: "gitlink-triage"},
},
}
result, err := Run(ctx, wfDef, true) // dry-run to test upstream without AI
if err != nil {
t.Fatalf("Run() failed: %v", err)
}
skillData, ok := result.Steps[2].Data.(map[string]interface{})
if !ok {
t.Fatal("skill step data is not a map")
}
if v, _ := skillData["_dry_run"]; v != true {
t.Fatal("skill step should have _dry_run=true")
}
upstream, ok := skillData["_upstream"].(map[string]interface{})
if !ok {
t.Fatal("skill step missing _upstream map")
}
if _, hasIssues := upstream["get-issues"]; !hasIssues {
t.Fatal("_upstream missing get-issues key")
}
if _, hasLabels := upstream["get-labels"]; !hasLabels {
t.Fatal("_upstream missing get-labels key")
}
if skillData["_skill"] != "gitlink-triage" {
t.Fatalf("_skill = %q, want %q", skillData["_skill"], "gitlink-triage")
}
}
func TestSkillStepWithDependsOn(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
writeJSON(t, w, output.SuccessEnvelope(map[string]interface{}{"ok": true}, nil))
}))
defer server.Close()
ctx := newTestContext(t, server)
wfDef := &wf.WorkflowDef{
Name: "test-depends-on",
Steps: []wf.StepDef{
{Type: wf.StepTypeAPI, Name: "open-issues", Purpose: "issues", Method: "GET", Target: "{v1}/issues"},
{Type: wf.StepTypeAPI, Name: "labels", Purpose: "labels", Method: "GET", Target: "{v1}/labels"},
{Type: wf.StepTypeAPI, Name: "members", Purpose: "members", Method: "GET", Target: "{v1}/members"},
{Type: wf.StepTypeSkill, Name: "triage", Purpose: "triage", Target: "gitlink-triage",
DependsOn: []string{"open-issues", "labels"}},
},
}
result, err := Run(ctx, wfDef, true) // dry-run to test DependsOn filter without AI
if err != nil {
t.Fatalf("Run() failed: %v", err)
}
skillData, ok := result.Steps[3].Data.(map[string]interface{})
if !ok {
t.Fatal("skill step data is not a map")
}
upstream, ok := skillData["_upstream"].(map[string]interface{})
if !ok {
t.Fatal("skill step missing _upstream map")
}
if _, hasIssues := upstream["open-issues"]; !hasIssues {
t.Fatal("_upstream missing open-issues key")
}
if _, hasLabels := upstream["labels"]; !hasLabels {
t.Fatal("_upstream missing labels key")
}
if _, hasMembers := upstream["members"]; hasMembers {
t.Fatal("_upstream should NOT contain members (not in DependsOn)")
}
}
func TestRunStepFailure(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
w.WriteHeader(500)
writeJSON(t, w, map[string]interface{}{
"ok": false, "error": "internal server error",
})
}))
defer server.Close()
ctx := newTestContext(t, server)
wfDef := &wf.WorkflowDef{
Name: "test-fail",
Steps: []wf.StepDef{
{Type: wf.StepTypeAPI, Name: "bad-step", Purpose: "will fail", Method: "GET", Target: "{v1}/bad"},
},
}
result, err := Run(ctx, wfDef, false)
if err != nil {
t.Fatalf("Run() returned error: %v (steps should fail gracefully)", err)
}
if result.Steps[0].OK {
t.Fatal("expected step to fail, but it passed")
}
}
func TestRunUnknownStepType(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
t.Fatalf("no request expected")
}))
defer server.Close()
ctx := newTestContext(t, server)
wfDef := &wf.WorkflowDef{
Name: "test-unknown",
Steps: []wf.StepDef{
{Type: wf.StepType("invalid"), Name: "bad", Purpose: "unknown", Target: "x"},
},
}
result, err := Run(ctx, wfDef, false)
if err != nil {
t.Fatalf("Run() returned error: %v", err)
}
if result.Steps[0].OK {
t.Fatal("unknown step type should fail")
}
}
func TestSkillStepDryRun(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
writeJSON(t, w, output.SuccessEnvelope(map[string]interface{}{"ok": true}, nil))
}))
defer server.Close()
ctx := newTestContext(t, server)
wfDef := &wf.WorkflowDef{
Name: "test-dry-run",
Steps: []wf.StepDef{
{Type: wf.StepTypeAPI, Name: "get-data", Purpose: "data", Method: "GET", Target: "{v1}/issues"},
{Type: wf.StepTypeSkill, Name: "ai-step", Purpose: "AI analysis", Target: "gitlink-triage",
DependsOn: []string{"get-data"}},
},
}
result, err := Run(ctx, wfDef, true)
if err != nil {
t.Fatalf("Run() dry-run failed: %v", err)
}
skillData, ok := result.Steps[1].Data.(map[string]interface{})
if !ok {
t.Fatal("skill step data is not a map")
}
if v, _ := skillData["_dry_run"]; v != true {
t.Fatal("dry-run skill step should have _dry_run=true")
}
}
func newTestContext(t *testing.T, server *httptest.Server) *common.RuntimeContext {
t.Helper()
return &common.RuntimeContext{
Client: &client.Client{
HTTP: server.Client(),
BaseURL: server.URL,
},
Owner: "owner",
Repo: "repo",
Format: "json",
Args: map[string]string{},
}
}
func writeJSON(t *testing.T, w http.ResponseWriter, payload interface{}) {
t.Helper()
w.Header().Set("Content-Type", "application/json")
if err := json.NewEncoder(w).Encode(payload); err != nil {
t.Fatalf("failed to write response: %v", err)
}
}

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@ -1,175 +0,0 @@
package engine
import (
"encoding/json"
"fmt"
"os"
"strings"
"time"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/state"
)
// Run executes every step in a workflow sequentially.
func Run(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, dryRun bool) (*wf.WorkflowResult, error) {
return RunWithMode(ctx, wfDef, dryRun, "")
}
// RunWithMode executes a workflow with explicit AI mode control.
func RunWithMode(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, dryRun bool, aiMode string) (*wf.WorkflowResult, error) {
if aiMode != "" {
ctx.AIMode = aiMode
}
return run(ctx, wfDef, dryRun)
}
func run(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef, dryRun bool) (*wf.WorkflowResult, error) {
if !shouldSkipOwnerRepoResolve(ctx, wfDef) {
if err := ctx.ResolveOwnerRepo(); err != nil {
return nil, fmt.Errorf("resolve repo: %w", err)
}
}
if ctx.Args == nil {
ctx.Args = make(map[string]string)
}
if _, ok := ctx.Args["dry_run"]; !ok && dryRun {
ctx.Args["dry_run"] = "true"
}
ctx.Args["__wf_name"] = wfDef.Name
if ctx.Owner != "" {
ctx.Args["_owner"] = ctx.Owner
}
if ctx.Repo != "" {
ctx.Args["_repo"] = ctx.Repo
}
var workflowState *state.WorkflowState
if !dryRun {
workflowState, _ = state.LoadState(wfDef.Name)
}
results := make([]wf.StepResult, 0, len(wfDef.Steps))
for _, step := range wfDef.Steps {
var upstreamHash string
if !dryRun && workflowState != nil {
upstream := collectUpstream(ctx, step)
upstreamHash = state.HashData(upstream)
}
isDaemon := ctx.Arg("daemon-loop") == "true"
if isDaemon && !dryRun && workflowState != nil && step.RunWhen != "" && step.RunWhen != wf.RunAlways {
shouldRun, skipReason := checkPhaseCondition(step, workflowState, upstreamHash)
if !shouldRun {
fmt.Fprintf(os.Stderr, "[%s] 跳过 %s: %s\n", wfDef.Name, step.Name, skipReason)
results = append(results, wf.StepResult{
Step: step.Name,
Purpose: step.Purpose,
Type: step.Type,
OK: true,
Skipped: true,
SkipReason: skipReason,
})
continue
}
}
sr := ExecuteStep(ctx, step, dryRun)
results = append(results, *sr)
if sr.OK && !sr.Skipped && step.Name == "init-scaffold" && ctx.Repo == "" {
if m, ok := sr.Data.(map[string]interface{}); ok {
if a, ok := m["analysis"].(map[string]interface{}); ok {
if r, ok := a["repo"].(string); ok && r != "" {
parts := strings.SplitN(r, "/", 2)
if len(parts) == 2 {
ctx.Repo = parts[1]
}
}
}
}
}
if !dryRun && workflowState != nil && sr.OK && !sr.Skipped {
if workflowState.PhaseLastRun == nil {
workflowState.PhaseLastRun = make(map[string]string)
}
workflowState.PhaseLastRun[step.Name] = time.Now().Format(time.RFC3339)
if workflowState.PhaseUpstream == nil {
workflowState.PhaseUpstream = make(map[string]string)
}
workflowState.PhaseUpstream[step.Name] = upstreamHash
}
if sr.Data != nil {
raw, err := json.Marshal(sr.Data)
if err == nil {
ctx.Args[step.Name] = string(raw)
} else {
ctx.Args[step.Name] = fmt.Sprint(sr.Data)
}
} else if !sr.OK && sr.Error != "" {
ctx.Args[step.Name] = fmt.Sprintf(`{"_error": true, "_message": %q}`, sr.Error)
}
}
if !dryRun && workflowState != nil {
workflowState.Save()
}
return &wf.WorkflowResult{
Workflow: wfDef.Name,
Owner: ctx.Owner,
Repo: ctx.Repo,
Steps: results,
}, nil
}
func shouldSkipOwnerRepoResolve(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef) bool {
if wfDef != nil && wfDef.Name == "project-init" {
return true
}
return isExplicitMultiRepoRun(ctx, wfDef)
}
// IsExplicitMultiRepoRun reports whether this is a multi-repo run with explicit
// --repos or --from flags (as opposed to resolving from the current directory).
func IsExplicitMultiRepoRun(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef) bool {
return isExplicitMultiRepoRun(ctx, wfDef)
}
func isExplicitMultiRepoRun(ctx *common.RuntimeContext, wfDef *wf.WorkflowDef) bool {
if wfDef == nil || wfDef.Name != "multi-repo" {
return false
}
return ctx.Arg("repos") != "" || ctx.Arg("from") != ""
}
func checkPhaseCondition(step wf.StepDef, workflowState *state.WorkflowState, upstreamHash string) (bool, string) {
switch step.RunWhen {
case wf.RunWeekly:
last := workflowState.PhaseLastRun[step.Name]
if last == "" {
return true, ""
}
t, err := time.Parse(time.RFC3339, last)
if err != nil {
return true, ""
}
if time.Since(t) >= 7*24*time.Hour {
return true, ""
}
next := t.Add(7 * 24 * time.Hour)
return false, fmt.Sprintf("下次运行: %s", next.Format("01-02 15:04"))
case wf.RunOnChange:
if prev, ok := workflowState.PhaseUpstream[step.Name]; ok && prev == upstreamHash {
return false, "数据无变化"
}
return true, ""
default:
return true, ""
}
}

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@ -1,322 +0,0 @@
package engine
import (
"encoding/json"
"fmt"
"os"
"path/filepath"
"regexp"
"strings"
"time"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/ai"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/state"
)
func executeSkillStep(ctx *common.RuntimeContext, step wf.StepDef, sr *wf.StepResult, dryRun bool) {
upstream := collectUpstream(ctx, step)
if step.Target == "gitlink-review" {
state.EnrichWithPRDiffs(upstream, ctx.Owner, ctx.Repo)
state.FilterReviewedPRs(upstream, ctx)
}
if dryRun {
sr.OK = true
sr.Data = map[string]interface{}{
"_skill": step.Target,
"_dry_run": true,
"_depends_on": step.DependsOn,
"_upstream": upstream,
"_hint": "预览模式:展示将要传给 AI/规则引擎 的上游数据,不实际执行。",
}
return
}
aiMode := resolveAIMode(ctx)
client := ai.NewAIClient()
var aiResp *wf.AIResponse
var usedAI bool
var aiAnalysis interface{}
switch aiMode {
case wf.AIModeNoAI:
resp, err := runRuleEngine(step, upstream)
if err != nil {
sr.OK = true
sr.Data = map[string]interface{}{
"_skill": step.Target,
"_needs_ai": true,
"_upstream": upstream,
"_error": fmt.Sprintf("rule engine failed: %v", err),
}
return
}
aiResp = resp
case wf.AIModeAI:
if !client.HasKey() {
sr.OK = false
sr.Error = "AI 模式需要配置 API Key设置 DEEPSEEK_API_KEY 环境变量或 config set deepseek_api_key"
return
}
resp, err := callAI(client, step, upstream)
if err != nil {
sr.OK = false
sr.Error = fmt.Sprintf("AI 调用失败: %v", err)
return
}
aiResp = resp
usedAI = true
default:
if client.HasKey() {
resp, err := callAI(client, step, upstream)
if err == nil {
aiResp = resp
usedAI = true
} else {
fmt.Fprintf(os.Stderr, "[workflow] AI 调用失败,降级到规则引擎: %v\n", err)
}
}
if aiResp == nil {
resp, err := runRuleEngine(step, upstream)
if err != nil {
sr.OK = true
sr.Data = map[string]interface{}{
"_skill": step.Target,
"_needs_ai": true,
"_upstream": upstream,
"_error": fmt.Sprintf("AI 和规则引擎均失败: %v", err),
}
return
}
aiResp = resp
}
}
if usedAI && step.Target == "gitlink-triage" {
if ruleResp, err := runRuleEngine(step, upstream); err == nil {
aiAnalysis = aiResp.Analysis
aiResp.Actions = ruleResp.Actions
aiResp.Analysis = ruleResp.Analysis
} else {
fmt.Fprintf(os.Stderr, "[workflow] triage rule action fallback failed: %v\n", err)
}
}
if usedAI && step.Target == "gitlink-init-scaffold" {
if suggested := extractRepoNameFromAIAnalysis(aiResp.Analysis); suggested != "" {
upstream["_repo"] = suggested
}
if ruleResp, err := runRuleEngine(step, upstream); err == nil {
aiAnalysis = aiResp.Analysis
aiResp.Actions = ruleResp.Actions
} else {
fmt.Fprintf(os.Stderr, "[workflow] init-scaffold rule fallback failed: %v\n", err)
}
}
if usedAI && step.Name == "health-report" {
if ruleResp, err := runRuleEngine(step, upstream); err == nil && len(ruleResp.Actions) > 0 {
content := ""
if s, ok := aiResp.Analysis.(string); ok && s != "" {
content = s
}
if content == "" {
if b, err := json.MarshalIndent(aiResp.Analysis, "", " "); err == nil {
content = "# 项目健康度报告\n\n" + string(b) + "\n"
}
}
for _, a := range ruleResp.Actions {
if a.Module == "wiki" && a.Command == "+create" {
if content != "" {
a.Args["content"] = content
}
aiResp.Actions = append(aiResp.Actions, a)
}
}
}
}
if usedAI && step.Name == "contributor-ranking" {
content := ""
if s, ok := aiResp.Analysis.(string); ok {
content = s
} else if b, err := json.MarshalIndent(aiResp.Analysis, "", " "); err == nil {
content = "# 贡献者排行榜\n\n```json\n" + string(b) + "\n```\n"
}
if content != "" {
pageName := "贡献者排行榜 " + time.Now().Format("2006-01-02")
aiResp.Actions = append(aiResp.Actions,
wf.AIAction{
Type: "cli", Module: "wiki", Command: "+create",
Args: map[string]string{
"name": pageName,
"content": content,
"message": "自动生成贡献者排行榜",
},
},
wf.AIAction{
Type: "cli", Module: "wiki", Command: "+update",
Args: map[string]string{
"name": pageName,
"content": content,
"message": "自动更新贡献者排行榜",
},
},
)
}
}
if usedAI && step.Name == "multi-repo-coordination" {
if ruleResp, err := runRuleEngine(step, upstream); err == nil && len(ruleResp.Actions) > 0 {
content := ""
if s, ok := aiResp.Analysis.(string); ok && s != "" {
content = s
}
if content == "" {
if b, err := json.MarshalIndent(aiResp.Analysis, "", " "); err == nil {
content = "# 多仓库协同报告\n\n```json\n" + string(b) + "\n```\n"
}
}
for _, a := range ruleResp.Actions {
if a.Module == "wiki" && a.Command == "+create" {
if content != "" {
a.Args["content"] = content
}
aiResp.Actions = append(aiResp.Actions, a)
}
}
}
}
executed, actionErrors := executeActions(ctx, aiResp.Actions)
if step.Target == "gitlink-review" && !dryRun {
state.SaveReviewedPRFingerprints(upstream, ctx)
}
sr.OK = executed > 0 || len(aiResp.Actions) == 0
data := map[string]interface{}{
"ok": sr.OK,
"analysis": aiResp.Analysis,
"executed": executed,
"_ai_used": usedAI,
"_skill": step.Target,
}
if len(actionErrors) > 0 {
data["errors"] = actionErrors
}
if aiAnalysis != nil {
data["ai_analysis"] = aiAnalysis
}
sr.Data = data
}
func resolveAIMode(ctx *common.RuntimeContext) wf.AIMode {
switch ctx.AIMode {
case "ai":
return wf.AIModeAI
case "no-ai":
return wf.AIModeNoAI
default:
return wf.AIModeAuto
}
}
func callAI(client *ai.AIClient, step wf.StepDef, upstream map[string]interface{}) (*wf.AIResponse, error) {
skillMD := readSkillDoc(step.Target)
upstreamJSON, _ := json.MarshalIndent(upstream, "", " ")
return client.Analyze(&wf.AIRequest{
SystemPrompt: skillMD,
UserData: string(upstreamJSON),
})
}
func extractRepoNameFromAIAnalysis(analysis interface{}) string {
m, ok := analysis.(map[string]interface{})
if !ok {
return ""
}
for _, key := range []string{"repo_name", "repo", "_repo", "name", "suggested_name"} {
if v, ok := m[key].(string); ok && v != "" {
v = strings.ToLower(strings.TrimSpace(v))
v = regexp.MustCompile(`[^a-z0-9-]+`).ReplaceAllString(v, "-")
v = regexp.MustCompile(`-+`).ReplaceAllString(v, "-")
v = strings.Trim(v, "-")
if len(v) >= 2 {
return v
}
}
}
return ""
}
func runRuleEngine(step wf.StepDef, upstream map[string]interface{}) (*wf.AIResponse, error) {
engine, ok := wf.RuleEngines[step.Target]
if !ok {
return nil, wf.ErrNoRuleEngine(step.Target)
}
return engine(upstream, step.Name)
}
func collectUpstream(ctx *common.RuntimeContext, step wf.StepDef) map[string]interface{} {
upstream := make(map[string]interface{})
for k, v := range ctx.Args {
if strings.HasPrefix(k, "_") {
upstream[k] = v
}
}
for _, dep := range step.DependsOn {
if v, ok := ctx.Args[dep]; ok {
var parsed interface{}
if err := json.Unmarshal([]byte(v), &parsed); err == nil {
upstream[dep] = parsed
} else {
upstream[dep] = v
}
}
}
if len(step.DependsOn) == 0 {
for k, v := range ctx.Args {
var parsed interface{}
if err := json.Unmarshal([]byte(v), &parsed); err == nil {
upstream[k] = parsed
} else {
upstream[k] = v
}
}
}
return upstream
}
func readSkillDoc(target string) string {
paths := []string{}
if exe, err := os.Executable(); err == nil {
exeDir := filepath.Dir(exe)
paths = append(paths, filepath.Join(exeDir, "skills", target, "SKILL.md"))
paths = append(paths, filepath.Join(exeDir, "shortcuts", "workflow", "skills", target, "SKILL.md"))
}
paths = append(paths,
filepath.Join("skills", target, "SKILL.md"),
filepath.Join("shortcuts", "workflow", "skills", target, "SKILL.md"),
filepath.Join("/etc/gitlink-cli/skills", target, "SKILL.md"),
)
home, err := os.UserHomeDir()
if err == nil {
paths = append(paths, filepath.Join(home, ".config", "gitlink-cli", "skills", target, "SKILL.md"))
}
for _, p := range paths {
data, err := os.ReadFile(p)
if err == nil {
return string(data)
}
}
return fmt.Sprintf("# %s\n\nSkill documentation not found.", target)
}

View File

@ -1,106 +0,0 @@
package engine
import (
"encoding/json"
"fmt"
"os/exec"
"strings"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/snapshot"
)
// ExecuteStep dispatches a step to the right executor based on its Type.
func ExecuteStep(ctx *common.RuntimeContext, step wf.StepDef, dryRun bool) *wf.StepResult {
sr := &wf.StepResult{
Step: step.Name,
Purpose: step.Purpose,
Type: step.Type,
}
switch step.Type {
case wf.StepTypeAPI:
executeAPIStep(ctx, step, sr)
case wf.StepTypeCommand:
executeCommandStep(ctx, step, sr)
case wf.StepTypeSkill:
executeSkillStep(ctx, step, sr, dryRun)
default:
sr.OK = false
sr.Error = fmt.Sprintf("unknown step type: %q", step.Type)
}
return sr
}
func executeAPIStep(ctx *common.RuntimeContext, step wf.StepDef, sr *wf.StepResult) {
path := wf.ResolvePath(step.Target, ctx.Owner, ctx.Repo)
env, err := ctx.CallAPIWithQuery(step.Method, path, step.Query)
if err != nil {
sr.OK = false
sr.Error = err.Error()
} else {
sr.OK = env.OK
sr.Data = env.Data
}
}
func executeCommandStep(ctx *common.RuntimeContext, step wf.StepDef, sr *wf.StepResult) {
if strings.HasPrefix(step.Target, "workflow-internal:") {
executeInternalCommandStep(ctx, step, sr)
return
}
parts := wf.ParseCommandTarget(step.Target)
if len(parts) == 0 {
sr.OK = false
sr.Error = fmt.Sprintf("empty command target: %q", step.Target)
return
}
bin := wf.ResolveCLIBinary()
args := append(parts, "--format", "json")
if ctx.Owner != "" {
args = append(args, "--owner", ctx.Owner)
}
if ctx.Repo != "" {
args = append(args, "--repo", ctx.Repo)
}
cmd := exec.Command(bin, args...)
cmd.Stderr = nil
out, err := cmd.Output()
if err != nil {
sr.OK = false
sr.Error = fmt.Sprintf("command failed: %v", err)
return
}
var data interface{}
if err := json.Unmarshal(out, &data); err != nil {
sr.OK = true
sr.Data = strings.TrimSpace(string(out))
} else {
sr.OK = true
sr.Data = data
}
}
func executeInternalCommandStep(ctx *common.RuntimeContext, step wf.StepDef, sr *wf.StepResult) {
switch strings.TrimPrefix(step.Target, "workflow-internal:") {
case "multi-repo-snapshot":
snap, err := snapshot.BuildMultiRepoSnapshot(ctx)
if err != nil {
sr.OK = false
sr.Error = err.Error()
return
}
sr.OK = true
sr.Data = snap
default:
sr.OK = false
sr.Error = fmt.Sprintf("unknown internal workflow command: %q", step.Target)
}
}

View File

@ -0,0 +1,16 @@
package workflow
// manifest.go — registration center for all workflow definitions.
// Each scenario file defines a register*() function; init() calls them all.
// To add a new workflow:
// 1. Create a new file in this package (e.g., my_scenario.go)
// 2. Define func registerMyScenario() { register(&WorkflowDef{...}) }
// 3. Add registerMyScenario() to the init() list below
func init() {
registerCommunityOps()
registerCodeQuality()
registerProjectInit()
registerMultiRepo()
registerContributorGrowth()
}

View File

@ -1,27 +1,24 @@
package defs
package workflow
import wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
// RegisterMultiRepo registers the multi-repo workflow definition.
func RegisterMultiRepo() {
wf.Register(&wf.WorkflowDef{
func registerMultiRepo() {
register(&WorkflowDef{
Name: "multi-repo",
Category: "协同",
Description: "多仓库协同:跨仓库 Issue/PR 状态看板、Release 协调发布",
Trigger: wf.TriggerDef{
Trigger: TriggerDef{
Type: "cron",
On: "0 9 * * 1",
Interval: "24h",
},
Steps: []wf.StepDef{
Steps: []StepDef{
{
Type: wf.StepTypeCommand,
Type: StepTypeCommand,
Name: "multi-repo-snapshot",
Purpose: "采集多个仓库的 Issue/PR/Release/Milestone 状态",
Target: "workflow-internal:multi-repo-snapshot",
},
{
Type: wf.StepTypeSkill,
Type: StepTypeSkill,
Name: "multi-repo-coordination",
Purpose: "生成统一 Issue 追踪、PR 看板、Release 协调报告",
Target: "gitlink-multi-repo",

View File

@ -1,4 +1,4 @@
package snapshot
package workflow
import (
"encoding/csv"
@ -11,7 +11,6 @@ import (
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
)
// MultiRepoSnapshot is a cross-repository state snapshot.
type MultiRepoSnapshot struct {
Release string `json:"release,omitempty"`
Repos []RepoSnapshot `json:"repos"`
@ -19,7 +18,6 @@ type MultiRepoSnapshot struct {
Generated string `json:"generated_at"`
}
// RepoSnapshot holds collected data for a single repository.
type RepoSnapshot struct {
Owner string `json:"owner"`
Repo string `json:"repo"`
@ -30,7 +28,6 @@ type RepoSnapshot struct {
Milestones interface{} `json:"milestones,omitempty"`
}
// RepoError records an error encountered while collecting repo data.
type RepoError struct {
Owner string `json:"owner"`
Repo string `json:"repo"`
@ -38,9 +35,11 @@ type RepoError struct {
Error string `json:"error"`
}
type repoRef = RepoRef
type repoRef struct {
Owner string
Repo string
}
// BuildMultiRepoSnapshot collects Issue/PR/Release/Milestone data for multiple repos.
func BuildMultiRepoSnapshot(ctx *common.RuntimeContext) (*MultiRepoSnapshot, error) {
repos, err := parseMultiRepoRefs(ctx.Arg("repos"), ctx.Arg("from"))
if err != nil {
@ -114,30 +113,6 @@ func collectRepoSnapshot(ctx *common.RuntimeContext, ref repoRef, snap *RepoSnap
snap.Milestones = call("milestones", "GET", v1+"/milestones", milestoneQ)
}
// ParseRepoCSV reads repo references from a CSV file.
func ParseRepoCSV(path string) ([]RepoRef, error) {
refs, err := parseRepoCSV(path)
if err != nil {
return nil, err
}
out := make([]RepoRef, len(refs))
for i, r := range refs {
out[i] = RepoRef(r)
}
return out, nil
}
// ParseMultiRepoRefs parses repo references from a comma-separated string and/or CSV file.
func ParseMultiRepoRefs(reposArg, fromPath string) ([]RepoRef, error) {
return parseMultiRepoRefs(reposArg, fromPath)
}
// RepoRef is an owner/repo pair.
type RepoRef struct {
Owner string
Repo string
}
func parseMultiRepoRefs(reposArg, fromPath string) ([]repoRef, error) {
var refs []repoRef
if reposArg != "" {

View File

@ -0,0 +1,24 @@
package workflow
func registerProjectInit() {
register(&WorkflowDef{
Name: "project-init",
Category: "初始化",
Description: "项目一键初始化:创建仓库 → 脚手架文件 → 标签/里程碑/Issue → 许可证审计 → 健康报告",
Trigger: TriggerDef{
Type: "manual",
On: "manual",
},
Steps: []StepDef{
{Type: StepTypeSkill, Name: "init-scaffold", Purpose: "根据描述创建仓库并初始化脚手架README/LICENSE/.gitignore/标签/里程碑/Issue", Target: "gitlink-init-scaffold"},
{Type: StepTypeCommand, Name: "repo-info", Purpose: "确认仓库已创建并获取基础信息", Target: "repo +info"},
{Type: StepTypeCommand, Name: "existing-files", Purpose: "验证 README/LICENSE 文件", Target: "file +list"},
{Type: StepTypeCommand, Name: "labels", Purpose: "验证标签库", Target: "label +list"},
{Type: StepTypeSkill, Name: "license-check", Purpose: "检查许可证合规并扫描敏感信息泄露", Target: "gitlink-license", DependsOn: []string{"existing-files"}},
{Type: StepTypeCommand, Name: "milestones", Purpose: "验证里程碑", Target: "milestone +list"},
{Type: StepTypeCommand, Name: "existing-issues", Purpose: "验证初始 Issue", Target: "issue +list --state all --limit 10"},
{Type: StepTypeCommand, Name: "branches", Purpose: "检查分支结构", Target: "branch +list"},
{Type: StepTypeSkill, Name: "repo-audit", Purpose: "综合审计仓库健康度", Target: "gitlink-repo", DependsOn: []string{"repo-info", "existing-files", "labels", "milestones", "branches"}},
},
})
}

View File

@ -1,29 +0,0 @@
package workflow
import "sort"
var registry = map[string]*WorkflowDef{}
// Register adds a workflow definition to the global registry.
func Register(wf *WorkflowDef) {
registry[wf.Name] = wf
}
// All returns all registered workflows sorted by name.
func All() []*WorkflowDef {
names := make([]string, 0, len(registry))
for n := range registry {
names = append(names, n)
}
sort.Strings(names)
result := make([]*WorkflowDef, len(names))
for i, n := range names {
result[i] = registry[n]
}
return result
}
// Get returns a workflow by name, or nil.
func Get(name string) *WorkflowDef {
return registry[name]
}

View File

@ -298,8 +298,6 @@ func authorLogin(m map[string]interface{}) string {
if s := str(a, "login", "username", "name"); s != "" {
return s
}
} else if s, ok := m[key].(string); ok && s != "" {
return s
}
}
return ""

View File

@ -93,8 +93,8 @@ func TestContributorOutputFormat(t *testing.T) {
if resp.Analysis == nil {
t.Fatal("expected non-nil Analysis")
}
if len(resp.Actions) < 1 {
t.Fatal("expected at least 1 wiki action")
if resp.Actions != nil {
t.Fatal("expected nil Actions (read-only report)")
}
}

View File

@ -74,29 +74,16 @@ func HealthReportRule(upstream map[string]interface{}, stepName string) (*workfl
}
// Build wiki page action to publish the report.
body := buildHealthReportMarkdown(analysis, upstream)
pageName := fmt.Sprintf("健康度报告-%s", now.Format("2006-01-02"))
actions := []workflow.AIAction{
{
Type: "cli",
Module: "wiki",
Command: "+create",
Args: map[string]string{
"name": pageName,
"content": body,
"message": "自动生成项目健康度报告",
},
actions := []workflow.AIAction{{
Type: "cli",
Module: "wiki",
Command: "+create",
Args: map[string]string{
"name": fmt.Sprintf("健康度报告-%s", now.Format("2006-01-02")),
"content": body,
"message": "自动生成项目健康度报告",
},
{
Type: "cli",
Module: "wiki",
Command: "+update",
Args: map[string]string{
"name": pageName,
"content": body,
"message": "自动更新项目健康度报告",
},
},
}
}}
return &workflow.AIResponse{Analysis: analysis, Actions: actions}, nil
}

View File

@ -58,8 +58,8 @@ func TestHealthReportScoring(t *testing.T) {
}
}
}
if len(resp.Actions) != 2 {
t.Fatalf("expected 2 wiki actions (create + update), got %d", len(resp.Actions))
if len(resp.Actions) != 1 {
t.Fatalf("expected 1 wiki action, got %d", len(resp.Actions))
}
action := resp.Actions[0]
if action.Type != "cli" || action.Module != "wiki" || action.Command != "+create" {

View File

@ -1,7 +1,6 @@
package rules
import (
"crypto/md5"
"encoding/base64"
"fmt"
"regexp"
@ -238,41 +237,38 @@ func InitScaffoldRule(upstream map[string]interface{}, stepName string) (*workfl
return &workflow.AIResponse{Analysis: analysis, Actions: actions}, nil
}
// deriveRepoName generates a short ASCII repo name from a description.
// GitLink only allows ASCII letters, digits, underscores, hyphens, and dots
// in repo identifiers — Chinese characters are rejected by the API.
// deriveRepoName generates a short repo name from a Chinese/English description.
func deriveRepoName(desc string) string {
// 1. Extract English words first (handles mixed Chinese-English descriptions).
// Extract English words first.
engWords := extractEnglishWords(desc)
if len(engWords) >= 2 {
return strings.ToLower(strings.Join(engWords[:min(3, len(engWords))], "-"))
}
if len(engWords) == 1 {
return strings.ToLower(engWords[0])
// For pure Chinese: take the longest meaningful substring, up to ~20 chars.
chinese := extractChinese(desc)
if len([]rune(chinese)) > 0 {
r := []rune(chinese)
if len(r) > 5 {
r = r[:5]
}
return string(r)
}
// 2. Strip non-ASCII characters, then sanitize what remains.
ascii := strings.Map(func(r rune) rune {
if r < 128 {
return r
}
return -1
}, desc)
ascii = strings.TrimSpace(ascii)
ascii = strings.ToLower(ascii)
ascii = regexp.MustCompile(`[^a-z0-9]+`).ReplaceAllString(ascii, "-")
ascii = strings.Trim(ascii, "-")
if len(ascii) >= 2 {
if len(ascii) > 30 {
ascii = ascii[:30]
}
return ascii
// Fallback: take first 20 chars, sanitize.
name := desc
if len(name) > 20 {
name = name[:20]
}
// 3. No usable ASCII content — use a stable hash-based name.
h := md5.Sum([]byte(desc))
return fmt.Sprintf("project-%x", h[:4])
name = strings.TrimSpace(name)
name = strings.ToLower(name)
name = regexp.MustCompile(`[^a-z0-9一-鿿-]`).ReplaceAllString(name, "-")
name = regexp.MustCompile(`-+`).ReplaceAllString(name, "-")
name = strings.Trim(name, "-")
if name == "" {
return "new-project"
}
return name
}
func extractEnglishWords(s string) []string {

View File

@ -177,37 +177,7 @@ func MultiRepoCoordinationRule(upstream map[string]interface{}, stepName string)
"recommendations": uniqueStrings(recommendations),
}
var actions []workflow.AIAction
wikiOwner := mrString(upstream["_wiki_owner"])
wikiRepo := mrString(upstream["_wiki_repo"])
if wikiOwner != "" && wikiRepo != "" {
body := buildMultiRepoMarkdown(analysis)
pageName := fmt.Sprintf("多仓库协同报告-%s", now.Format("2006-01-02"))
actions = []workflow.AIAction{
{
Type: "cli", Module: "wiki", Command: "+create",
Args: map[string]string{
"owner": wikiOwner,
"repo": wikiRepo,
"name": pageName,
"content": body,
"message": "自动生成多仓库协同报告",
},
},
{
Type: "cli", Module: "wiki", Command: "+update",
Args: map[string]string{
"owner": wikiOwner,
"repo": wikiRepo,
"name": pageName,
"content": body,
"message": "自动更新多仓库协同报告",
},
},
}
}
return &workflow.AIResponse{Analysis: analysis, Actions: actions}, nil
return &workflow.AIResponse{Analysis: analysis}, nil
}
func extractMultiRepoSnapshot(upstream map[string]interface{}) (map[string]interface{}, error) {
@ -487,147 +457,3 @@ func uniqueStrings(items []string) []string {
}
return out
}
func buildMultiRepoMarkdown(analysis map[string]interface{}) string {
var b strings.Builder
title := "多仓库协同报告"
if t, ok := analysis["title"].(string); ok && t != "" {
title = t
}
b.WriteString("# ")
b.WriteString(title)
b.WriteString("\n\n")
// Summary
if summary, ok := analysis["summary"].(map[string]interface{}); ok {
target := mrString(summary["target_release"])
b.WriteString("## 总览\n\n")
b.WriteString("| 指标 | 数值 |\n")
b.WriteString("|------|------|\n")
fmt.Fprintf(&b, "| 仓库数 | %v |\n", summary["repos"])
if target != "" {
fmt.Fprintf(&b, "| 目标版本 | %s |\n", target)
}
fmt.Fprintf(&b, "| 开放 Issue | %v |\n", summary["open_issues"])
fmt.Fprintf(&b, "| 阻塞 Issue | %v |\n", summary["blocker_issues"])
fmt.Fprintf(&b, "| 超 7 天未更新 Issue | %v |\n", summary["stale_issues_7d"])
fmt.Fprintf(&b, "| 高优先级 Issue | %v |\n", summary["high_priority"])
fmt.Fprintf(&b, "| 开放 PR | %v |\n", summary["open_prs"])
fmt.Fprintf(&b, "| 超 3 天未合并 PR | %v |\n", summary["stale_prs_3d"])
fmt.Fprintf(&b, "| 冲突 PR | %v |\n", summary["conflict_prs"])
fmt.Fprintf(&b, "| 采集错误 | %v |\n\n", summary["collection_errors"])
}
// Issue tracking by repo
if it, ok := analysis["issue_tracking"].(map[string]interface{}); ok {
b.WriteString("## Issue 追踪\n\n")
if rows, ok := it["by_repo"].([]map[string]interface{}); ok && len(rows) > 0 {
b.WriteString("| 仓库 | 开放 | 阻塞 | 超7天 | 高优先级 |\n")
b.WriteString("|------|------|------|------|----------|\n")
for _, row := range rows {
fmt.Fprintf(&b, "| %s | %v | %v | %v | %v |\n",
mrString(row["repo"]), row["open"], row["blockers"], row["stale_7d"], row["high_priority"])
}
b.WriteString("\n")
}
if details, ok := it["details"].([]map[string]interface{}); ok && len(details) > 0 {
b.WriteString("### 需关注的 Issue\n\n")
b.WriteString("| 仓库 | 编号 | 标题 | 负责人 | 陈旧(天) | 阻塞 | 高优先级 |\n")
b.WriteString("|------|------|------|--------|-----------|------|----------|\n")
for _, d := range details {
blocker := "否"
if v, _ := d["blocker"].(bool); v {
blocker = "是"
}
high := "否"
if v, _ := d["high"].(bool); v {
high = "是"
}
fmt.Fprintf(&b, "| %s | %v | %s | %s | %v | %s | %s |\n",
mrString(d["repo"]), d["number"], mrString(d["title"]),
mrString(d["assignee"]), d["stale_days"], blocker, high)
}
b.WriteString("\n")
}
}
// PR board by repo
if pr, ok := analysis["pr_board"].(map[string]interface{}); ok {
b.WriteString("## PR 看板\n\n")
if rows, ok := pr["by_repo"].([]map[string]interface{}); ok && len(rows) > 0 {
b.WriteString("| 仓库 | 开放 | 超3天 | 冲突 | 待审查 |\n")
b.WriteString("|------|------|------|------|--------|\n")
for _, row := range rows {
fmt.Fprintf(&b, "| %s | %v | %v | %v | %v |\n",
mrString(row["repo"]), row["open"], row["stale_3d"], row["conflicts"], row["needs_review"])
}
b.WriteString("\n")
}
if details, ok := pr["details"].([]map[string]interface{}); ok && len(details) > 0 {
b.WriteString("### 需关注的 PR\n\n")
b.WriteString("| 仓库 | 编号 | 标题 | 负责人 | 陈旧(天) | 冲突 |\n")
b.WriteString("|------|------|------|--------|-----------|------|\n")
for _, d := range details {
conflict := "否"
if v, _ := d["conflict"].(bool); v {
conflict = "是"
}
fmt.Fprintf(&b, "| %s | %v | %s | %s | %v | %s |\n",
mrString(d["repo"]), d["number"], mrString(d["title"]),
mrString(d["assignee"]), d["stale_days"], conflict)
}
b.WriteString("\n")
}
}
// Release coordination
if rc, ok := analysis["release_coordination"].(map[string]interface{}); ok {
target := mrString(rc["target"])
if target != "" {
b.WriteString("## Release 协调\n\n")
ready := false
if v, ok := rc["ready_to_release"].(bool); ok {
ready = v
}
if ready {
b.WriteString("**状态:可以发布**\n\n")
} else {
b.WriteString("**状态:存在阻塞项**\n\n")
}
if rows, ok := rc["by_repo"].([]map[string]interface{}); ok && len(rows) > 0 {
b.WriteString("| 仓库 | 目标版本 | 已发布 | 阻塞Issue | 冲突/陈旧PR |\n")
b.WriteString("|------|----------|--------|-----------|-------------|\n")
for _, row := range rows {
released := "否"
if v, _ := row["already_released"].(bool); v {
released = "是"
}
fmt.Fprintf(&b, "| %s | %s | %s | %v | %v |\n",
mrString(row["repo"]), mrString(row["target"]), released,
row["blocker_issues"], row["stale_or_conflict_pr"])
}
b.WriteString("\n")
}
if blockers, ok := rc["blockers"].([]map[string]interface{}); ok && len(blockers) > 0 {
b.WriteString("### 阻塞项\n\n")
for _, blk := range blockers {
fmt.Fprintf(&b, "- %s\n", mrString(blk["reason"]))
}
b.WriteString("\n")
}
}
}
// Recommendations
if recs, ok := analysis["recommendations"].([]string); ok && len(recs) > 0 {
b.WriteString("## 行动建议\n\n")
for _, r := range recs {
fmt.Fprintf(&b, "- %s\n", r)
}
b.WriteString("\n")
}
b.WriteString("> 由 multi-repo 工作流自动生成\n")
return b.String()
}

View File

@ -17,7 +17,6 @@ func TestRepoAuditComplete(t *testing.T) {
},
"existing-files": map[string]interface{}{
"data": []interface{}{
map[string]interface{}{"name": "README.md", "content": "# Project"},
map[string]interface{}{"name": "LICENSE", "content": "MIT"},
},
},

View File

@ -1,36 +0,0 @@
# gitlink-init-scaffold
根据项目描述一键创建仓库并初始化脚手架。
## 输入
上游数据(`_desc`)包含项目的自然语言描述。
## 输出
```json
{
"analysis": {
"repo": "owner/repo-name",
"description": "项目描述",
"created": true
},
"actions": [
{"type": "cli", "module": "repo", "command": "+create", "args": {"name": "repo-name", "description": "..."}},
{"type": "cli", "module": "file", "command": "+create", "args": {"path": "README.md", "content": "..."}},
{"type": "cli", "module": "file", "command": "+create", "args": {"path": "LICENSE", "content": "MIT"}},
{"type": "cli", "module": "file", "command": "+create", "args": {"path": ".gitignore", "content": "..."}},
{"type": "cli", "module": "label", "command": "+create", "args": {"name": "bug", "color": "#d73a4a"}},
{"type": "cli", "module": "milestone", "command": "+create", "args": {"title": "v0.1.0"}},
{"type": "cli", "module": "issue", "command": "+create", "args": {"title": "项目初始化", "body": "..."}}
]
}
```
## 规则
1. 从 `_desc` 提取英文关键词生成仓库名;若无英文词则用 `_repo` 字段
2. 创建 README项目名 + 描述 + 快速开始、MIT LICENSE、Go .gitignore
3. 创建 7 个默认标签bug/security/performance/enhancement/refactor/docs/question
4. 创建 v0.1.0 里程碑
5. 创建 3 个初始 Issue项目初始化、CI/CD 配置、文档完善

View File

@ -1,38 +0,0 @@
package snapshot
import (
"os"
"path/filepath"
"testing"
)
func TestParseMultiRepoRefs(t *testing.T) {
refs, err := ParseMultiRepoRefs("org/backend, org/frontend,org/backend", "")
if err != nil {
t.Fatalf("ParseMultiRepoRefs failed: %v", err)
}
if len(refs) != 2 {
t.Fatalf("expected 2 deduped refs, got %d: %+v", len(refs), refs)
}
if refs[0].Owner != "org" || refs[0].Repo != "backend" {
t.Fatalf("unexpected first ref: %+v", refs[0])
}
}
func TestParseRepoCSV(t *testing.T) {
dir := t.TempDir()
path := filepath.Join(dir, "repos.csv")
if err := os.WriteFile(path, []byte("owner,repo\norg,backend\norg/frontend\n"), 0600); err != nil {
t.Fatal(err)
}
refs, err := ParseRepoCSV(path)
if err != nil {
t.Fatalf("ParseRepoCSV failed: %v", err)
}
if len(refs) != 2 {
t.Fatalf("expected 2 refs, got %d", len(refs))
}
if refs[1].Owner != "org" || refs[1].Repo != "frontend" {
t.Fatalf("unexpected second ref: %+v", refs[1])
}
}

View File

@ -1,4 +1,4 @@
package state
package workflow
import (
"crypto/md5"
@ -9,20 +9,8 @@ import (
"time"
"github.com/gitlink-org/gitlink-cli/internal/config"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
)
// WorkflowState tracks persistent run state and change detection snapshots.
type WorkflowState struct {
Workflow string `json:"workflow"`
LastRun string `json:"last_run"`
TotalRuns int `json:"total_runs"`
Snapshots map[string]string `json:"snapshots"`
PhaseLastRun map[string]string `json:"phase_last_run,omitempty"`
PhaseUpstream map[string]string `json:"phase_upstream,omitempty"`
ReviewedPRs map[string]string `json:"reviewed_prs,omitempty"`
}
// LoadState reads the persisted workflow state from disk.
func LoadState(name string) (*WorkflowState, error) {
path := statePath(name)
@ -30,9 +18,9 @@ func LoadState(name string) (*WorkflowState, error) {
if err != nil {
if os.IsNotExist(err) {
return &WorkflowState{
Workflow: name,
Snapshots: make(map[string]string),
PhaseLastRun: make(map[string]string),
Workflow: name,
Snapshots: make(map[string]string),
PhaseLastRun: make(map[string]string),
PhaseUpstream: make(map[string]string),
}, nil
}
@ -70,13 +58,14 @@ func (s *WorkflowState) Save() error {
}
// Diff compares current step results against stored snapshots.
func (s *WorkflowState) Diff(results []wf.StepResult) []string {
// Does NOT mutate snapshots — call UpdateSnapshots separately to persist.
func (s *WorkflowState) Diff(results []StepResult) []string {
changed := []string{}
for _, sr := range results {
if !sr.OK || sr.Data == nil {
continue
}
hash := HashData(sr.Data)
hash := hashData(sr.Data)
if prev, ok := s.Snapshots[sr.Step]; ok && prev != hash {
changed = append(changed, sr.Step)
}
@ -85,17 +74,17 @@ func (s *WorkflowState) Diff(results []wf.StepResult) []string {
}
// UpdateSnapshots stores hashes of current step results for future diff.
func (s *WorkflowState) UpdateSnapshots(results []wf.StepResult) {
func (s *WorkflowState) UpdateSnapshots(results []StepResult) {
for _, sr := range results {
if !sr.OK || sr.Data == nil {
continue
}
s.Snapshots[sr.Step] = HashData(sr.Data)
s.Snapshots[sr.Step] = hashData(sr.Data)
}
}
// HashData computes an MD5 hash of the JSON-encoded data.
func HashData(data interface{}) string {
// hashData computes an MD5 hash of the JSON-encoded data.
func hashData(data interface{}) string {
b, err := json.Marshal(data)
if err != nil {
return ""

View File

@ -1,231 +0,0 @@
package state
import (
"crypto/md5"
"encoding/hex"
"encoding/json"
"fmt"
"os"
"os/exec"
"strings"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
)
// FilterReviewedPRs removes PRs from upstream that were already reviewed
// with the same fingerprint, preventing re-review on every poll cycle.
func FilterReviewedPRs(upstream map[string]interface{}, ctx *common.RuntimeContext) {
wfName := ctx.Arg("__wf_name")
if wfName == "" {
return
}
state, err := LoadState(wfName)
if err != nil || state == nil {
return
}
if state.ReviewedPRs == nil {
state.ReviewedPRs = make(map[string]string)
}
prs := extractPRListFromUpstream(upstream, "open-prs")
if len(prs) == 0 {
return
}
filtered := make([]interface{}, 0, len(prs))
skipped := 0
for _, pr := range prs {
prNum := prNumberFromMap(pr)
if prNum == "" {
filtered = append(filtered, pr)
continue
}
fp := prFingerprint(pr)
if stored, ok := state.ReviewedPRs[prNum]; ok && stored == fp {
skipped++
continue
}
filtered = append(filtered, pr)
}
if skipped > 0 {
fmt.Fprintf(os.Stderr, "[workflow] 跳过 %d 个已审查的 PR无变化\n", skipped)
}
upstream["open-prs"] = map[string]interface{}{"data": filtered}
}
// SaveReviewedPRFingerprints stores PR fingerprints after a successful review.
func SaveReviewedPRFingerprints(upstream map[string]interface{}, ctx *common.RuntimeContext) {
wfName := ctx.Arg("__wf_name")
if wfName == "" {
return
}
state, err := LoadState(wfName)
if err != nil || state == nil {
return
}
if state.ReviewedPRs == nil {
state.ReviewedPRs = make(map[string]string)
}
prs := extractPRListFromUpstream(upstream, "open-prs")
for _, pr := range prs {
prNum := prNumberFromMap(pr)
if prNum == "" {
continue
}
state.ReviewedPRs[prNum] = prFingerprint(pr)
}
state.Save()
}
// EnrichWithPRDiffs fetches diffs for open PRs and stores them in upstream.
func EnrichWithPRDiffs(upstream map[string]interface{}, owner, repo string) {
prs := extractPRListFromUpstream(upstream, "open-prs")
if len(prs) == 0 {
return
}
diffs := make(map[string]string)
for _, pr := range prs {
status := ""
switch v := pr["pull_request_status"].(type) {
case string:
status = v
case float64:
if v == 0 {
status = "open"
}
}
if status == "" {
if s, ok := pr["pull_request_staus"].(string); ok {
status = s
}
}
if status != "" && status != "open" {
continue
}
prNum := ""
if n, ok := pr["pull_request_number"]; ok {
prNum = fmt.Sprintf("%v", n)
} else if n, ok := pr["id"]; ok {
prNum = fmt.Sprintf("%v", n)
} else if n, ok := pr["number"]; ok {
prNum = fmt.Sprintf("%v", n)
} else if n, ok := pr["pull_request_id"]; ok {
prNum = fmt.Sprintf("%v", n)
}
if prNum == "" {
continue
}
bin := wf.ResolveCLIBinary()
cmd := exec.Command(bin, "pr", "+diff", "--id", prNum, "--owner", owner, "--repo", repo, "--format", "json")
out, err := cmd.Output()
if err != nil {
continue
}
var resp struct {
OK bool `json:"ok"`
Data struct {
Files []struct {
Sections []struct {
Lines []struct {
Content string `json:"content"`
} `json:"lines"`
} `json:"sections"`
} `json:"files"`
} `json:"data"`
}
if err := json.Unmarshal(out, &resp); err != nil || !resp.OK || len(resp.Data.Files) == 0 {
continue
}
var sb strings.Builder
for _, f := range resp.Data.Files {
for _, sec := range f.Sections {
for _, line := range sec.Lines {
sb.WriteString(line.Content)
sb.WriteString("\n")
}
}
}
diffText := sb.String()
if diffText == "" {
continue
}
diffs[prNum] = diffText
}
if len(diffs) > 0 {
upstream["_pr_diffs"] = diffs
}
}
// prFingerprint returns an MD5 hash of key PR fields for change detection.
func prFingerprint(pr map[string]interface{}) string {
var parts []string
if t := strFromMap(pr, "title", "name"); t != "" {
parts = append(parts, "title:"+t)
}
if b := strFromMap(pr, "body", "description"); b != "" {
parts = append(parts, "body:"+b)
}
if s := strFromMap(pr, "pull_request_status", "pull_request_staus", "status", "state"); s != "" {
parts = append(parts, "status:"+s)
}
h := md5.Sum([]byte(strings.Join(parts, "|")))
return hex.EncodeToString(h[:])
}
// prNumberFromMap extracts a PR number string from a PR data map.
func prNumberFromMap(pr map[string]interface{}) string {
for _, k := range []string{"pull_request_number", "id", "number", "pull_request_id"} {
if v := pr[k]; v != nil {
s := fmt.Sprintf("%v", v)
if s != "" && s != "0" && s != "<nil>" {
return s
}
}
}
return ""
}
// strFromMap returns the first non-empty string value from the given keys.
func strFromMap(m map[string]interface{}, keys ...string) string {
for _, k := range keys {
if v, ok := m[k].(string); ok && v != "" {
return v
}
}
return ""
}
// extractPRListFromUpstream extracts PR list from upstream data.
func extractPRListFromUpstream(upstream map[string]interface{}, key string) []map[string]interface{} {
raw, ok := upstream[key]
if !ok {
return nil
}
if m, ok := raw.(map[string]interface{}); ok {
if data, ok := m["data"]; ok {
raw = data
}
}
if m, ok := raw.(map[string]interface{}); ok {
for _, listKey := range []string{"issues", "pull_requests"} {
if v, ok := m[listKey]; ok {
if arr, ok := v.([]interface{}); ok {
raw = arr
break
}
}
}
}
list, _ := raw.([]interface{})
var out []map[string]interface{}
for _, item := range list {
if m, ok := item.(map[string]interface{}); ok {
out = append(out, m)
}
}
return out
}

View File

@ -1,80 +0,0 @@
package state
import (
"os"
"path/filepath"
"testing"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
)
func TestStateSaveLoad(t *testing.T) {
dir := t.TempDir()
t.Setenv("GITLINK_CONFIG_DIR", dir)
s := &WorkflowState{
Workflow: "test-wf",
TotalRuns: 5,
Snapshots: map[string]string{"step1": "abc123"},
}
if err := s.Save(); err != nil {
t.Fatalf("Save failed: %v", err)
}
loaded, err := LoadState("test-wf")
if err != nil {
t.Fatalf("LoadState failed: %v", err)
}
if loaded.TotalRuns != 5 {
t.Fatalf("TotalRuns = %d, want 5", loaded.TotalRuns)
}
if loaded.Snapshots["step1"] != "abc123" {
t.Fatalf("Snapshots[step1] = %q, want abc123", loaded.Snapshots["step1"])
}
os.Remove(filepath.Join(dir, "workflow-test-wf-state.json"))
}
func TestStateDiff(t *testing.T) {
s := &WorkflowState{
Workflow: "test-diff",
Snapshots: map[string]string{"step1": "oldhash"},
}
results := []wf.StepResult{
{Step: "step1", OK: true, Data: "changed data"},
{Step: "step2", OK: true, Data: "new step"},
{Step: "step3", OK: false, Data: "ignored"},
}
changed := s.Diff(results)
if len(changed) != 1 {
t.Fatalf("Diff: expected 1 changed step, got %d", len(changed))
}
if changed[0] != "step1" {
t.Fatalf("Diff: expected 'step1' to change, got %q", changed[0])
}
s.UpdateSnapshots(results)
if _, ok := s.Snapshots["step2"]; !ok {
t.Fatal("step2 should be added to snapshots after UpdateSnapshots")
}
if _, ok := s.Snapshots["step3"]; ok {
t.Fatal("step3 (failed) should NOT be added to snapshots")
}
}
func TestLoadStateNotExist(t *testing.T) {
dir := t.TempDir()
t.Setenv("GITLINK_CONFIG_DIR", dir)
s, err := LoadState("nonexistent")
if err != nil {
t.Fatalf("LoadState should not error for missing file: %v", err)
}
if s.Workflow != "nonexistent" {
t.Fatalf("Workflow = %q, want nonexistent", s.Workflow)
}
if s.Snapshots == nil {
t.Fatal("Snapshots should be initialized as empty map")
}
}

741
shortcuts/workflow/steps.go Normal file
View File

@ -0,0 +1,741 @@
package workflow
import (
"crypto/md5"
"encoding/hex"
"encoding/json"
"fmt"
"os"
"os/exec"
"path/filepath"
"strings"
"time"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
)
// StepResult holds the outcome of executing one step.
type StepResult struct {
Step string `json:"step"`
Purpose string `json:"purpose"`
Type StepType `json:"type"`
OK bool `json:"ok"`
Data interface{} `json:"data,omitempty"`
Error string `json:"error,omitempty"`
Skipped bool `json:"skipped,omitempty"`
SkipReason string `json:"skip_reason,omitempty"`
}
// ExecuteStep dispatches a step to the right executor based on its Type.
func ExecuteStep(ctx *common.RuntimeContext, step StepDef, dryRun bool) *StepResult {
sr := &StepResult{
Step: step.Name,
Purpose: step.Purpose,
Type: step.Type,
}
switch step.Type {
case StepTypeAPI:
executeAPIStep(ctx, step, sr)
case StepTypeCommand:
executeCommandStep(ctx, step, sr)
case StepTypeSkill:
executeSkillStep(ctx, step, sr, dryRun)
default:
sr.OK = false
sr.Error = fmt.Sprintf("unknown step type: %q", step.Type)
}
return sr
}
// executeAPIStep makes an HTTP call through the API client.
func executeAPIStep(ctx *common.RuntimeContext, step StepDef, sr *StepResult) {
path := resolvePath(step.Target, ctx.Owner, ctx.Repo)
env, err := ctx.CallAPIWithQuery(step.Method, path, step.Query)
if err != nil {
sr.OK = false
sr.Error = err.Error()
} else {
sr.OK = env.OK
sr.Data = env.Data
}
}
// executeCommandStep runs a gitlink-cli subcommand as a subprocess.
func executeCommandStep(ctx *common.RuntimeContext, step StepDef, sr *StepResult) {
if strings.HasPrefix(step.Target, "workflow-internal:") {
executeInternalCommandStep(ctx, step, sr)
return
}
parts := parseCommandTarget(step.Target)
if len(parts) == 0 {
sr.OK = false
sr.Error = fmt.Sprintf("empty command target: %q", step.Target)
return
}
bin, err := os.Executable()
if err != nil {
bin = "gitlink-cli"
}
args := append(parts, "--format", "json")
if ctx.Owner != "" {
args = append(args, "--owner", ctx.Owner)
}
if ctx.Repo != "" {
args = append(args, "--repo", ctx.Repo)
}
cmd := exec.Command(bin, args...)
cmd.Stderr = nil
out, err := cmd.Output()
if err != nil {
sr.OK = false
sr.Error = fmt.Sprintf("command failed: %v", err)
return
}
var data interface{}
if err := json.Unmarshal(out, &data); err != nil {
sr.OK = true
sr.Data = strings.TrimSpace(string(out))
} else {
sr.OK = true
sr.Data = data
}
}
func executeInternalCommandStep(ctx *common.RuntimeContext, step StepDef, sr *StepResult) {
switch strings.TrimPrefix(step.Target, "workflow-internal:") {
case "multi-repo-snapshot":
snapshot, err := BuildMultiRepoSnapshot(ctx)
if err != nil {
sr.OK = false
sr.Error = err.Error()
return
}
sr.OK = true
sr.Data = snapshot
default:
sr.OK = false
sr.Error = fmt.Sprintf("unknown internal workflow command: %q", step.Target)
}
}
// executeSkillStep runs a skill step. Depending on aiMode, it uses the AI API or
// falls back to a deterministic rule engine. Both paths produce the same AIResponse
// format, and actions from either source go through the same security whitelist.
func executeSkillStep(ctx *common.RuntimeContext, step StepDef, sr *StepResult, dryRun bool) {
upstream := collectUpstream(ctx, step)
// For review step, fetch PR diffs and filter already-reviewed PRs.
if step.Target == "gitlink-review" {
enrichWithPRDiffs(upstream, ctx.Owner, ctx.Repo)
filterReviewedPRs(upstream, ctx)
}
if dryRun {
sr.OK = true
sr.Data = map[string]interface{}{
"_skill": step.Target,
"_dry_run": true,
"_depends_on": step.DependsOn,
"_upstream": upstream,
"_hint": "预览模式:展示将要传给 AI/规则引擎 的上游数据,不实际执行。",
}
return
}
aiMode := resolveAIMode(ctx)
client := NewAIClient()
var aiResp *AIResponse
var usedAI bool
var aiAnalysis interface{}
switch aiMode {
case AIModeNoAI:
resp, err := runRuleEngine(step, upstream)
if err != nil {
sr.OK = true
sr.Data = map[string]interface{}{
"_skill": step.Target,
"_needs_ai": true,
"_upstream": upstream,
"_error": fmt.Sprintf("rule engine failed: %v", err),
}
return
}
aiResp = resp
case AIModeAI:
if !client.HasKey() {
sr.OK = false
sr.Error = "AI 模式需要配置 API Key设置 DEEPSEEK_API_KEY 环境变量或 config set deepseek_api_key"
return
}
resp, err := callAI(client, step, upstream)
if err != nil {
sr.OK = false
sr.Error = fmt.Sprintf("AI 调用失败: %v", err)
return
}
aiResp = resp
usedAI = true
default: // "auto"
if client.HasKey() {
resp, err := callAI(client, step, upstream)
if err == nil {
aiResp = resp
usedAI = true
} else {
fmt.Fprintf(os.Stderr, "[workflow] AI 调用失败,降级到规则引擎: %v\n", err)
}
}
if aiResp == nil {
resp, err := runRuleEngine(step, upstream)
if err != nil {
sr.OK = true
sr.Data = map[string]interface{}{
"_skill": step.Target,
"_needs_ai": true,
"_upstream": upstream,
"_error": fmt.Sprintf("AI 和规则引擎均失败: %v", err),
}
return
}
aiResp = resp
}
}
if usedAI && step.Target == "gitlink-triage" {
if ruleResp, err := runRuleEngine(step, upstream); err == nil {
// Triage write actions must be deterministic: AI may explain, but
// labels/assignees/comments and UI counts come from the tested rule engine.
aiAnalysis = aiResp.Analysis
aiResp.Actions = ruleResp.Actions
aiResp.Analysis = ruleResp.Analysis
} else {
fmt.Fprintf(os.Stderr, "[workflow] triage rule action fallback failed: %v\n", err)
}
}
// In AI mode, supplement health-report with deterministic wiki action.
// AI provides richer semantic analysis; rule engine ensures wiki publishing.
if usedAI && step.Name == "health-report" {
fmt.Fprintf(os.Stderr, "[workflow] health-report AI supplement: upstream_keys=%v\n", mapKeys(upstream))
if ruleResp, err := runRuleEngine(step, upstream); err == nil && len(ruleResp.Actions) > 0 {
fmt.Fprintf(os.Stderr, "[workflow] health-report rule engine returned %d actions\n", len(ruleResp.Actions))
content := ""
if s, ok := aiResp.Analysis.(string); ok && s != "" {
content = s
}
if content == "" {
if b, err := json.MarshalIndent(aiResp.Analysis, "", " "); err == nil {
content = "# 项目健康度报告\n\n" + string(b) + "\n"
}
}
// Rewrite the rule engine's wiki +create with AI-enhanced content.
for _, a := range ruleResp.Actions {
if a.Module == "wiki" && a.Command == "+create" {
if content != "" {
a.Args["content"] = content
}
aiResp.Actions = append(aiResp.Actions, a)
}
}
} else {
fmt.Fprintf(os.Stderr, "[workflow] health-report rule engine failed or empty: err=%v actions=%d\n", err, len(ruleResp.Actions))
}
}
// Supplement AI responses with wiki publishing so the full pipeline runs.
if usedAI && step.Name == "contributor-ranking" {
content := ""
if s, ok := aiResp.Analysis.(string); ok {
content = s
} else if b, err := json.MarshalIndent(aiResp.Analysis, "", " "); err == nil {
content = "# 贡献者排行榜\n\n```json\n" + string(b) + "\n```\n"
}
if content != "" {
pageName := "贡献者排行榜 " + time.Now().Format("2006-01-02")
aiResp.Actions = append(aiResp.Actions,
AIAction{
Type: "cli", Module: "wiki", Command: "+create",
Args: map[string]string{
"name": pageName,
"content": content,
"message": "自动生成贡献者排行榜",
},
},
AIAction{
Type: "cli", Module: "wiki", Command: "+update",
Args: map[string]string{
"name": pageName,
"content": content,
"message": "自动更新贡献者排行榜",
},
},
)
}
}
executed := executeActions(ctx, aiResp.Actions)
// After review, save PR fingerprints so we skip them next poll.
if step.Target == "gitlink-review" && !dryRun {
saveReviewedPRFingerprints(upstream, ctx)
}
sr.OK = true
data := map[string]interface{}{
"ok": true,
"analysis": aiResp.Analysis,
"executed": executed,
"_ai_used": usedAI,
"_skill": step.Target,
}
if aiAnalysis != nil {
data["ai_analysis"] = aiAnalysis
}
sr.Data = data
}
// executeActions runs allowed actions from an AIResponse. Returns count of
// successfully executed actions. Actions from both AI and rule engines pass
// through the same security whitelist.
func executeActions(ctx *common.RuntimeContext, actions []AIAction) int {
executed := 0
seen := make(map[string]bool, len(actions))
for _, action := range actions {
key := actionKey(action)
if seen[key] {
fmt.Fprintf(os.Stderr, "[workflow] skipped duplicate action: %s %s %s\n", action.Type, action.Module, action.Command)
continue
}
seen[key] = true
if !isActionAllowed(action) {
fmt.Fprintf(os.Stderr, "[workflow] blocked action: %s %s +%s\n", action.Type, action.Module, action.Command)
continue
}
if action.Type == "api" {
path := resolvePath(action.Path, ctx.Owner, ctx.Repo)
_, err := ctx.CallAPI(action.Method, path, action.Body)
if err != nil {
fmt.Fprintf(os.Stderr, "[workflow] api action failed: %v\n", err)
continue
}
executed++
} else if action.Type == "cli" {
args := []string{action.Module, action.Command}
for k, v := range action.Args {
args = append(args, "--"+k, v)
}
args = append(args, "--owner", ctx.Owner, "--repo", ctx.Repo)
bin, _ := os.Executable()
if bin == "" {
bin = "gitlink-cli"
}
err := exec.Command(bin, args...).Run()
if err != nil {
fmt.Fprintf(os.Stderr, "[workflow] cli action failed: %v\n", err)
continue
}
executed++
}
}
return executed
}
func actionKey(action AIAction) string {
raw, err := json.Marshal(action)
if err != nil {
return fmt.Sprintf("%s:%s:%s:%v:%s:%s", action.Type, action.Module, action.Command, action.Args, action.Method, action.Path)
}
sum := md5.Sum(raw)
return hex.EncodeToString(sum[:])
}
// resolveAIMode determines the effective AI mode from the context.
func resolveAIMode(ctx *common.RuntimeContext) AIMode {
switch ctx.AIMode {
case "ai":
return AIModeAI
case "no-ai":
return AIModeNoAI
default:
return AIModeAuto
}
}
// callAI invokes the Anthropic API for a skill step.
func callAI(client *AIClient, step StepDef, upstream map[string]interface{}) (*AIResponse, error) {
skillMD := readSkillDoc(step.Target)
upstreamJSON, _ := json.MarshalIndent(upstream, "", " ")
return client.Analyze(&AIRequest{
SystemPrompt: skillMD,
UserData: string(upstreamJSON),
})
}
// runRuleEngine looks up and invokes the rule engine for a skill target.
func runRuleEngine(step StepDef, upstream map[string]interface{}) (*AIResponse, error) {
engine, ok := RuleEngines[step.Target]
if !ok {
return nil, ErrNoRuleEngine(step.Target)
}
return engine(upstream, step.Name)
}
// collectUpstream gathers data from steps declared in DependsOn.
func collectUpstream(ctx *common.RuntimeContext, step StepDef) map[string]interface{} {
upstream := make(map[string]interface{})
for _, dep := range step.DependsOn {
if v, ok := ctx.Args[dep]; ok {
var parsed interface{}
if err := json.Unmarshal([]byte(v), &parsed); err == nil {
upstream[dep] = parsed
} else {
upstream[dep] = v
}
}
}
// If no DependsOn, collect all available upstream data.
if len(step.DependsOn) == 0 {
for k, v := range ctx.Args {
var parsed interface{}
if err := json.Unmarshal([]byte(v), &parsed); err == nil {
upstream[k] = parsed
} else {
upstream[k] = v
}
}
}
return upstream
}
// readSkillDoc reads the full SKILL.md for a given skill name.
func readSkillDoc(target string) string {
paths := []string{}
if exe, err := os.Executable(); err == nil {
paths = append(paths, filepath.Join(filepath.Dir(exe), "skills", target, "SKILL.md"))
}
paths = append(paths,
filepath.Join("skills", target, "SKILL.md"),
filepath.Join("/etc/gitlink-cli/skills", target, "SKILL.md"),
)
home, err := os.UserHomeDir()
if err == nil {
paths = append(paths, filepath.Join(home, ".config", "gitlink-cli", "skills", target, "SKILL.md"))
}
for _, p := range paths {
data, err := os.ReadFile(p)
if err == nil {
return string(data)
}
}
return fmt.Sprintf("# %s\n\nSkill documentation not found.", target)
}
// Security whitelist for AI-generated actions.
var allowedAPIMethods = map[string]bool{
"GET": true, "POST": true, "PATCH": true,
}
var allowedCLIModules = map[string]bool{
"issue": true, "pr": true, "release": true,
"wiki": true, "member": true, "label": true,
"milestone": true, "branch": true, "comment": true,
"repo": true, "file": true,
}
var blockedCLICommands = map[string]bool{
"+delete": true, "+remove": true, "+batch-delete": true,
"+fork": true, "+batch-fork": true,
}
func isActionAllowed(action AIAction) bool {
if action.Type == "api" {
if !allowedAPIMethods[action.Method] {
return false
}
}
if action.Type == "cli" {
if !allowedCLIModules[action.Module] {
return false
}
if blockedCLICommands[action.Command] {
return false
}
}
return true
}
// parseCommandTarget splits a CLI command string into tokens,
// respecting quoted arguments.
func mapKeys(m map[string]interface{}) []string {
keys := make([]string, 0, len(m))
for k := range m {
keys = append(keys, k)
}
return keys
}
func parseCommandTarget(target string) []string {
var parts []string
var current strings.Builder
inQuote := false
quoteChar := byte(0)
for i := 0; i < len(target); i++ {
c := target[i]
switch {
case c == '"' || c == '\'':
if inQuote && c == quoteChar {
inQuote = false
quoteChar = 0
} else if !inQuote {
inQuote = true
quoteChar = c
} else {
current.WriteByte(c)
}
case c == ' ' && !inQuote:
if current.Len() > 0 {
parts = append(parts, current.String())
current.Reset()
}
default:
current.WriteByte(c)
}
}
if current.Len() > 0 {
parts = append(parts, current.String())
}
return parts
}
// filterReviewedPRs removes PRs from upstream that were already reviewed
// with the same fingerprint, preventing re-review on every poll cycle.
func filterReviewedPRs(upstream map[string]interface{}, ctx *common.RuntimeContext) {
wfName := ctx.Arg("__wf_name")
if wfName == "" {
return
}
state, err := LoadState(wfName)
if err != nil || state == nil {
return
}
if state.ReviewedPRs == nil {
state.ReviewedPRs = make(map[string]string)
}
prs := extractPRListFromUpstream(upstream, "open-prs")
if len(prs) == 0 {
return
}
filtered := make([]interface{}, 0, len(prs))
skipped := 0
for _, pr := range prs {
prNum := prNumberFromMap(pr)
if prNum == "" {
filtered = append(filtered, pr)
continue
}
fp := prFingerprint(pr)
if stored, ok := state.ReviewedPRs[prNum]; ok && stored == fp {
skipped++
continue
}
filtered = append(filtered, pr)
}
if skipped > 0 {
fmt.Fprintf(os.Stderr, "[workflow] 跳过 %d 个已审查的 PR无变化\n", skipped)
}
upstream["open-prs"] = map[string]interface{}{"data": filtered}
}
// saveReviewedPRFingerprints stores PR fingerprints after a successful review.
func saveReviewedPRFingerprints(upstream map[string]interface{}, ctx *common.RuntimeContext) {
wfName := ctx.Arg("__wf_name")
if wfName == "" {
return
}
state, err := LoadState(wfName)
if err != nil || state == nil {
return
}
if state.ReviewedPRs == nil {
state.ReviewedPRs = make(map[string]string)
}
prs := extractPRListFromUpstream(upstream, "open-prs")
for _, pr := range prs {
prNum := prNumberFromMap(pr)
if prNum == "" {
continue
}
state.ReviewedPRs[prNum] = prFingerprint(pr)
}
state.Save()
}
// prFingerprint returns an MD5 hash of key PR fields for change detection.
func prFingerprint(pr map[string]interface{}) string {
var parts []string
if t := strFromMap(pr, "title", "name"); t != "" {
parts = append(parts, "title:"+t)
}
if b := strFromMap(pr, "body", "description"); b != "" {
parts = append(parts, "body:"+b)
}
if s := strFromMap(pr, "pull_request_status", "pull_request_staus", "status", "state"); s != "" {
parts = append(parts, "status:"+s)
}
h := md5.Sum([]byte(strings.Join(parts, "|")))
return hex.EncodeToString(h[:])
}
// prNumberFromMap extracts a PR number string from a PR data map.
func prNumberFromMap(pr map[string]interface{}) string {
for _, k := range []string{"pull_request_number", "id", "number", "pull_request_id"} {
if v := pr[k]; v != nil {
s := fmt.Sprintf("%v", v)
if s != "" && s != "0" && s != "<nil>" {
return s
}
}
}
return ""
}
// strFromMap returns the first non-empty string value from the given keys.
func strFromMap(m map[string]interface{}, keys ...string) string {
for _, k := range keys {
if v, ok := m[k].(string); ok && v != "" {
return v
}
}
return ""
}
// extractPRListFromUpstream extracts PR list from upstream data.
func extractPRListFromUpstream(upstream map[string]interface{}, key string) []map[string]interface{} {
raw, ok := upstream[key]
if !ok {
return nil
}
if m, ok := raw.(map[string]interface{}); ok {
if data, ok := m["data"]; ok {
raw = data
}
}
if m, ok := raw.(map[string]interface{}); ok {
for _, listKey := range []string{"issues", "pull_requests"} {
if v, ok := m[listKey]; ok {
if arr, ok := v.([]interface{}); ok {
raw = arr
break
}
}
}
}
list, _ := raw.([]interface{})
var out []map[string]interface{}
for _, item := range list {
if m, ok := item.(map[string]interface{}); ok {
out = append(out, m)
}
}
return out
}
// enrichWithPRDiffs fetches diffs for open PRs and stores them in upstream
// so that both AI and the rule engine can analyze actual code changes.
func enrichWithPRDiffs(upstream map[string]interface{}, owner, repo string) {
prs := extractPRListFromUpstream(upstream, "open-prs")
if len(prs) == 0 {
return
}
diffs := make(map[string]string)
for _, pr := range prs {
// pull_request_status may be numeric (0=open, 1=merged, 2=closed) or string.
// The API also uses the typo key "pull_request_staus".
status := ""
switch v := pr["pull_request_status"].(type) {
case string:
status = v
case float64:
if v == 0 {
status = "open"
}
}
if status == "" {
if s, ok := pr["pull_request_staus"].(string); ok {
status = s
}
}
if status != "" && status != "open" {
continue
}
prNum := ""
if n, ok := pr["pull_request_number"]; ok {
prNum = fmt.Sprintf("%v", n)
} else if n, ok := pr["id"]; ok {
prNum = fmt.Sprintf("%v", n)
} else if n, ok := pr["number"]; ok {
prNum = fmt.Sprintf("%v", n)
} else if n, ok := pr["pull_request_id"]; ok {
prNum = fmt.Sprintf("%v", n)
}
if prNum == "" {
continue
}
bin, _ := os.Executable()
if bin == "" {
bin = "gitlink-cli"
}
cmd := exec.Command(bin, "pr", "+diff", "--id", prNum, "--owner", owner, "--repo", repo, "--format", "json")
out, err := cmd.Output()
if err != nil {
continue
}
var resp struct {
OK bool `json:"ok"`
Data struct {
Files []struct {
Sections []struct {
Lines []struct {
Content string `json:"content"`
} `json:"lines"`
} `json:"sections"`
} `json:"files"`
} `json:"data"`
}
if err := json.Unmarshal(out, &resp); err != nil || !resp.OK || len(resp.Data.Files) == 0 {
continue
}
var sb strings.Builder
for _, f := range resp.Data.Files {
for _, sec := range f.Sections {
for _, line := range sec.Lines {
sb.WriteString(line.Content)
sb.WriteString("\n")
}
}
}
diffText := sb.String()
if diffText == "" {
continue
}
diffs[prNum] = diffText
}
if len(diffs) > 0 {
upstream["_pr_diffs"] = diffs
}
}

View File

@ -0,0 +1,130 @@
package workflow
import (
"fmt"
"os"
"os/signal"
"time"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
)
// Watch polls the first step (or watchStep) every interval and triggers the
// full workflow (with AI) only when data changes. Blocks until Ctrl+C.
func Watch(ctx *common.RuntimeContext, wf *WorkflowDef, interval time.Duration, watchStep string) error {
if watchStep == "" && len(wf.Steps) > 0 {
watchStep = wf.Steps[0].Name
}
fmt.Printf("👀 Watching %s/%s for %q changes every %v\n", ctx.Owner, ctx.Repo, watchStep, interval)
fmt.Printf(" Trigger: %s on %s\n", wf.Trigger.Type, wf.Trigger.On)
fmt.Println(" Press Ctrl+C to stop")
sig := make(chan os.Signal, 1)
signal.Notify(sig, os.Interrupt)
state, _ := LoadState(wf.Name)
tick := time.NewTicker(interval)
defer tick.Stop()
for {
select {
case <-sig:
fmt.Println("\n👋 watch stopped")
return nil
case t := <-tick.C:
// Phase 1: cheap dry-run to check for changes
dryResult, err := Run(ctx, wf, true)
if err != nil {
fmt.Printf("[%s] ❌ error: %v\n", t.Format("15:04:05"), err)
continue
}
changed := state.Diff(dryResult.Steps)
if len(changed) == 0 && state.TotalRuns > 0 {
fmt.Printf("[%s] ✓ no changes\n", t.Format("15:04:05"))
continue
}
fmt.Printf("[%s] 🔔 change detected: %v\n", t.Format("15:04:05"), changed)
// Phase 2: full run with AI
result, err := Run(ctx, wf, false)
if err != nil {
fmt.Printf("[%s] ❌ AI run error: %v\n", t.Format("15:04:05"), err)
continue
}
state.UpdateSnapshots(result.Steps)
state.TotalRuns++
state.Save()
for _, sr := range result.Steps {
if sr.OK {
fmt.Printf(" ✓ %s\n", sr.Step)
} else {
fmt.Printf(" ✗ %s: %s\n", sr.Step, sr.Error)
}
}
}
}
}
// Schedule runs the full workflow on a repeating interval. Blocks until Ctrl+C.
// Schedule always runs with AI (cron-style workflows like weekly reports always need fresh output).
func Schedule(ctx *common.RuntimeContext, wf *WorkflowDef, interval time.Duration) error {
fmt.Printf("⏰ Scheduled %q every %v on %s/%s\n", wf.Name, interval, ctx.Owner, ctx.Repo)
fmt.Println(" Press Ctrl+C to stop")
sig := make(chan os.Signal, 1)
signal.Notify(sig, os.Interrupt)
tick := time.NewTicker(interval)
defer tick.Stop()
// Run immediately on start (dry-run to establish baseline)
state, _ := LoadState(wf.Name)
dryResult, _ := Run(ctx, wf, true)
state.UpdateSnapshots(dryResult.Steps)
state.TotalRuns++
state.Save()
for {
select {
case <-sig:
fmt.Println("\n👋 schedule stopped")
return nil
case t := <-tick.C:
// Phase 1: dry-run to check for changes
dryResult, err := Run(ctx, wf, true)
if err != nil {
fmt.Printf("[%s] ❌ error: %v\n", t.Format("15:04:05"), err)
continue
}
changed := state.Diff(dryResult.Steps)
state.UpdateSnapshots(dryResult.Steps)
state.TotalRuns++
state.Save()
if len(changed) == 0 {
fmt.Printf("[%s] ✓ no changes, skipped AI run\n", t.Format("15:04:05"))
continue
}
// Phase 2: full run with AI
fmt.Printf("[%s] ⏳ changes detected, running %q with AI...\n", t.Format("15:04:05"), wf.Name)
result, err := Run(ctx, wf, false)
if err != nil {
fmt.Printf("❌ error: %v\n", err)
continue
}
ok, total := 0, len(result.Steps)
for _, sr := range result.Steps {
if sr.OK {
ok++
}
}
fmt.Printf("✅ %d/%d steps OK\n", ok, total)
}
}
}

View File

@ -9,18 +9,22 @@ import (
type AIMode string
const (
AIModeAuto AIMode = "auto"
AIModeAI AIMode = "ai"
AIModeNoAI AIMode = "no-ai"
AIModeAuto AIMode = "auto" // Use AI if API key available, else rules
AIModeAI AIMode = "ai" // Force AI (error if no key)
AIModeNoAI AIMode = "no-ai" // Force rule engine only
)
// RuleEngineFunc is the signature for a deterministic rule engine.
// It receives upstream data (same JSON the AI would get) and the step name,
// and returns the same AIResponse format the AI would produce.
type RuleEngineFunc func(upstream map[string]interface{}, stepName string) (*AIResponse, error)
// RuleEngines is a registry of skill-target → rule-engine mappings.
// Populated by the rules/ package init().
var RuleEngines = map[string]RuleEngineFunc{}
// RegisterRuleEngine registers a rule engine function for a given skill target.
// Called by the rules package during init().
func RegisterRuleEngine(target string, fn RuleEngineFunc) {
RuleEngines[target] = fn
}
@ -49,6 +53,10 @@ const (
)
// StepDef defines a single step in a workflow.
//
// skill: Target = "gitlink-triage" → AI Agent reads the Skill doc
// command: Target = "issue +list --state open" → CLI subprocess
// api: Target = "{v1}/issues" → HTTP call, Method = GET/POST/...
type StepDef struct {
Type StepType `json:"type"`
Name string `json:"name"`
@ -62,9 +70,9 @@ type StepDef struct {
// TriggerDef configures when a workflow runs.
type TriggerDef struct {
Type string `json:"type"`
On string `json:"on"`
Interval string `json:"interval,omitempty"`
Type string `json:"type"` // "manual" | "poll" | "cron"
On string `json:"on"` // event description or cron expression
Interval string `json:"interval,omitempty"` // poll: "5m" cron: "0 9 * * 1"
}
// WorkflowDef is a named, ordered sequence of steps with a trigger.
@ -78,43 +86,22 @@ type WorkflowDef struct {
// AIAction is a write instruction returned by an AI skill step.
type AIAction struct {
Type string `json:"type"`
Method string `json:"method,omitempty"`
Path string `json:"path,omitempty"`
Body map[string]interface{} `json:"body,omitempty"`
Module string `json:"module,omitempty"`
Command string `json:"command,omitempty"`
Args map[string]string `json:"args,omitempty"`
Type string `json:"type"` // "api" | "cli"
Method string `json:"method,omitempty"` // api: GET/PATCH/POST
Path string `json:"path,omitempty"` // api: /v1/{owner}/{repo}/issues/7
Body map[string]interface{} `json:"body,omitempty"` // api: request body
Module string `json:"module,omitempty"` // cli: "issue"
Command string `json:"command,omitempty"` // cli: "+comment"
Args map[string]string `json:"args,omitempty"` // cli: {"number":"10"}
}
// AIRequest bundles the data needed for an AI skill step call.
type AIRequest struct {
SystemPrompt string
UserData string
}
// AIResponse is the parsed structured output from an AI skill step.
type AIResponse struct {
Analysis interface{} `json:"analysis"`
Actions []AIAction `json:"actions"`
}
// WorkflowResult holds the outcome of a full workflow run.
type WorkflowResult struct {
Workflow string `json:"workflow"`
Owner string `json:"owner"`
Repo string `json:"repo"`
Steps []StepResult `json:"steps"`
}
// StepResult holds the outcome of executing one step.
type StepResult struct {
Step string `json:"step"`
Purpose string `json:"purpose"`
Type StepType `json:"type"`
OK bool `json:"ok"`
Data interface{} `json:"data,omitempty"`
Error string `json:"error,omitempty"`
Skipped bool `json:"skipped,omitempty"`
SkipReason string `json:"skip_reason,omitempty"`
// WorkflowState tracks persistent run state and change detection snapshots.
type WorkflowState struct {
Workflow string `json:"workflow"`
LastRun string `json:"last_run"`
TotalRuns int `json:"total_runs"`
Snapshots map[string]string `json:"snapshots"` // stepName → md5(json)
PhaseLastRun map[string]string `json:"phase_last_run,omitempty"` // stepName → RFC3339
PhaseUpstream map[string]string `json:"phase_upstream,omitempty"` // stepName → md5(upstream)
ReviewedPRs map[string]string `json:"reviewed_prs,omitempty"` // prNumber → fingerprint
}

View File

@ -1,18 +1,45 @@
package cli
package workflow
import (
"fmt"
"os"
"sort"
"strings"
"time"
"github.com/gitlink-org/gitlink-cli/internal/output"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
wf "github.com/gitlink-org/gitlink-cli/shortcuts/workflow"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/daemon"
"github.com/gitlink-org/gitlink-cli/shortcuts/workflow/engine"
)
// --- Registry ---
var registry = map[string]*WorkflowDef{}
func register(wf *WorkflowDef) {
registry[wf.Name] = wf
}
// All returns all registered workflows sorted by name.
func All() []*WorkflowDef {
names := make([]string, 0, len(registry))
for n := range registry {
names = append(names, n)
}
sort.Strings(names)
result := make([]*WorkflowDef, len(names))
for i, n := range names {
result[i] = registry[n]
}
return result
}
// Get returns a workflow by name, or nil.
func Get(name string) *WorkflowDef {
return registry[name]
}
// --- CLI Commands ---
// Shortcuts returns all workflow CLI commands.
func Shortcuts() []*common.Shortcut {
return []*common.Shortcut{
@ -24,8 +51,8 @@ func Shortcuts() []*common.Shortcut {
},
Run: func(ctx *common.RuntimeContext) error {
cat := ctx.Arg("category")
workflows := wf.All()
filtered := make([]*wf.WorkflowDef, 0)
workflows := All()
filtered := make([]*WorkflowDef, 0)
for _, w := range workflows {
if cat == "" || strings.EqualFold(w.Category, cat) {
filtered = append(filtered, w)
@ -60,11 +87,11 @@ func Shortcuts() []*common.Shortcut {
if err != nil {
return err
}
w := wf.Get(name)
if w == nil {
wf := Get(name)
if wf == nil {
return fmt.Errorf("workflow %q not found; use workflow +list to see available workflows", name)
}
return ctx.OutputData(w)
return ctx.OutputData(wf)
},
},
{
@ -79,7 +106,6 @@ func Shortcuts() []*common.Shortcut {
{Name: "repos", Usage: "Comma-separated repositories for multi-repo workflow, e.g. org/backend,org/frontend", Default: ""},
{Name: "from", Usage: "CSV file for multi-repo workflow with owner,repo columns", Default: ""},
{Name: "release", Usage: "Target release/tag for multi-repo release coordination", Default: ""},
{Name: "wiki-repo", Usage: "Wiki target repo for publishing multi-repo report, e.g. org/dashboard", Default: ""},
{Name: "daemon-loop", Usage: "Internal: run in loop mode", Bool: true},
{Name: "interval", Usage: "Internal: loop interval", Default: "5m"},
},
@ -88,38 +114,32 @@ func Shortcuts() []*common.Shortcut {
if err != nil {
return err
}
w := wf.Get(name)
if w == nil {
wf := Get(name)
if wf == nil {
return fmt.Errorf("workflow %q not found; use workflow +list to see available workflows", name)
}
// Pass description to the init-scaffold rule engine.
if desc := ctx.Arg("desc"); desc != "" {
ctx.Args["_desc"] = desc
}
if wr := ctx.Arg("wiki-repo"); wr != "" {
owner, repo := splitRepoRef(wr)
if owner != "" && repo != "" {
ctx.Args["_wiki_owner"] = owner
ctx.Args["_wiki_repo"] = repo
}
}
aiMode, err := resolveAIModeFromArgs(ctx)
if err != nil {
return err
}
// Daemon loop mode (internal — forked by +start)
if ctx.Arg("daemon-loop") == "true" {
intervalStr := ctx.Arg("interval")
interval, err := time.ParseDuration(intervalStr)
if err != nil {
return fmt.Errorf("invalid interval %q: %w", intervalStr, err)
}
return daemon.DaemonLoop(ctx, w, interval)
return DaemonLoop(ctx, wf, interval)
}
return runWorkflowCommand(ctx, w, ctx.Arg("dry-run") == "true", aiMode)
return runWorkflowCommand(ctx, wf, ctx.Arg("dry-run") == "true", aiMode)
},
},
{
@ -137,11 +157,11 @@ func Shortcuts() []*common.Shortcut {
if err != nil {
return err
}
w := wf.Get(name)
if w == nil {
wf := Get(name)
if wf == nil {
return fmt.Errorf("workflow %q not found; use workflow +list to see available workflows", name)
}
if w.Name == "multi-repo" {
if wf.Name == "multi-repo" {
return fmt.Errorf("workflow +watch 不支持 multi-repo多仓库协同请求量较大请使用 workflow +run 手动检查,或 workflow +schedule --interval 6h/24h 做低频巡检")
}
intervalStr := ctx.Arg("interval")
@ -156,7 +176,7 @@ func Shortcuts() []*common.Shortcut {
}
ctx.AIMode = aiMode
return daemon.Watch(ctx, w, interval, ctx.Arg("step"))
return Watch(ctx, wf, interval, ctx.Arg("step"))
},
},
{
@ -170,15 +190,14 @@ func Shortcuts() []*common.Shortcut {
{Name: "repos", Usage: "Comma-separated repositories for multi-repo workflow", Default: ""},
{Name: "from", Usage: "CSV file for multi-repo workflow with owner,repo columns", Default: ""},
{Name: "release", Usage: "Target release/tag for multi-repo release coordination", Default: ""},
{Name: "wiki-repo", Usage: "Wiki target repo for publishing multi-repo report, e.g. org/dashboard", Default: ""},
},
Run: func(ctx *common.RuntimeContext) error {
name, err := ctx.RequireArg("name")
if err != nil {
return err
}
w := wf.Get(name)
if w == nil {
wf := Get(name)
if wf == nil {
return fmt.Errorf("workflow %q not found; use workflow +list to see available workflows", name)
}
intervalStr := ctx.Arg("interval")
@ -187,21 +206,13 @@ func Shortcuts() []*common.Shortcut {
return fmt.Errorf("invalid interval %q: %w", intervalStr, err)
}
if wr := ctx.Arg("wiki-repo"); wr != "" {
owner, repo := splitRepoRef(wr)
if owner != "" && repo != "" {
ctx.Args["_wiki_owner"] = owner
ctx.Args["_wiki_repo"] = repo
}
}
aiMode, modeErr := resolveAIModeFromArgs(ctx)
if modeErr != nil {
return modeErr
}
ctx.AIMode = aiMode
return daemon.Schedule(ctx, w, interval)
return Schedule(ctx, wf, interval)
},
},
{
@ -215,15 +226,14 @@ func Shortcuts() []*common.Shortcut {
{Name: "repos", Usage: "Comma-separated repositories for multi-repo workflow", Default: ""},
{Name: "from", Usage: "CSV file for multi-repo workflow with owner,repo columns", Default: ""},
{Name: "release", Usage: "Target release/tag for multi-repo release coordination", Default: ""},
{Name: "wiki-repo", Usage: "Wiki target repo for publishing multi-repo report, e.g. org/dashboard", Default: ""},
},
Run: func(ctx *common.RuntimeContext) error {
name, err := ctx.RequireArg("name")
if err != nil {
return err
}
w := wf.Get(name)
if w == nil {
wf := Get(name)
if wf == nil {
return fmt.Errorf("workflow %q not found; use workflow +list to see available workflows", name)
}
intervalStr := ctx.Arg("interval")
@ -232,20 +242,12 @@ func Shortcuts() []*common.Shortcut {
return fmt.Errorf("invalid interval %q: %w", intervalStr, err)
}
if wr := ctx.Arg("wiki-repo"); wr != "" {
owner, repo := splitRepoRef(wr)
if owner != "" && repo != "" {
ctx.Args["_wiki_owner"] = owner
ctx.Args["_wiki_repo"] = repo
}
}
aiMode, modeErr := resolveAIModeFromArgs(ctx)
if modeErr != nil {
return modeErr
}
return daemon.StartDaemon(ctx, w, interval, aiMode)
return StartDaemon(ctx, wf, interval, aiMode)
},
},
{
@ -259,7 +261,7 @@ func Shortcuts() []*common.Shortcut {
if err != nil {
return err
}
return daemon.StopDaemon(name)
return StopDaemon(name)
},
},
{
@ -273,7 +275,7 @@ func Shortcuts() []*common.Shortcut {
if err != nil {
return err
}
return daemon.StatusDaemon(name)
return StatusDaemon(name)
},
},
{
@ -288,7 +290,7 @@ func Shortcuts() []*common.Shortcut {
if err != nil {
return err
}
return daemon.TailDaemonLog(name, ctx.Arg("follow") == "true")
return tailDaemonLog(name, ctx.Arg("follow") == "true")
},
},
{
@ -305,8 +307,8 @@ func Shortcuts() []*common.Shortcut {
if err != nil {
return err
}
w := wf.Get(name)
if w == nil {
wf := Get(name)
if wf == nil {
return fmt.Errorf("workflow %q not found; use workflow +list to see available workflows", name)
}
@ -315,7 +317,7 @@ func Shortcuts() []*common.Shortcut {
return modeErr
}
return daemon.InstallSystemdUnit(ctx, w, ctx.Arg("interval"), aiMode)
return installSystemdUnit(ctx, wf, ctx.Arg("interval"), aiMode)
},
},
}
@ -336,8 +338,8 @@ func resolveAIModeFromArgs(ctx *common.RuntimeContext) (string, error) {
return "auto", nil
}
func runWorkflowCommand(ctx *common.RuntimeContext, w *wf.WorkflowDef, dryRun bool, aiMode string) error {
result, err := engine.RunWithMode(ctx, w, dryRun, aiMode)
func runWorkflowCommand(ctx *common.RuntimeContext, wf *WorkflowDef, dryRun bool, aiMode string) error {
result, err := RunWithMode(ctx, wf, dryRun, aiMode)
if err != nil {
return err
}
@ -350,7 +352,7 @@ func runWorkflowCommand(ctx *common.RuntimeContext, w *wf.WorkflowDef, dryRun bo
needsAI++
}
if v, _ := m["_ai_used"]; v == true {
ruleEngine++
ruleEngine++ // AI was used
}
}
}
@ -387,11 +389,3 @@ func runWorkflowCommand(ctx *common.RuntimeContext, w *wf.WorkflowDef, dryRun bo
return ctx.Output(output.SuccessEnvelope(result, nil))
}
func splitRepoRef(raw string) (owner, repo string) {
parts := strings.SplitN(strings.TrimSpace(raw), "/", 2)
if len(parts) == 2 {
return strings.TrimSpace(parts[0]), strings.TrimSpace(parts[1])
}
return "", ""
}

View File

@ -1,88 +1,18 @@
package workflow
import (
"encoding/json"
"net/http"
"net/http/httptest"
"os"
"path/filepath"
"testing"
)
"time"
func init() {
// Register all workflows for tests (defs init doesn't run in test context
// because importing defs would create an import cycle).
Register(&WorkflowDef{
Name: "community-ops",
Category: "运营",
Description: "社区运营自动化",
Trigger: TriggerDef{Type: "poll", On: "issue.created", Interval: "5m"},
Steps: []StepDef{
{Type: StepTypeCommand, Name: "open-issues", Purpose: "获取开放 Issue", Target: "issue +list --state open --limit 50"},
{Type: StepTypeCommand, Name: "labels", Purpose: "获取标签库", Target: "label +list"},
{Type: StepTypeCommand, Name: "members", Purpose: "获取成员列表", Target: "member +list"},
{Type: StepTypeSkill, Name: "triage", Purpose: "AI 分析并执行分拣", Target: "gitlink-triage", DependsOn: []string{"open-issues", "labels", "members"}, RunWhen: RunAlways},
{Type: StepTypeCommand, Name: "repo-info", Purpose: "获取项目基础信息", Target: "repo +info"},
{Type: StepTypeCommand, Name: "merged-prs", Purpose: "获取已合并 PR", Target: "pr +list --state merged --limit 50"},
{Type: StepTypeCommand, Name: "commits", Purpose: "获取提交历史", Target: "commit +list --limit 50"},
{Type: StepTypeSkill, Name: "health-report", Purpose: "AI 生成周报", Target: "gitlink-health", DependsOn: []string{"repo-info", "merged-prs", "commits", "open-issues"}, RunWhen: RunWeekly},
{Type: StepTypeCommand, Name: "releases", Purpose: "获取版本发布记录", Target: "release +list"},
{Type: StepTypeSkill, Name: "changelog", Purpose: "生成 Release Notes", Target: "gitlink-changelog", DependsOn: []string{"commits", "releases", "merged-prs"}, RunWhen: RunOnChange},
},
})
Register(&WorkflowDef{
Name: "code-quality",
Category: "质量",
Description: "代码质量看门人",
Trigger: TriggerDef{Type: "poll", On: "pr.opened", Interval: "5m"},
Steps: []StepDef{
{Type: StepTypeCommand, Name: "open-prs", Purpose: "获取开放 PR 列表", Target: "pr +list --state open --limit 20"},
{Type: StepTypeCommand, Name: "ci-builds", Purpose: "获取 CI 构建状态", Target: "ci +builds --limit 10"},
{Type: StepTypeCommand, Name: "repo-info", Purpose: "获取仓库保护规则配置", Target: "repo +info"},
{Type: StepTypeCommand, Name: "commits", Purpose: "获取最近提交", Target: "commit +list --limit 30"},
{Type: StepTypeCommand, Name: "branches", Purpose: "获取分支列表", Target: "branch +list"},
{Type: StepTypeSkill, Name: "review", Purpose: "AI 审查 PR 代码质量", Target: "gitlink-review", DependsOn: []string{"open-prs"}},
{Type: StepTypeSkill, Name: "ci-diagnosis", Purpose: "AI 诊断 CI 构建失败", Target: "gitlink-ci", DependsOn: []string{"ci-builds", "commits"}},
},
})
Register(&WorkflowDef{
Name: "project-init",
Category: "初始化",
Description: "项目一键初始化",
Trigger: TriggerDef{Type: "manual", On: "manual"},
Steps: []StepDef{
{Type: StepTypeSkill, Name: "init-scaffold", Purpose: "创建仓库并初始化脚手架", Target: "gitlink-init-scaffold"},
{Type: StepTypeCommand, Name: "repo-info", Purpose: "确认仓库已创建", Target: "repo +info"},
{Type: StepTypeCommand, Name: "existing-files", Purpose: "验证文件", Target: "file +list"},
{Type: StepTypeCommand, Name: "labels", Purpose: "验证标签库", Target: "label +list"},
{Type: StepTypeSkill, Name: "license-check", Purpose: "检查许可证合规", Target: "gitlink-license", DependsOn: []string{"existing-files"}},
{Type: StepTypeCommand, Name: "milestones", Purpose: "验证里程碑", Target: "milestone +list"},
{Type: StepTypeCommand, Name: "existing-issues", Purpose: "验证初始 Issue", Target: "issue +list --state all --limit 10"},
{Type: StepTypeCommand, Name: "branches", Purpose: "检查分支结构", Target: "branch +list"},
{Type: StepTypeSkill, Name: "repo-audit", Purpose: "综合审计仓库健康度", Target: "gitlink-repo", DependsOn: []string{"repo-info", "existing-files", "labels", "milestones", "branches"}},
},
})
Register(&WorkflowDef{
Name: "multi-repo",
Category: "协同",
Description: "多仓库协同",
Trigger: TriggerDef{Type: "cron", On: "0 9 * * 1", Interval: "24h"},
Steps: []StepDef{
{Type: StepTypeCommand, Name: "multi-repo-snapshot", Purpose: "采集多个仓库状态", Target: "workflow-internal:multi-repo-snapshot"},
{Type: StepTypeSkill, Name: "multi-repo-coordination", Purpose: "生成统一报告", Target: "gitlink-multi-repo", DependsOn: []string{"multi-repo-snapshot"}},
},
})
Register(&WorkflowDef{
Name: "contributor-growth",
Category: "成长",
Description: "贡献者成长体系",
Trigger: TriggerDef{Type: "cron", On: "0 9 * * 1", Interval: "24h"},
Steps: []StepDef{
{Type: StepTypeCommand, Name: "commits", Purpose: "提交历史", Target: "commit +list --limit 100"},
{Type: StepTypeCommand, Name: "open-issues", Purpose: "开放 Issue", Target: "issue +list --state open --limit 50"},
{Type: StepTypeCommand, Name: "closed-issues", Purpose: "已关闭 Issue", Target: "issue +list --state closed --limit 50"},
{Type: StepTypeCommand, Name: "merged-prs", Purpose: "已合并 PR", Target: "pr +list --state merged --limit 50"},
{Type: StepTypeCommand, Name: "members", Purpose: "项目成员列表", Target: "member +list"},
{Type: StepTypeCommand, Name: "repo-info", Purpose: "项目基础数据", Target: "repo +info"},
{Type: StepTypeSkill, Name: "contributor-ranking", Purpose: "AI 分析贡献者排行", Target: "gitlink-contributor-ranking", DependsOn: []string{"commits", "open-issues", "closed-issues", "merged-prs", "members"}},
},
})
}
"github.com/gitlink-org/gitlink-cli/internal/client"
"github.com/gitlink-org/gitlink-cli/internal/output"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
)
func TestRegistry(t *testing.T) {
if len(registry) != 5 {
@ -114,6 +44,57 @@ func TestGetNonexistent(t *testing.T) {
}
}
func TestShortcutsCount(t *testing.T) {
sc := Shortcuts()
if len(sc) != 11 {
t.Fatalf("expected 11 shortcuts (list, info, run, init, watch, schedule, start, stop, status, logs, install-systemd), got %d", len(sc))
}
names := map[string]bool{
"list": false, "info": false, "run": false, "init": false, "watch": false,
"schedule": false, "start": false, "stop": false, "status": false,
"logs": false, "install-systemd": false,
}
for _, s := range sc {
if _, ok := names[s.Name]; !ok {
t.Fatalf("unexpected shortcut: %s", s.Name)
}
names[s.Name] = true
}
for n, found := range names {
if !found {
t.Fatalf("missing shortcut: %s", n)
}
}
}
func TestProjectInitShortcut(t *testing.T) {
var initShortcut *common.Shortcut
for _, s := range Shortcuts() {
if s.Name == "init" {
initShortcut = s
break
}
}
if initShortcut == nil {
t.Fatal("missing init shortcut")
}
if initShortcut.Description == "" {
t.Fatal("init shortcut should have a description")
}
if len(initShortcut.Flags) != 3 {
t.Fatalf("init shortcut should have 3 flags (dry-run, ai, no-ai), got %d: %+v", len(initShortcut.Flags), initShortcut.Flags)
}
hasDryRun := false
for _, f := range initShortcut.Flags {
if f.Name == "dry-run" && f.Bool {
hasDryRun = true
}
}
if !hasDryRun {
t.Fatal("init shortcut should expose bool --dry-run flag")
}
}
func TestResolvePath(t *testing.T) {
cases := []struct {
template, owner, repo, expected string
@ -124,9 +105,9 @@ func TestResolvePath(t *testing.T) {
{"{v1}/issues?state=open", "x", "y", "/v1/x/y/issues?state=open"},
}
for _, tc := range cases {
got := ResolvePath(tc.template, tc.owner, tc.repo)
got := resolvePath(tc.template, tc.owner, tc.repo)
if got != tc.expected {
t.Fatalf("ResolvePath(%q, %s, %s) = %q, want %q", tc.template, tc.owner, tc.repo, got, tc.expected)
t.Fatalf("resolvePath(%q, %s, %s) = %q, want %q", tc.template, tc.owner, tc.repo, got, tc.expected)
}
}
}
@ -215,6 +196,69 @@ func TestMultiRepoWorkflowShape(t *testing.T) {
}
}
func TestParseMultiRepoRefs(t *testing.T) {
refs, err := parseMultiRepoRefs("org/backend, org/frontend,org/backend", "")
if err != nil {
t.Fatalf("parseMultiRepoRefs failed: %v", err)
}
if len(refs) != 2 {
t.Fatalf("expected 2 deduped refs, got %d: %+v", len(refs), refs)
}
if refs[0].Owner != "org" || refs[0].Repo != "backend" {
t.Fatalf("unexpected first ref: %+v", refs[0])
}
}
func TestParseRepoCSV(t *testing.T) {
dir := t.TempDir()
path := filepath.Join(dir, "repos.csv")
if err := os.WriteFile(path, []byte("owner,repo\norg,backend\norg/frontend\n"), 0600); err != nil {
t.Fatal(err)
}
refs, err := parseRepoCSV(path)
if err != nil {
t.Fatalf("parseRepoCSV failed: %v", err)
}
if len(refs) != 2 {
t.Fatalf("expected 2 refs, got %d", len(refs))
}
if refs[1].Owner != "org" || refs[1].Repo != "frontend" {
t.Fatalf("unexpected second ref: %+v", refs[1])
}
}
func TestBuildDaemonArgsSkipsOwnerRepoForExplicitMultiRepo(t *testing.T) {
wf := Get("multi-repo")
ctx := &common.RuntimeContext{
Owner: "ignored",
Repo: "ignored",
Args: map[string]string{
"repos": "org/backend,org/frontend",
"release": "v1.4.0",
},
}
args := buildDaemonArgs(ctx, wf, 24*time.Hour, "no-ai")
if stringSliceContains(args, "--owner") || stringSliceContains(args, "--repo") {
t.Fatalf("explicit multi-repo daemon args should not include owner/repo: %v", args)
}
if !stringSliceContains(args, "--repos") || !stringSliceContains(args, "org/backend,org/frontend") {
t.Fatalf("daemon args missing repos: %v", args)
}
if !stringSliceContains(args, "--release") || !stringSliceContains(args, "v1.4.0") {
t.Fatalf("daemon args missing release: %v", args)
}
}
func stringSliceContains(items []string, want string) bool {
for _, item := range items {
if item == want {
return true
}
}
return false
}
func TestParseCommandTarget(t *testing.T) {
cases := []struct {
input string
@ -226,18 +270,306 @@ func TestParseCommandTarget(t *testing.T) {
{"issue +list --state open --limit 50", []string{"issue", "+list", "--state", "open", "--limit", "50"}},
}
for _, tc := range cases {
got := ParseCommandTarget(tc.input)
got := parseCommandTarget(tc.input)
if len(got) != len(tc.expected) {
t.Fatalf("ParseCommandTarget(%q): len=%d, want len=%d (got=%v)", tc.input, len(got), len(tc.expected), got)
t.Fatalf("parseCommandTarget(%q): len=%d, want len=%d (got=%v)", tc.input, len(got), len(tc.expected), got)
}
for i := range got {
if got[i] != tc.expected[i] {
t.Fatalf("ParseCommandTarget(%q)[%d] = %q, want %q", tc.input, i, got[i], tc.expected[i])
t.Fatalf("parseCommandTarget(%q)[%d] = %q, want %q", tc.input, i, got[i], tc.expected[i])
}
}
}
}
// --- Security whitelist tests ---
func TestActionAllowed(t *testing.T) {
cases := []struct {
name string
action AIAction
allowed bool
}{
{"api GET", AIAction{Type: "api", Method: "GET"}, true},
{"api POST", AIAction{Type: "api", Method: "POST"}, true},
{"api PATCH", AIAction{Type: "api", Method: "PATCH"}, true},
{"api DELETE blocked", AIAction{Type: "api", Method: "DELETE"}, false},
{"cli issue comment", AIAction{Type: "cli", Module: "issue", Command: "+comment"}, true},
{"cli delete blocked", AIAction{Type: "cli", Module: "repo", Command: "+delete"}, false},
{"cli fork blocked", AIAction{Type: "cli", Module: "repo", Command: "+fork"}, false},
{"cli repo module blocked", AIAction{Type: "cli", Module: "org", Command: "+list"}, false},
}
for _, tc := range cases {
t.Run(tc.name, func(t *testing.T) {
if got := isActionAllowed(tc.action); got != tc.allowed {
t.Errorf("isActionAllowed(%+v) = %v, want %v", tc.action, got, tc.allowed)
}
})
}
}
// --- State tests ---
func TestStateSaveLoad(t *testing.T) {
dir := t.TempDir()
t.Setenv("GITLINK_CONFIG_DIR", dir)
s := &WorkflowState{
Workflow: "test-wf",
TotalRuns: 5,
Snapshots: map[string]string{"step1": "abc123"},
}
if err := s.Save(); err != nil {
t.Fatalf("Save failed: %v", err)
}
loaded, err := LoadState("test-wf")
if err != nil {
t.Fatalf("LoadState failed: %v", err)
}
if loaded.TotalRuns != 5 {
t.Fatalf("TotalRuns = %d, want 5", loaded.TotalRuns)
}
if loaded.Snapshots["step1"] != "abc123" {
t.Fatalf("Snapshots[step1] = %q, want abc123", loaded.Snapshots["step1"])
}
os.Remove(filepath.Join(dir, "workflow-test-wf-state.json"))
}
func TestStateDiff(t *testing.T) {
s := &WorkflowState{
Workflow: "test-diff",
Snapshots: map[string]string{"step1": "oldhash"},
}
results := []StepResult{
{Step: "step1", OK: true, Data: "changed data"},
{Step: "step2", OK: true, Data: "new step"},
{Step: "step3", OK: false, Data: "ignored"},
}
changed := s.Diff(results)
if len(changed) != 1 {
t.Fatalf("Diff: expected 1 changed step, got %d", len(changed))
}
if changed[0] != "step1" {
t.Fatalf("Diff: expected 'step1' to change, got %q", changed[0])
}
if _, ok := s.Snapshots["step2"]; !ok {
t.Fatal("step2 should be added to snapshots")
}
if _, ok := s.Snapshots["step3"]; ok {
t.Fatal("step3 (failed) should NOT be added to snapshots")
}
}
func TestLoadStateNotExist(t *testing.T) {
dir := t.TempDir()
t.Setenv("GITLINK_CONFIG_DIR", dir)
s, err := LoadState("nonexistent")
if err != nil {
t.Fatalf("LoadState should not error for missing file: %v", err)
}
if s.Workflow != "nonexistent" {
t.Fatalf("Workflow = %q, want nonexistent", s.Workflow)
}
if s.Snapshots == nil {
t.Fatal("Snapshots should be initialized as empty map")
}
}
// --- Engine integration tests ---
func TestRunWithAPISteps(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
switch {
case r.Method == "GET" && r.URL.Path == "/v1/owner/repo/issues.json":
writeJSON(t, w, output.SuccessEnvelope([]map[string]interface{}{
{"id": 1, "subject": "bug"},
{"id": 2, "subject": "feature"},
}, nil))
case r.Method == "GET" && r.URL.Path == "/v1/owner/repo/labels.json":
writeJSON(t, w, output.SuccessEnvelope([]map[string]interface{}{
{"id": 10, "name": "bug"},
{"id": 11, "name": "enhancement"},
}, nil))
default:
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}
}))
defer server.Close()
ctx := newTestContext(t, server)
wf := &WorkflowDef{
Name: "test-api",
Steps: []StepDef{
{Type: StepTypeAPI, Name: "fetch-issues", Purpose: "get issues", Method: "GET", Target: "{v1}/issues"},
{Type: StepTypeAPI, Name: "fetch-labels", Purpose: "get labels", Method: "GET", Target: "{v1}/labels"},
},
}
result, err := Run(ctx, wf, false)
if err != nil {
t.Fatalf("Run() failed: %v", err)
}
if result.Owner != "owner" || result.Repo != "repo" {
t.Fatalf("expected owner/repo = owner/repo, got %s/%s", result.Owner, result.Repo)
}
if len(result.Steps) != 2 {
t.Fatalf("expected 2 step results, got %d", len(result.Steps))
}
for _, sr := range result.Steps {
if !sr.OK {
t.Fatalf("step %q: expected ok=true, got error=%q", sr.Step, sr.Error)
}
}
}
func TestSkillStepReceivesUpstream(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.URL.Path == "/v1/owner/repo/issues.json" {
writeJSON(t, w, output.SuccessEnvelope(map[string]interface{}{
"issues": []map[string]interface{}{{"id": 1}},
}, nil))
} else if r.URL.Path == "/v1/owner/repo/labels.json" {
writeJSON(t, w, output.SuccessEnvelope(map[string]interface{}{
"labels": []map[string]interface{}{{"name": "bug"}},
}, nil))
} else {
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}
}))
defer server.Close()
ctx := newTestContext(t, server)
wf := &WorkflowDef{
Name: "test-skill-upstream",
Steps: []StepDef{
{Type: StepTypeAPI, Name: "get-issues", Purpose: "issues", Method: "GET", Target: "{v1}/issues"},
{Type: StepTypeAPI, Name: "get-labels", Purpose: "labels", Method: "GET", Target: "{v1}/labels"},
{Type: StepTypeSkill, Name: "ai-triage", Purpose: "triage", Target: "gitlink-triage"},
},
}
result, err := Run(ctx, wf, false)
if err != nil {
t.Fatalf("Run() failed: %v", err)
}
skillData, ok := result.Steps[2].Data.(map[string]interface{})
if !ok {
t.Fatal("skill step data is not a map")
}
upstream, ok := skillData["_upstream"].(map[string]interface{})
if !ok {
t.Fatal("skill step missing _upstream map")
}
if _, hasIssues := upstream["get-issues"]; !hasIssues {
t.Fatal("_upstream missing get-issues key")
}
if _, hasLabels := upstream["get-labels"]; !hasLabels {
t.Fatal("_upstream missing get-labels key")
}
if skillData["_skill"] != "gitlink-triage" {
t.Fatalf("_skill = %q, want %q", skillData["_skill"], "gitlink-triage")
}
}
// TestSkillStepWithDependsOn verifies that when DependsOn is set,
// only those specific upstream steps are collected.
func TestSkillStepWithDependsOn(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
writeJSON(t, w, output.SuccessEnvelope(map[string]interface{}{"ok": true}, nil))
}))
defer server.Close()
ctx := newTestContext(t, server)
wf := &WorkflowDef{
Name: "test-depends-on",
Steps: []StepDef{
{Type: StepTypeAPI, Name: "open-issues", Purpose: "issues", Method: "GET", Target: "{v1}/issues"},
{Type: StepTypeAPI, Name: "labels", Purpose: "labels", Method: "GET", Target: "{v1}/labels"},
{Type: StepTypeAPI, Name: "members", Purpose: "members", Method: "GET", Target: "{v1}/members"},
{Type: StepTypeSkill, Name: "triage", Purpose: "triage", Target: "gitlink-triage",
DependsOn: []string{"open-issues", "labels"}},
},
}
result, err := Run(ctx, wf, false)
if err != nil {
t.Fatalf("Run() failed: %v", err)
}
skillData, ok := result.Steps[3].Data.(map[string]interface{})
if !ok {
t.Fatal("skill step data is not a map")
}
upstream, ok := skillData["_upstream"].(map[string]interface{})
if !ok {
t.Fatal("skill step missing _upstream map")
}
if _, hasIssues := upstream["open-issues"]; !hasIssues {
t.Fatal("_upstream missing open-issues key")
}
if _, hasLabels := upstream["labels"]; !hasLabels {
t.Fatal("_upstream missing labels key")
}
if _, hasMembers := upstream["members"]; hasMembers {
t.Fatal("_upstream should NOT contain members (not in DependsOn)")
}
}
func TestRunStepFailure(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
w.WriteHeader(500)
writeJSON(t, w, map[string]interface{}{
"ok": false, "error": "internal server error",
})
}))
defer server.Close()
ctx := newTestContext(t, server)
wf := &WorkflowDef{
Name: "test-fail",
Steps: []StepDef{
{Type: StepTypeAPI, Name: "bad-step", Purpose: "will fail", Method: "GET", Target: "{v1}/bad"},
},
}
result, err := Run(ctx, wf, false)
if err != nil {
t.Fatalf("Run() returned error: %v (steps should fail gracefully)", err)
}
if result.Steps[0].OK {
t.Fatal("expected step to fail, but it passed")
}
}
func TestRunUnknownStepType(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
t.Fatalf("no request expected")
}))
defer server.Close()
ctx := newTestContext(t, server)
wf := &WorkflowDef{
Name: "test-unknown",
Steps: []StepDef{
{Type: StepType("invalid"), Name: "bad", Purpose: "unknown", Target: "x"},
},
}
result, err := Run(ctx, wf, false)
if err != nil {
t.Fatalf("Run() returned error: %v", err)
}
if result.Steps[0].OK {
t.Fatal("unknown step type should fail")
}
}
func TestCodeQualityHasReviewStep(t *testing.T) {
wf := Get("code-quality")
if wf == nil {
@ -257,3 +589,57 @@ func TestCodeQualityHasReviewStep(t *testing.T) {
t.Fatal("code-quality missing gitlink-review skill step")
}
}
func TestSkillStepDryRun(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
writeJSON(t, w, output.SuccessEnvelope(map[string]interface{}{"ok": true}, nil))
}))
defer server.Close()
ctx := newTestContext(t, server)
wf := &WorkflowDef{
Name: "test-dry-run",
Steps: []StepDef{
{Type: StepTypeAPI, Name: "get-data", Purpose: "data", Method: "GET", Target: "{v1}/issues"},
{Type: StepTypeSkill, Name: "ai-step", Purpose: "AI analysis", Target: "gitlink-triage",
DependsOn: []string{"get-data"}},
},
}
result, err := Run(ctx, wf, true)
if err != nil {
t.Fatalf("Run() dry-run failed: %v", err)
}
skillData, ok := result.Steps[1].Data.(map[string]interface{})
if !ok {
t.Fatal("skill step data is not a map")
}
if v, _ := skillData["_dry_run"]; v != true {
t.Fatal("dry-run skill step should have _dry_run=true")
}
}
// --- helpers ---
func newTestContext(t *testing.T, server *httptest.Server) *common.RuntimeContext {
t.Helper()
return &common.RuntimeContext{
Client: &client.Client{
HTTP: server.Client(),
BaseURL: server.URL,
},
Owner: "owner",
Repo: "repo",
Format: "json",
Args: map[string]string{},
}
}
func writeJSON(t *testing.T, w http.ResponseWriter, payload interface{}) {
t.Helper()
w.Header().Set("Content-Type", "application/json")
if err := json.NewEncoder(w).Encode(payload); err != nil {
t.Fatalf("failed to write response: %v", err)
}
}

View File

@ -1,4 +1,3 @@
# syntax=docker/dockerfile:1
# Stage 1: Build
FROM golang:1.26-alpine AS builder
@ -10,12 +9,11 @@ RUN go mod download
COPY . .
# 合并为一个 RUNshowcase-server 复用 gitlink-cli 已编译的依赖(同一 RUN 层内 Go 编译缓存共享)。
# --mount=type=cacheBuildKit 跨构建保留 Go 编译缓存(/root/.cache/go-build
# 之后只重编改动的包,不再全量重编(需 docker build 时 DOCKER_BUILDKIT=1
RUN --mount=type=cache,target=/root/.cache/go-build \
CGO_ENABLED=0 GOOS=linux go build -buildvcs=false -o gitlink-cli . && \
CGO_ENABLED=0 GOOS=linux go build -buildvcs=false -o showcase-server ./showcase/
# Build gitlink-cli binary
RUN CGO_ENABLED=0 GOOS=linux go build -buildvcs=false -o gitlink-cli .
# Build showcase server binary
RUN CGO_ENABLED=0 GOOS=linux go build -buildvcs=false -o showcase-server ./showcase/
# Stage 2: Runtime
FROM alpine:latest

View File

@ -247,12 +247,12 @@
</nav>
<div class="stats-bar">
<div class="stat-item"><div class="num">19</div><div class="label">CLI 模块</div></div>
<div class="stat-item"><div class="num green">110</div><div class="label">新增命令</div></div>
<div class="stat-item"><div class="num">11</div><div class="label">CLI 模块</div></div>
<div class="stat-item"><div class="num green">47+</div><div class="label">新增命令</div></div>
<div class="stat-item"><div class="num green">17</div><div class="label">AI Skills</div></div>
<div class="stat-item"><div class="num purple">5</div><div class="label">自动化工作流</div></div>
<div class="stat-item"><div class="num purple">11</div><div class="label">工作流命令</div></div>
<div class="stat-item"><div class="num orange">187</div><div class="label">单元测试</div></div>
<div class="stat-item"><div class="num orange">47+</div><div class="label">单元测试</div></div>
<div class="stat-item" style="cursor:pointer" onclick="toggleFormat()" title="点击切换输出格式">
<div class="num" id="format-label" style="font-size:1.2em;transition:color 0.3s;">JSON</div>
<div class="label">输出格式 ▾</div>
@ -296,105 +296,13 @@
<div class="section-header">
<span class="badge p4">子任务四</span>
<h2>应用 GitLink 辅助科研</h2>
<p class="subtitle">科研辅助双联装 · fair 给科研软件照 X 光 · spark 跨三源挖论文-代码缺口 · 含可运行 Python 脚本</p>
<p class="subtitle">利用 GitLink 平台能力支撑科研项目管理和学术协作</p>
</div>
<div class="container">
<div class="stat-row" style="display:flex;gap:20px;flex-wrap:wrap;margin-bottom:22px;justify-content:center;">
<div class="stat-item"><div class="num orange">2</div><div class="label">科研辅助 Skill</div></div>
<div class="stat-item"><div class="num green">2</div><div class="label">可运行 Python 脚本</div></div>
<div class="stat-item"><div class="num">4</div><div class="label">裁决/缺口维度</div></div>
<div class="stat-item"><div class="num">3</div><div class="label">数据源融合</div></div>
<div class="stat-item"><div class="num purple">FAIR4RS</div><div class="label">学术对标</div></div>
</div>
<div class="skill-grid" style="grid-template-columns:repeat(auto-fit,minmax(420px,1fr));">
<div class="skill-card aux">
<div class="skill-top">
<span class="skill-name">🔬 gitlink-research-fair</span>
<span class="skill-ver">X 光 v2.1</span>
</div>
<div class="skill-desc"><b>科研软件 X 光</b> —— 单仓深挖科研产物。<code>fair.py</code> 真抽取 → LLM 四维裁决 + 真科研图谱 + 本 repo 特有关键发现,可选处方 PR。</div>
<div class="skill-meta">
<span>📄 论文溯源</span><span>📦 数据链</span><span>🔁 复现就绪</span><span>📚 引用就绪</span>
</div>
<div style="margin-top:12px;font-size:0.78em;">
<div style="color:#999;margin-bottom:4px;">⚙️ 管道</div>
<div style="display:flex;flex-wrap:wrap;gap:4px;align-items:center;">
<span style="background:#fff3e0;padding:2px 8px;border-radius:10px;">fair.py 抽取</span><span style="color:#bbb;"></span>
<span style="background:#fff3e0;padding:2px 8px;border-radius:10px;">四维裁决</span><span style="color:#bbb;"></span>
<span style="background:#fff3e0;padding:2px 8px;border-radius:10px;">真科研图谱</span><span style="color:#bbb;"></span>
<span style="background:#fff3e0;padding:2px 8px;border-radius:10px;">报告 + 处方 PR</span>
</div>
</div>
<div style="margin-top:10px;font-size:0.78em;color:#666;line-height:1.6;">
<div style="color:#999;margin-bottom:2px;">🎯 fair.py 真抽取(确定性,非 LLM 看一眼)</div>
论文 arxiv/DOI/venue/作者 · 数据集(已知名+下载脚本) · 复现四件套(依赖锁/入口/环境/期望结果) · 引用(CITATION.cff/codemeta/bibtex) · 方法+框架(torch/tf/jax)
</div>
<div style="margin-top:10px;font-size:0.8em;color:#888;border-top:1px dashed #eee;padding-top:8px;">
实证liyiying10/<b>Feature_Critic</b> (ICML 2019) → arxiv:<b>1901.11448</b> 真抽出PyTorch 识别,四维 ✅⚠️⚠️⚠️
</div>
<details style="margin-top:8px;font-size:0.8em;">
<summary style="cursor:pointer;color:#fa8c16;font-weight:600;">📊 查看 Feature_Critic 真实 X 光输出</summary>
<div style="margin-top:8px;padding:10px;background:#fafbfc;border-radius:6px;border-left:3px solid #fa8c16;">
<div style="font-weight:600;margin-bottom:6px;">四维裁决:论文溯源 ✅ 数据链 ⚠️ 复现就绪 ⚠️ 引用就绪 ❌</div>
<div style="font-size:0.9em;color:#666;margin-bottom:4px;">🧬 真科研图谱(状态色):</div>
<div style="font-family:monospace;font-size:0.82em;background:#1e1e1e;color:#d4d4d4;padding:8px 10px;border-radius:4px;line-height:1.7;white-space:pre-wrap;">ICML2019 (arxiv:1901.11448) ✅
└─ proposes → Feature-Critic 方法
└─ implements → main_Feature_Critic.py ✅
├─ uses → PACS / Visual Decathlon ⚠️
└─ depends → PyTorch ⚠️
└─ cited-via → 无 CITATION.cff ❌</div>
<div style="margin-top:6px;color:#555;">💡 关键发现:论文已溯源,但<b>无 CITATION.cff → 机器不可引用</b>;无 requirements.txt → 依赖未锁,复现风险。</div>
</div>
</details>
</div>
<div class="skill-card aux">
<div class="skill-top">
<span class="skill-name">⚡ gitlink-spark</span>
<span class="skill-ver">缺口挖掘</span>
</div>
<div class="skill-desc"><b>文献-代码语义缺口挖掘机</b> —— 跨源发现研究空白。<code>spark.py</code> 三源融合 → 两类缺口 + 机会报告 + 一键 fork+issue 起跑。</div>
<div class="skill-meta">
<span>🌐 arXiv</span><span>🔗 GitLink</span><span>🌍 GitHub 对照</span><span>🚀 起跑闭环</span>
</div>
<div style="margin-top:12px;font-size:0.78em;">
<div style="color:#999;margin-bottom:4px;">⚙️ 三源融合</div>
<div style="display:flex;flex-wrap:wrap;gap:4px;align-items:center;">
<span style="background:#e6f7ff;padding:2px 8px;border-radius:10px;">🌐 arXiv 学术</span><span style="color:#bbb;">×</span>
<span style="background:#f6ffed;padding:2px 8px;border-radius:10px;">🔗 GitLink 中文生态</span><span style="color:#bbb;">×</span>
<span style="background:#fff3e0;padding:2px 8px;border-radius:10px;">🌍 GitHub 全球</span><span style="color:#bbb;"></span>
<span style="background:#fff1f0;padding:2px 8px;border-radius:10px;color:#cf1322;font-weight:600;">缺口</span>
</div>
</div>
<div style="margin-top:10px;font-size:0.78em;color:#666;line-height:1.7;">
<div style="color:#999;margin-bottom:2px;">🎯 两类缺口 + GitHub 诚实阈值</div>
① 有理论无实现paper→code · ② 有需求无解答issue→applied<br>
GitHub total_count<b style="color:#cf1322;">&lt;10</b> 稀缺→报 <b>1050</b> 新兴→报 <b style="color:#3a3;">≥50</b> 成熟→<b>主动排除</b>(不误报机会)
</div>
<div style="margin-top:10px;font-size:0.8em;color:#888;border-top:1px dashed #eee;padding-top:8px;">
诚实GitHub ≥50 主动排除GNN 实测 SA-HGNN 缺口 → 起跑 <b>caoweiqiong/GraphGallery#1</b>
</div>
<details style="margin-top:8px;font-size:0.8em;">
<summary style="cursor:pointer;color:#fa8c16;font-weight:600;">📊 查看 GNN 真实机会报告</summary>
<div style="margin-top:8px;padding:10px;background:#fafbfc;border-radius:6px;border-left:3px solid #fa8c16;">
<div style="font-weight:600;margin-bottom:6px;">⚡ 图神经网络 · 机会报告spark.py 真实输出)</div>
<div style="font-size:0.88em;color:#666;margin-bottom:4px;">🧩 缺口 · 有理论无实现 [全球稀缺·高价值]</div>
<div style="font-size:0.84em;color:#555;padding:6px 10px;border-left:2px solid #cf1322;background:#fff1f0;margin-bottom:8px;line-height:1.7;">
论文 [arxiv:2607.05095] <b>FAST: Temporal GNN 训练优化</b><br>
GitLink0 命中 GitHubtotal_count = <b>1</b> → 全球稀缺<br>
<span style="color:#cf1322;">→ 复现并开源到 GitLink易成本平台首个实现</span>
</div>
<div style="font-size:0.88em;color:#666;margin-bottom:4px;">✅ 已诚实排除(非空白)</div>
<div style="font-size:0.84em;color:#888;padding:6px 10px;border-left:2px solid #3a3;background:#f6ffed;line-height:1.7;">
<b>GNN Explainability 评测</b>GitHub = <b>56</b>,全球已成熟)→ 阈值 ≥50不报为缺口
</div>
</div>
</details>
</div>
</div>
<div style="margin-top:18px;padding:14px 18px;background:#fafbfc;border-radius:10px;font-size:0.85em;color:#555;border-left:4px solid #fa8c16;line-height:1.6;">
<b style="color:#fa8c16;">🎓 学术依据</b> · 对标 <b>FAIR4RS</b>Barker et al. 2022, <i>Nature Scientific Data</i>+ howfairis差异化于 Software Heritage / Papers With Code / OpenAlex。<br>
<b style="color:#fa8c16;">📉 痛点铁证</b> · 2024 ICLR/ICML/NeurIPS 顶会论文仅 <b>19.5%</b> 提供官方代码(可复现性危机)。<br>
<b style="color:#fa8c16;">⚙️ 可执行</b> · 两 skill 均含可独立运行的 stdlib Python 脚本fair.py / spark.py非纯文档已注册 Claude Code拉仓库即用。
<div class="placeholder-card">
<div class="ph-icon">🔬</div>
<h3>即将上线</h3>
<p>科研项目管理、学术协作工具集成等功能正在规划中,敬请期待。</p>
</div>
</div>
</div>
@ -620,19 +528,13 @@ const WORKFLOWS = [
features: ["params", "execute"],
desc:"输入仓库名 → 检查现状 → 补齐缺失README/LICENSE/标签/里程碑/Issue",
params: [
{k:"owner", l:"仓库主人", t:"text", v:"yetja"},
{k:"desc", l:"项目描述", t:"textarea", v:"一个基于 Go 的 GitLink CLI 工具提供命令行方式管理仓库、Issue、PR 等"},
],
steps:["获取仓库基本信息","检查文件结构","获取已有标签和里程碑","检查分支保护状态","[AI] 对比初始化清单,识别缺失项","[AI] 生成建议的初始化内容","[AI] 自动创建缺失的标签/里程碑/Issue","[AI] 生成项目初始化报告"] },
{ name:"multi-repo", category:"协同", triggerType:"cron", triggerOn:"0 9 * * 1",
features: ["params", "schedule", "execute"],
desc:"跨多个仓库的统一 Issue 追踪、PR 状态看板、Release 协调发布",
params: [
{k:"repos", l:"仓库列表 (owner/repo,逗号分隔)", t:"text", v:"chroe/gitlink-cli,chroe/gitlink_help_center"},
{k:"release", l:"目标发布版本", t:"text", v:"v1.4.0"},
{k:"wiki-repo", l:"报告发布 Wiki 仓库", t:"text", v:"chroe/gitlink-cli"},
],
steps:["采集多个仓库的 Issue/PR/Release/Milestone","[AI] 生成统一 Issue 追踪、PR 看板、Release 协调报告"] },
features: ["execute"],
desc:"跨多个仓库的统一 Issue 追踪、PR 状态看板、Release 协调",
steps:["获取目标仓库列表","获取每个仓库的开放 Issue","获取每个仓库的开放 PR","获取每个仓库的最新 Release","获取每个仓库的里程碑进度","[AI] 生成跨仓库状态看板"] },
{ name:"contributor-growth", category:"成长", triggerType:"cron", triggerOn:"0 9 * * 1",
features: ["schedule", "execute"],
desc:"追踪贡献者活动 → 排行 → 识别新星与流失风险",
@ -991,21 +893,13 @@ async function runWfExecute(wfName, uid) {
if (mode === 'no-ai') url += '%20--no-ai=true';
else if (mode === 'ai') url += '%20--ai=true';
// Append extra params for project-init / multi-repo
// Append extra params for project-init
var wf = WORKFLOWS.find(function(w) { return w.name === wfName; });
if (wf && wf.params) {
wf.params.forEach(function(p) {
var el = document.getElementById('p-' + uid + '-' + p.k);
if (el && el.value.trim()) {
var v = el.value.trim();
if (p.k === 'owner') {
url += '&owner=' + encodeURIComponent(v);
} else if (wfName === 'multi-repo') {
// Multi-repo params go as CLI args in the args string
url += '%20--' + p.k + '%20' + encodeURIComponent(v);
} else {
url += '&' + p.k + '=' + encodeURIComponent(v);
}
url += '%20--' + p.k + '%20' + encodeURIComponent(el.value.trim());
}
});
}
@ -1085,17 +979,6 @@ async function runWfSchedule(wfName, uid) {
if (mode === 'no-ai') url += '%20--no-ai=true';
else if (mode === 'ai') url += '%20--ai=true';
// Append multi-repo params
var wf = WORKFLOWS.find(function(w) { return w.name === wfName; });
if (wf && wf.params && wfName === 'multi-repo') {
wf.params.forEach(function(p) {
var el = document.getElementById('p-' + uid + '-' + p.k);
if (el && el.value.trim()) {
url += '%20--' + p.k + '%20' + encodeURIComponent(el.value.trim());
}
});
}
try {
var resp = await fetch(url);
var data = await resp.json();
@ -1174,10 +1057,6 @@ function stepSummary(step) {
if (skill === 'gitlink-init-scaffold') return a.summary ? (a.summary + '').substring(0, 30) : null;
if (skill === 'gitlink-repo') return a.summary ? (a.summary + '').substring(0, 30) : null;
if (skill === 'gitlink-auto-merge') return a.summary ? (a.summary + '').substring(0, 30) : null;
if (skill === 'gitlink-multi-repo') {
var s = a.summary || {};
return (s.repos || 0) + ' 仓库 · ' + (s.open_issues || 0) + ' Issue · ' + (s.open_prs || 0) + ' PR';
}
return null;
}
// command step: count items from data
@ -1212,7 +1091,6 @@ function stepDetail(step) {
if (skill === 'gitlink-triage') return renderTriageDetail(a, d);
if (skill === 'gitlink-health') return renderHealthDetail(a);
if (skill === 'gitlink-changelog') return renderChangelogDetail(a);
if (skill === 'gitlink-multi-repo') return renderMultiRepoDetail(a, d);
// generic fallback for other skills
return '<pre style="font-size:0.8em;color:#888;max-height:200px;overflow:auto;margin:0;">' + escapeHtml(JSON.stringify(a, null, 2)) + '</pre>';
}
@ -1293,132 +1171,6 @@ function renderChangelogDetail(a) {
return html;
}
function renderMultiRepoDetail(a, d) {
var html = '';
// Summary card
var s = a.summary || {};
html += '<div class="wf-health-card" style="flex-wrap:wrap;">' +
'<div class="wf-health-total" style="width:auto;padding:0 20px;border-radius:12px;">' +
'<span class="score" style="font-size:1.1em;">' + (s.repos || 0) + '</span>' +
'<span class="grade">个仓库</span>' +
'</div>';
var metrics = [
{k:'open_issues',l:'开放Issue',color:'#fa8c16'},
{k:'blocker_issues',l:'阻塞',color:'#ff4d4f'},
{k:'stale_issues_7d',l:'超7天Issue',color:'#faad14'},
{k:'open_prs',l:'开放PR',color:'#1890ff'},
{k:'conflict_prs',l:'冲突PR',color:'#ff4d4f'},
{k:'stale_prs_3d',l:'超3天PR',color:'#faad14'},
];
metrics.forEach(function(m) {
html += '<div class="wf-health-dim" style="border-left:3px solid ' + m.color + '">' +
'<div class="dim-name">' + m.l + '</div>' +
'<div class="dim-score">' + (s[m.k] || 0) + '</div>' +
'</div>';
});
if (s.target_release) {
html += '<div class="wf-health-dim" style="border-left:3px solid #52c41a">' +
'<div class="dim-name">目标版本</div>' +
'<div class="dim-score" style="font-size:0.9em;">' + escapeHtml(s.target_release) + '</div>' +
'</div>';
}
html += '</div>';
// Issue tracking table
var it = a.issue_tracking || {};
var issueRows = it.by_repo || [];
if (issueRows.length > 0) {
html += '<div style="margin-top:12px;"><strong style="font-size:0.85em;color:#555;">Issue 追踪</strong>' +
'<div style="overflow-x:auto;"><table class="wf-triage-table"><thead><tr>' +
'<th>仓库</th><th>开放</th><th>阻塞</th><th>超7天</th><th>高优先级</th>' +
'</tr></thead><tbody>';
issueRows.forEach(function(r) {
html += '<tr>' +
'<td>' + escapeHtml(r.repo || '') + '</td>' +
'<td>' + (r.open || 0) + '</td>' +
'<td style="color:' + (r.blockers > 0 ? '#ff4d4f' : '#999') + '">' + (r.blockers || 0) + '</td>' +
'<td style="color:' + (r.stale_7d > 0 ? '#faad14' : '#999') + '">' + (r.stale_7d || 0) + '</td>' +
'<td>' + (r.high_priority || 0) + '</td>' +
'</tr>';
});
html += '</tbody></table></div></div>';
}
// PR board
var pr = a.pr_board || {};
var prRows = pr.by_repo || [];
if (prRows.length > 0) {
html += '<div style="margin-top:12px;"><strong style="font-size:0.85em;color:#555;">PR 看板</strong>' +
'<div style="overflow-x:auto;"><table class="wf-triage-table"><thead><tr>' +
'<th>仓库</th><th>开放</th><th>超3天</th><th>冲突</th><th>待审查</th>' +
'</tr></thead><tbody>';
prRows.forEach(function(r) {
html += '<tr>' +
'<td>' + escapeHtml(r.repo || '') + '</td>' +
'<td>' + (r.open || 0) + '</td>' +
'<td style="color:' + (r.stale_3d > 0 ? '#faad14' : '#999') + '">' + (r.stale_3d || 0) + '</td>' +
'<td style="color:' + (r.conflicts > 0 ? '#ff4d4f' : '#999') + '">' + (r.conflicts || 0) + '</td>' +
'<td>' + (r.needs_review || 0) + '</td>' +
'</tr>';
});
html += '</tbody></table></div></div>';
}
// Release coordination
var rc = a.release_coordination || {};
if (rc.target) {
var ready = rc.ready_to_release === true;
var rcRows = rc.by_repo || [];
html += '<div style="margin-top:12px;"><strong style="font-size:0.85em;color:#555;">Release 协调</strong> ' +
'<span style="font-size:0.8em;padding:2px 8px;border-radius:10px;' + (ready ? 'background:#f6ffed;color:#52c41a;' : 'background:#fff2f0;color:#ff4d4f;') + '">' +
(ready ? '可发布' : '存在阻塞') + '</span>';
if (rcRows.length > 0) {
html += '<div style="overflow-x:auto;"><table class="wf-triage-table"><thead><tr>' +
'<th>仓库</th><th>已发布</th><th>阻塞Issue</th><th>冲突/陈旧PR</th>' +
'</tr></thead><tbody>';
rcRows.forEach(function(r) {
var released = r.already_released === true;
html += '<tr>' +
'<td>' + escapeHtml(r.repo || '') + '</td>' +
'<td style="color:' + (released ? '#52c41a' : '#999') + '">' + (released ? '是' : '否') + '</td>' +
'<td style="color:' + (r.blocker_issues > 0 ? '#ff4d4f' : '#999') + '">' + (r.blocker_issues || 0) + '</td>' +
'<td style="color:' + (r.stale_or_conflict_pr > 0 ? '#ff4d4f' : '#999') + '">' + (r.stale_or_conflict_pr || 0) + '</td>' +
'</tr>';
});
html += '</tbody></table></div>';
}
// Blockers list
var blockers = rc.blockers || [];
if (blockers.length > 0) {
html += '<div style="margin-top:6px;font-size:0.8em;">';
blockers.forEach(function(b) {
html += '<div style="color:#ff4d4f;">⚠ ' + escapeHtml(b.reason || '') + '</div>';
});
html += '</div>';
}
html += '</div>';
}
// Recommendations
var recs = a.recommendations || [];
if (recs.length > 0) {
html += '<div style="margin-top:12px;"><strong style="font-size:0.85em;color:#555;">行动建议</strong>' +
'<ul style="font-size:0.8em;color:#888;padding-left:16px;margin:4px 0;">';
recs.forEach(function(r) {
html += '<li>' + escapeHtml(r) + '</li>';
});
html += '</ul></div>';
}
// Actions feedback
var executed = d.executed || 0;
if (executed > 0) {
html += '<div class="wf-step-actions"><span class="act-ok">✓ 已执行 ' + executed + ' 个操作Wiki 发布)</span></div>';
}
return html;
}
function formatOutput(data) {
if (!data.ok && data.error) return data.error;
if (data.output === null || data.output === undefined) return '(操作完成,无返回数据)';

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@ -32,7 +32,6 @@ func main() {
http.HandleFunc("/", func(w http.ResponseWriter, r *http.Request) {
w.Header().Set("Content-Type", "text/html; charset=utf-8")
w.Header().Set("Cache-Control", "no-cache, no-store, must-revalidate")
w.Write(indexHTML)
})
@ -45,7 +44,6 @@ func main() {
repo := r.URL.Query().Get("repo")
format := r.URL.Query().Get("format")
extraArgs := r.URL.Query().Get("args")
descParam := r.URL.Query().Get("desc")
if module == "" || command == "" {
json.NewEncoder(w).Encode(RunResult{Error: "missing module or command"})
@ -61,38 +59,14 @@ func main() {
repo = "gitlink-cli"
}
}
args := []string{module, "+" + command, "--owner", owner, "--format", format}
if !strings.Contains(extraArgs, "project-init") && !strings.Contains(extraArgs, "multi-repo") {
args = append(args, "--repo", repo)
if format == "" {
format = "json"
}
args := []string{module, "+" + command, "--owner", owner, "--repo", repo, "--format", format}
if extraArgs != "" {
args = append(args, parseShellArgs(extraArgs)...)
}
// If desc is passed as a dedicated query parameter, ensure it is
// passed intact (bypasses the space-splitting in parseShellArgs).
if descParam != "" {
// Remove any --desc from parseShellArgs output (old JS path).
filtered := make([]string, 0, len(args))
skipNext := false
for i, a := range args {
if skipNext {
skipNext = false
continue
}
if a == "--desc" || a == "--description" {
skipNext = true
continue
}
if strings.HasPrefix(a, "--desc=") || strings.HasPrefix(a, "--description=") {
continue
}
_ = i
filtered = append(filtered, a)
}
args = filtered
args = append(args, "--desc", descParam)
}
cmdStr := "gitlink-cli " + strings.Join(args, " ")
log.Printf("Running: %s", cmdStr)
@ -133,6 +107,8 @@ func main() {
log.Fatal(http.ListenAndServe(":"+port, nil))
}
// parseShellArgs splits a shell-style argument string, respecting quoted values.
// e.g. `--content "Hello Wiki!" --message "create page"` -> ["--content", "Hello Wiki!", "--message", "create page"]
func parseShellArgs(s string) []string {
var args []string
var current strings.Builder

Binary file not shown.

View File

@ -162,8 +162,7 @@ skills/
| **gitlink-changelog** | Release Notes 自动生成 | 从 commit/PR/Issue 历史自动生成版本说明 |
| **gitlink-triage** | Issue 智能分拣 + 新人引导 | 自动分类、打标签、分配责任人、good-first-issue 引导 |
| **gitlink-review** | 智能代码审查 | 分析 PR diff多视角评审 + 对抗式自检,结构化 Review 意见自动评论 |
| **gitlink-research-fair** | 科研软件 X 光 | fair.py 抽论文/数据/复现/引用画像,四维裁决 + 真科研图谱 + 特有关键发现报告,可选处方 PR |
| **gitlink-spark** | 文献-代码语义缺口挖掘机 | arXiv×GitLink×GitHub 三源挖"理论无实现/需求无解答"缺口,出机会报告,一键 fork+issue 起跑 |
| **gitlink-research-fair** | 科研软件 FAIR 体检 | 5 轴 FAIR/可复现评分、体检报告卡、自动开 PR 修复缺口、SWH/commit 可复现证书 |
---

View File

@ -0,0 +1,54 @@
# gitlink-init-scaffold项目脚手架初始化
根据用户提供的项目描述,自动创建仓库并初始化标准项目脚手架。
## 输入参数
从上游数据中读取:
- `_owner` — 仓库所有者(必填)
- `_desc` — 项目描述,用于生成仓库名和 README
- `_repo` — 显式指定仓库名(可选,不提供则从描述自动生成)
## 操作
执行以下初始化步骤:
1. **创建仓库** — CLI `repo +create --name <name> --description <desc>`
2. **README.md** — 根据描述生成项目 READMEPOST `{base}/create_file`
3. **LICENSE** — 添加 MIT 许可证
4. **.gitignore** — 添加 Go 项目标准 .gitignore
5. **默认标签** — 创建 bug/enhancement/documentation 等 7 个标签
6. **里程碑** — 创建 v0.1.0 里程碑3 个月后到期)
7. **初始 Issue** — 创建「项目初始化」「代码框架搭建」「首个版本发布」3 个 Issue
## 仓库名自动生成规则
- 英文描述:取前 2-3 个有效英文单词,小写连字符拼接
- 中文描述:取前 5 个汉字
- 默认:`new-project`
## 输出格式
```json
{
"analysis": {
"repo": "owner/repo-name",
"description": "项目描述",
"files_created": 3,
"labels_created": 7,
"milestones_created": 1,
"issues_created": 3,
"summary": "仓库 owner/repo-name 创建完成3 个文件7 个标签1 个里程碑3 个 Issue"
},
"actions": [
{"type": "cli", "module": "repo", "command": "+create", "args": {"name": "repo-name", "description": "项目描述"}},
{"type": "api", "method": "POST", "path": "{base}/create_file", "body": {"filepath": "README.md", "content": "<base64>", "message": "docs: add README.md", "branch": "master"}},
{"type": "api", "method": "POST", "path": "{base}/create_file", "body": {"filepath": "LICENSE", "content": "<base64>", "message": "docs: add MIT LICENSE", "branch": "master"}},
{"type": "api", "method": "POST", "path": "{base}/create_file", "body": {"filepath": ".gitignore", "content": "<base64>", "message": "chore: add .gitignore", "branch": "master"}},
{"type": "api", "method": "POST", "path": "{v1}/issue_tags", "body": {"name": "bug", "color": "#d73a4a"}},
{"type": "api", "method": "POST", "path": "{v1}/milestones", "body": {"name": "v0.1.0", "description": "首个版本发布", "effective_date": "2026-10-04"}},
{"type": "api", "method": "POST", "path": "{v1}/issues", "body": {"subject": "项目初始化", "description": "...", "status_id": 1, "priority_id": 2, "done_ratio": 0}}
]
}
```

View File

@ -1,81 +1,105 @@
# gitlink-research-fair v2 参考文档(科研软件 X 光)
# gitlink-research-fair 参考文档
> SKILL.md 的深度参考:四维裁决细则、真 KG schema、fair.py 抽取规则、数据源实测、学术锚
> 本文件为 SKILL.md 的深度参考。评分细则、KG schema、OpenAlex/SWH 技术细节、学术引用库与诚实边界均在此
## 一、四维裁决细则
## 一、FAIR4RS 逐条映射
每维 `✅/⚠️/❌`**必须引用 fair.py 画像字段作证据**。
| 原则 | 含义 | 本 Skill 检查项 | GitLink 证据 | 兜底(无字段时) |
|------|------|----------------|--------------|------------------|
| F1 | 全局唯一持久标识 | A4 持久标识 | repo identifier/URL + commit SHA | commit-SHA 锚定 |
| F1.2 | 版本级唯一标识 | A3 有版本发布 | `release +list` | ✗(无 release tag |
| F2 | 富元数据 | F1 描述/F2 topics/F3 codemeta | `repo +info` desc/topics`file +get` codemeta.json | README 抽取(标注推断) |
| R1.1 | 清晰可访问许可证 | A2/I2 | `repo +info` license_idLICENSE 文件 | gitlink-license 识别 |
| R1.2 | 详细溯源 | R1 | CITATION.cff/README 引用 | LLM 从 README 推断(标注) |
| R2 | 对其他软件的限定引用 | R3 | 源码 SPDX/依赖清单 | gitlink-license 维度4 |
### 论文溯源F2/R1.2
- ✅ `paper.arxiv_id``paper.doi` 非空 + `paper.title`/`venue` 抽到
- ⚠️ 仅 `paper.title` 抽到("Code for..." 句式),无 arxiv/DOI
- ❌ `paper.in_readme` = False
## 二、评分算法
### 数据链FAIR 数据维度)
- ✅ `datasets` 非空 + 至少一个有 `download_script` + 数据 license 可考
- ⚠️ `datasets` 非空(命名)但无 download_script 或无 license
- ❌ `datasets` 为空
- 每项状态:`✓`(1) / `⚠`(0.5) / `✗`(0) / `⊥`(跳过,不计入分母)
- 轴分 = Σ状态值 / (轴内项数 ⊥项数) × 100
- 总评 = 各轴分均值(全 ⊥ 轴记 N/A 排除)
- 等级A🟢≥80 / B🟡60-79 / C🔴<60
- `confidence=low`:标注"待人工确认",不计入分子分母
### 复现就绪(独立于 FAIR
- ✅ `repro.deps_pinned`=True + `entry_points` 非空 + `env_spec`=True + `expected_results`=True四件齐全
- ⚠️ 有 `entry_points` 但缺依赖锁/环境/期望结果中任一
- ❌ 无 `entry_points` 或无 `deps_files`
## 三、可复现性 checklist独立于 FAIR
### 引用就绪R1.1/R2
- ✅ `citation.cff``citation.codemeta` 为 True + 有版本/DOI
- ⚠️ 仅 `citation.readme_bibtex` 非空README 有引用文本,无机器可读文件)
- ❌ 三者皆 False
Rep1 环境锁requirements 锁版本/Dockerfile/environment.yml· Rep2 数据集说明has_dataset/README 引用/下载脚本)· Rep3 复现步骤README "运行/复现/Quick Start" 章节)· Rep4 版本固定release tag 或 commit 锚定)· Rep5 入口可执行main.py/train.py/Makefile/CLI
## 二、真科研图谱 schemaMermaid
## 四、KG schematriples
**节点**(按 fair.py 画像实例化,每个 dataset/entry/framework 各一个节点,不合并):
- `Repo``:::anchor` 蓝灰锚点repo 名 + commit
- `Paper`venue + arxiv/DOI无则红色 `Paper: none`
- `Method`(从 methods[]
- `Code`(每个 entry_point 一个节点)
- `Dataset`(每个 dataset 一个节点;无则一个红色 `Dataset: none`
- `Framework`frameworks[];未知则黄色 `framework unknown`
- `Citation`cff/bibtex 状态;无则红色 `Citation: none`
- `License`(有/无/冲突)
实体Repo, Contributor, File, Commit, Paper, Dataset, License
关系(主谓宾三元组):
- (Contributor)—contributes-to→(Repo)
- (Contributor)—authored→(Paper)
- (Repo)—depends-on→(File/依赖)
- (Paper)—cites→(Paper)
- (Repo)—licensed-under→(License)
- (Repo)—version-at→(Commit)
- (Repo)—has→(Dataset)
**边**
- `Repo --> Paper`、`Repo --> License`
- `Paper -->|proposes| Method`
- `Method -->|implements| Code`
- `Code -->|trains-on| Dataset`、`Code -->|depends-on| Framework`、`Code -->|built-by| Build(Makefile/CMake)`
- `Paper -->|cited-via| Citation`
- 推断/不确定的关系用虚边 `-.->`
输出:`triples.json`(数组 of {s,p,o}+ Mermaid `graph LR` 小图。
**状态色**(按对应维度裁决):✅ `classDef ok fill:#cfe,stroke:#3a3` / ⚠️ `classDef warn fill:#ffe,stroke:#cc3` / ❌ `classDef bad fill:#fee,stroke:#c33` / 锚点 `classDef anchor fill:#eef,stroke:#336`
## 五、OpenAlex 字段
**语法纪律**(违反则渲染失败):节点 label 必须双引号 `P["..."]`label 内禁用 `<> ? () {} | "`,可用 `: , . / - _`;边 label 仅字母/连字符classDef 放最后。详见 SKILL.md「Mermaid 语法纪律」。
- 端点:`https://api.openalex.org/works?search=<title>` 2025-02 起 freemium建议带 `mailto` 参数走 polite pool
- 取字段:`authorships[].author.display_name`、`authorships[].institutions[].display_name`、`host_venue.display_name`(或 `primary_location.source.display_name`)、`concepts[].display_name`、`doi`
- 降级HTTP 429/503/无结果 → 报告卡溯源栏标"未找到关联论文"
## 三、fair.py 抽取规则
## 六、SWH-ID 说明
- **arxiv**三路正则arxiv URL / `arXiv:id` / 裸 `\d{4}.\d{4,5}`),取首个命中
- **venue**白名单ICML/NeurIPS/ICLR/CVPR/ACL/...)正则
- **datasets**已知名白名单PACS/Visual Decathlon/Cora/ImageNet/...+ 数据脚本data_gen/get_data/download
- **repro**依赖文件名匹配requirements/go.mod/environment.yml/Dockerfile/setup.py+ 入口main/train/run*.py+ 期望结果accuracy/f1/results table 正则)
- **citation**CITATION.cff/codemeta.json/.zenodo.json 文件存在 + README `@inproceedings/@article` bibtex
- **frameworks**torch/tensorflow/jax/sklearn 关键词(文件名+README无则标"未知verify imports"
- 完整 SWH-ID = `swh:1:dir:<hash>``swh:1:rev:<hash>`,基于 Merkle DAG`swh.model`Python计算或 `swh-identify`
- 环境无 `swh.model` 时:用 `git+<commit-SHA>` 作版本锚定,报告卡标注"完整 SWH-ID 需 swh-identify"
- commit SHA 来自 `commit +list`HEAD
## 四、数据源实测2026-07
## 七、学术引用库("信服"骨架,每条对抗式核验过)
| 源 | 状态 | 备注 |
|---|---|---|
| `gitlink-cli file +get` | ✅ | content 在 `data.entries.content`(纯文本) |
| `gitlink-cli file +list` | ✅ | `data` 是字符串化 JSON需 json.loads |
| `gitlink-cli repo +info` | ✅ | license_id/identifier/has_dataset |
| `gitlink-cli commit +list` | ✅ | HEAD sha |
| OpenAlex | ❌ 已砍 | v1 弱环节(间歇 503v2 不依赖 |
| 支撑点 | 文献 |
|--------|------|
| 科研软件 FAIR 原则 F1/F1.2/F2/R1.1/R1.2/R2 可机器校验 | Barker et al. 2022, *Nature Scientific Data*, https://www.nature.com/articles/s41597-022-01710-x |
| 可复现性危机2024 ICLR/ICML/NeurIPS 仅 19.5% 提供官方代码 | PaperCoder, arXiv:2504.17192 (Table 9) |
| 结构化对比表/报告卡范式 | ORKG, Jaradeh et al. K-CAP 2019 |
| 仓库→RDF 知识图谱 schema13 实体/47 关系/794 万三元组) | LPWC, ISWC 2023 |
| SWH-ID 版本锚定Merkle DAG, git 兼容) | Di Cosmo et al. ICMS 2020, PMC7340894 |
| 作者/机构溯源用 OpenAlex REST | Priem et al. 2022, arXiv:2205.01833 |
| 仓库级 KG 问答(四实体+SZZ+Cypher, CoT 50%→90% | Repo-KG, arXiv:2412.03815 |
| 科研软件可复现徽章体系 | ACM Artifact Review Badging, https://www.acm.org/publications/policies/artifact-review-badging |
| 直接竞品 howfairis5 维,仅 GitHub | https://github.com/fair-software/howfairis |
| 战略时机PWC 不稳定 | TIB 博客 2025-10 "Papers With Code went offline"单一二手源pitch 前复核) |
## 五、学术锚FAIR4RS
## 八、诚实边界(不可过度宣称
四维裁决对标 **FAIR4RS**Barker et al. 2022, Nature Sci Data论文溯源→F2/R1.2、数据链→FAIR-Data、复现就绪→独立轴FAIR 必要非充分、引用就绪→R1.1/R2。诚实声明这是适配版评分社区尚无认证级自动校验器非官方认证。
1. FAIR4RS 自称 **aspirational**;本 Skill 是**自建 checker**(社区尚无认证级校验器),不说"套用现成标准工具"。
2. **FAIRness ≠ 可复现性**FAIR 必要非充分)—— Repro 单独成轴。
3. OpenAlex 自 2025-02 起 freemium~$1/day、需 key、100 req/s—— 单仓演示够,批量控量。
4. **禁止使用两条已证伪论点**:①"MSR 六分类法"、②"FAIR 分高→被引更多"因果。
5. 文献多跑在 GitHub"在 GitLink 上复刻"是合理外推,须真机跑通闭环。
## 六、诚实边界
## 九、实测结论live probe2026-07-01 于 songhui18/ICCV2021
1. fair.py 抽取覆盖度受 README 写法影响;非标准 README 可能漏(同时匹配多句式兜底)。
2. 框架/方法为推断,标"推断"/"未知",不肯定。
3. 复现就绪是**静态**判断(依赖/入口/环境/期望结果四件套),不实际跑代码。
4. v1 的 OpenAlex 溯源已砍(避免 503 弱环节)。
**目标仓库**`songhui18/ICCV2021`(显示名"ICCV2021论文复现"URL identifier = `ICCV2021`**注意 CLI 要用 identifier 不是中文显示名**19⭐/17fork3328 文件17 个论文复现子目录,最后更新约 4 年前。
**关键事实**
- `license_id` = None**根目录无 LICENSE**20 个 LICENSE 全在子目录随上游代码)→ **A2 ✗**
- releases = 0无任何版本发布→ **A3 ✗ / Rep4 ✗**
- 根级文件仅 `README.md`;无根级 requirements.txt / CITATION.cff / codemeta.json / .zenodo.json
- CITATION.cff=0、codemeta.json=0、.zenodo.json=0 → **F3 ✗ / I3 ✗ / R1 ✗**
- requirements.txt 13 处仅子目录、Dockerfile 5、Makefile 3、main.py 13、train.py 16、test.py 15 → 子目录复现较完整,但**根级无统一依赖锁**
- `has_dataset` = False → **Rep2 ✗**
- topics = [python, jupyter notebook, cuda] → **F2 ✓**description 详尽≥20 字)→ **F1 ✓**
- HEAD commit SHA = `e14ac625752171fd46c90778cf5c7b000d05307b`
**5 轴实测分**F 67 · A 50 · I 17 · R 50 · Repro 40 → **总评 C 🔴 45/100**
| 轴 | 分 | 关键依据 |
|----|----|----------|
| F 可发现 | 67 | F1✓ 详尽描述 · F2✓ 3 topics · F3✗ 无 codemeta/.zenodo |
| A 可访问 | 50 | A1✓ 公开 · A2✗ 无仓库级 license · A3✗ 无 release · A4✓ commit SHA |
| I 可互操作 | 17 | I1⚠ 依赖散落子目录无根级锁 · I2✗ 无机器可读 license · I3✗ 无标准元数据 |
| R 可复用 | 50 | R1✗ 无 CITATION · R2⚠ 根 README 是论文列表缺统一用法 · R4✓ 无明显敏感泄露 |
| Repro 可复现 | 40 | Rep1⚠ 子目录 requirements 无根级锁 · Rep2✗ 无数据集说明 · Rep3⚠ 子目录有步骤无统一复现章 · Rep4✗ 无 release · Rep5✓ 入口齐全 |
**结论**:一个 19⭐ 的"论文复现"合集FAIR/可复现维度仅得 C——无仓库级 license、无 release、无 CITATION、无数据集说明、依赖散落子目录。**正好印证可复现性危机**2024 顶会仅 19.5% 提供官方代码)。处方空间大:补根级 LICENSE + CITATION.cff + 统一 requirements + 打 v1.0 release + README 复现章节。
> **fork→PR 链路Task 7 实测2026-07-01**:✅ 跑通。`repo +fork` → `branch +create feat/fair-remediation --from master``file +create` 建 4 文件LICENSE / CITATION.cff / codemeta.json / REPRODUCIBILITY.md`pr +create`**PR #1**`caoweiqiong/ICCV2021#1`openid 145336。**全程纯 API 建文件,无需克隆 3328 文件大仓**`file +create` 支持 `--branch`)。
> **OpenAlex 溯源Task 7 实测)**:⚠️ 匿名搜索被限流HTTP 503 *"rate-limited due to heavy load, use free API key"*),溯源栏降级跳过——**正好印证 freemium 边界(§八-3**skill 优雅降级、报告卡标注"未命中"。
> **SWH-IDTask 7 实测)**:环境无 `swh.model`,证书用 `git+commit e14ac62` 锚定(符合 §六降级)。

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@ -1,140 +1,152 @@
---
name: gitlink-research-fair
version: 2.0.0
description: "科研软件 X 光:用 fair.py 真抽取 GitLink 科研仓库的论文/数据/复现/引用画像LLM 四维裁决,输出含真科研图谱与特有关键发现的洞察报告,可选处方 PR。当用户需要深挖科研仓库的科研产物、评估可复现/可引用性时触发。"
version: 1.0.0
description: "科研软件 FAIR 体检:分析 GitLink 科研仓库的可发现/可访问/可互操作/可复用/可复现性,输出体检报告卡,自动开 PR 修复缺口并签发 SWH/commit 锚定的可复现证书。当用户需要评估科研仓库的 FAIR 性与可复现性、生成科研软件体检报告时触发。"
metadata:
requires:
bins: ["gitlink-cli"]
cliHelp: "python skills/gitlink-research-fair/scripts/fair.py --help"
cliHelp: "gitlink-cli repo --help"
---
# gitlink-research-fair科研软件 X 光
# gitlink-research-fair科研软件 FAIR 体检
**CRITICAL — 开始前必须先阅读 [`../gitlink-shared/SKILL.md`](../gitlink-shared/SKILL.md),其中包含认证、权限处理和 API 注意事项。**
**CRITICAL — 裁决由 LLM 做出,但每条必须引用 `fair.py` 抽到的实证arxiv id / 文件名 / deps 状态);无实证的判断丢弃。**
**CRITICAL — 处方(开 PR默认预览确认绝不自动 merge、绝不 force-push、绝不碰原仓库。**
**CRITICAL — GitLink 操作只能用 `gitlink-cli`。禁止用 `gh`。**
**CRITICAL — 所有写操作(开修复 PR默认先预览、确认后再执行`--auto` 跳过预览但仍受护栏约束。**
**CRITICAL — 绝不自动 merge绝不 force-push处方只对 fork 开 PR绝不碰原仓库。**
**CRITICAL — GitLink 操作只能用 `gitlink-cli`。禁止用 `gh`GitHub CLI操作 GitLink 资源。**
> **前置条件:** 先阅读 [`../gitlink-shared/SKILL.md`](../gitlink-shared/SKILL.md)四维裁决细则、真 KG schema、抽取规则见 [`REFERENCE.md`](REFERENCE.md)。
> **前置条件:** 先阅读 [`../gitlink-shared/SKILL.md`](../gitlink-shared/SKILL.md)详细检查清单、评分算法、KG schema 与学术引用见 [`REFERENCE.md`](REFERENCE.md)。
## 概述
**科研软件 X 光**`scripts/fair.py` 真抽取仓库内容README/文件/依赖)→ 科研画像 JSONLLM 对 4 个科研专属维度裁决(论文溯源/数据链/复现就绪/引用就绪),渲染**每 repo 特有的洞察报告**(裁决总览 + 真科研图谱 + 关键发现),可选处方 PR。与 `gitlink-health`(项目过程健康)正交,与 `gitlink-spark`(跨仓挖缺口)互补——本 skill **单仓深挖科研产物**
本 Skill 引导 AI 对任意 GitLink 科研仓库做结构化、有学术标准依据、低误报的"FAIR + 可复现性"诊断,产出**体检报告卡**,并对缺口**自动开 PR 修复**、用 **SWH/commit 锚定**签发**可复现证书**。许可证/安全子项**复用 `gitlink-license`**。四幕剧本v1诊断 → 处方 → 证书
## 命令接口
```bash
python skills/gitlink-research-fair/scripts/fair.py --owner <owner> --repo <identifier>
# → stdout: 科研画像 JSON {paper, datasets, repro, citation, methods, frameworks, license, head_sha, files_count}
```
skill 约定参数(非 CLI flag
## 命令接口skill 约定参数,非 CLI flag
| 参数 | 默认 | 说明 |
|------|------|------|
| `--owner/--repo` | 自动从 cwd 解析 | 目标科研仓库(用 identifier |
| `--auto` | 关 | 跳过预览直接开处方 PR仍受护栏 |
| `--no-fork` | 关 | 只出 X 光报告,不开 PR |
| `--refresh` | 关 | 即使有旧哨兵也重评 |
| `--owner/--repo` | 自动从 cwd 解析 | 目标科研仓库 |
| `--lenses` | 全 5 轴 | 子集,如 `F,A,Repro` |
| `--auto` | 关 | 跳过预览直接开 PR仍受护栏 |
| `--no-fork` | 关 | 不开 PR处方物料落本地 |
| `--enrich` | 开 | 启用 OpenAlex 溯源(限流自动降级) |
| `--refresh` | 关 | 即使有旧报告哨兵也重评 |
## 管道
## 管道8 步)
### ① 抽取fair.py确定性
`fetch_readme`file +get+ `fetch_file_list`file +list+ `fetch_repo_meta`repo +info + commit +list 取 HEAD sha`extract_paper` / `extract_datasets` / `assess_repro` / `assess_citation` / `extract_methods_frameworks` → 科研画像 JSON
### ① 取上下文
`repo +info`(元数据/license/topics/has_dataset· `file +list`(关键文件清单)
### ② 四维裁决LLM读 JSON
论文溯源 / 数据链 / 复现就绪 / 引用就绪。每维 `✅/⚠️/❌` + **引用画像字段的具体证据**。规则见 [`REFERENCE.md`](REFERENCE.md)。
### ② 深采
`file +get` 读 LICENSE/CITATION.cff/codemeta.json/README/requirements/Dockerfile · `release +list`(版本)· `commit +list`SHA· `issue/pr +list`(协作)· `member +list`(作者)
### ③ 真科研图谱(从画像生成 Mermaid
节点 `Paper↔Method↔Code↔Dataset↔Framework↔Citation`,带状态色(✅绿/⚠️黄/❌红。schema 见 REFERENCE。
### ③ FAIR 评分M1
逐项评 5 轴(许可证/安全子项委托 `gitlink-license` 流程)→ `✓/✗/⚠/⊥` + 证据 + 置信度
### ④ 渲染 X 光报告hero并落盘
裁决一行 + 真图谱 + **本 repo 特有关键发现** + 处方摘要 + 双裁决证书。**始终保存** `report-cards/<owner>-<repo>-xray.md`(绝不只在终端)。
### ④ KG 构建M2
四实体(Repo/Contributor/File/Commit)+Paper/Dataset/License 节点 → Mermaid 小图 + triples JSON
### ⑤ 处方(可选
对 ❌/⚠️ 项生成 CITATION.cff从 README 抽的引用)/ requirements.txt从 import 扫)/ Dockerfile → fork → PR默认预览
### ⑤ 溯源富集M3
从 README/CITATION 抽论文 → OpenAlex REST 反查作者/机构best-effort
## 四维裁决(速览,细则见 REFERENCE
### ⑥ 渲染报告卡hero并落盘
等级 + 雷达图 + 5 轴逐项表 + 处方摘要 + 证书栏 + KG 小图 + 溯源栏。
**始终保存为本地文件** `report-cards/<owner>-<repo>-report-card.md`cwd 下,含哨兵)——报告卡是可归档/复查的核心产物,**无论后续是否开 PR 都必须落盘,绝不只在终端输出**。
| 维度 | ✅ | ⚠️ | ❌ |
|------|---|----|----|
| 论文溯源 | arxiv/DOI + 元数据全 | 仅 README 文字,无稳定链接 | 无论文线索 |
| 数据链 | 命名 + 下载脚本 + license | 命名但无脚本/无 license | 未提及数据集 |
| 复现就绪 | 依赖锁+入口+环境+期望结果齐全 | 有入口但缺依赖锁/环境/期望结果 | 无入口/无依赖 |
| 引用就绪 | CITATION.cff/codemeta + DOI + 版本 | 仅 README 引用文本 | 无引用信息 |
### ⑦ 处方M4
`✗/⚠` 项生成 CITATION.cff/codemeta.json/LICENSE/复现章节 → 默认预览
## 报告格式混合主视觉hero
### ⑧ 发布
报告卡已在 ⑥ 落盘(`report-cards/<owner>-<repo>-report-card.md`)。
- **fork 模式**:确认后对 fork 开 PRPR body 带报告卡摘要)+ 出 SWH/commit 证书
- **`--no-fork` 或 PR 失败**:报告卡已在本地,告知用户路径,可手动粘贴或提交
- 哨兵内嵌于报告卡(及 PR body若开
## 5 轴评分 Rubric
> 对标 **FAIR4RSNature Sci Data 2022+ howfairis 5 维**。诚实声明:这是**适配版**评分(社区尚无认证级自动校验器),不是官方认证。**FAIR ≠ 可复现**,故 Repro 单独成轴。逐条映射与证据见 [`REFERENCE.md`](REFERENCE.md)。
每项判定 `✓满足 / ✗缺失 / ⚠部分 / ⊥GitLink 无该字段(跳过并标注)`,附证据来源 + 置信度。
| 轴 | FAIR4RS 映射 | 检查项(证据) |
|----|--------------|----------------|
| **F 可发现** | F1/F2 | F1 清晰描述(repo desc ≥20 字) · F2 话题/关键词(topics) · F3 标准元数据(codemeta.json/.zenodo.json) |
| **A 可访问** | F1.2/R1.1 | A1 公开(is_public) · A2 有许可证(license_id/LICENSE)[gitlink-license] · A3 有版本发布(release tag) · A4 持久标识(commit SHA/SWH-ID) |
| **I 可互操作** | R1.1/I | I1 依赖清单(requirements/go.mod/package.json/environment.yml) · I2 许可证机器可读(SPDX/license_id) · I3 元数据标准格式(CITATION.cff/codemeta) |
| **R 可复用** | R1.2/R2 | R1 溯源/引用(CITATION.cff/README 引用) · R2 README 质量(安装+使用) · R3 源码声明[gitlink-license] · R4 无敏感泄露[gitlink-license] |
| **Repro 可复现** ⭐差异轴 | (独立于 FAIR | Rep1 环境锁(锁版本/Dockerfile) · Rep2 数据集说明(has_dataset/README 引用) · Rep3 复现步骤(README 章节) · Rep4 版本固定 · Rep5 入口可执行(main/Makefile/CLI) |
**评分**:轴分 = 满足项 / (总项 ⊥项)(⚠ 计 0.5);总评 = 5 轴均分(某轴全 ⊥ 则记 N/A 并排除);等级 **A🟢≥80 / B🟡60-79 / C🔴<60**。`confidence=low` 标"待人工确认",不进总评。
## 报告卡格式hero 产出)
````markdown
🔬 **科研软件 X 光 — <owner>/<repo>**
🏥 **gitlink-research-fair 科研软件体检报告**
═══════════════════════════════════════
论文溯源 <V> 数据链 <V> 复现就绪 <V> 引用就绪 <V>
═══════════════════════════════════════
**总体**<等级> <>/100F · A · I · R · Repro版本锚定commit <sha><release >
**范围**:检查 19 项✓N · ✗N · ⚠N · ⊥N跳过<原因>
### 🧬 真科研图谱
### 五轴雷达
ASCII 或 Mermaid 雷达F/A/I/R/Repro
### 逐项
| 轴 | 项 | 状态 | 证据 |
|---|---|:---:|---|
| <> | <id 项名> | ✓/✗/⚠/⊥ | <gitlink-cli 证据> |
### 🔧 处方(可自动修复 N 项)
- [<><id>] <生成物>(从 <来源> 推断)
### 📜 可复现证书
锚定版本git+commit <sha> FAIR: <等级> Repro: <状态>
(完整 SWH-ID 需 swh-identify本次用 commit-SHA 锚定)
### 🔗 溯源OpenAlex
<作者/机构/载体 "未找到关联论文已跳过">
### 🧬 科研关系图KG
```mermaid
graph LR
R["repo: Feature_Critic"]:::anchor
P["Paper: ICML 2019, arxiv:1901.11448"]:::ok
M["Method: Feature-Critic / meta-learning"]:::ok
C["Code: main_Feature_Critic.py"]:::ok
D1["Dataset: PACS"]:::warn
D2["Dataset: Visual Decathlon"]:::warn
D3["Dataset: ImageNet"]:::warn
F["Framework: PyTorch"]:::warn
Ci["Citation: README bibtex, no CITATION.cff"]:::bad
L["License: missing"]:::bad
R --> P
R --> L
P -->|proposes| M
M -->|implements| C
C -->|trains-on| D1
C -->|trains-on| D2
C -->|trains-on| D3
C -->|depends-on| F
P -->|cited-via| Ci
classDef ok fill:#cfe,stroke:#3a3
classDef warn fill:#ffe,stroke:#cc3
classDef bad fill:#fee,stroke:#c33
classDef anchor fill:#eef,stroke:#336
<RepocontributesContributor · Repolicensed?? · RepohasDataset?>
```
### 🔍 关键发现(本 repo 特有)
- <LLM 从画像抽出的 3 条具体发现每条引用 fair.py 字段>
### 🔧 处方(可选)
- < / 项的修复建议>
### 📜 双裁决证书
复现就绪 <V> 引用就绪 <V> 锚定 commit `<sha>`
---
<!-- gitlink-research-fair v2 | repo:<owner>/<repo> | paper:<✅/⚠️/❌> | repro:<V> | cite:<V> | sha:<head> -->
*由 gitlink-research-fair v2科研软件 X 光)生成。*
<!-- gitlink-research-fair v1 | repo:<owner>/<repo> | grade:<G> | sha:<head-sha> -->
*由 gitlink-research-fair skill 生成。*
````
## Mermaid 语法纪律(必读,否则图谱渲染失败)
哨兵 `<!-- gitlink-research-fair v1 | repo | grade | sha -->` 用于幂等与"基于哪个 commit"标识。重跑检测旧哨兵 → 默认提议更新(`--refresh` 才覆盖);`sha` 不匹配 → 提示"报告已过期,建议重评"。
- 节点 label **必须双引号**`P["Paper: ..."]`**禁止**裸 `P[<...>]``P[label with ?]`
- label 内**禁用** `<> ? () {} | "` 等特殊字符;可用:字母、数字、空格、`: , . / - _`
- 边 label 用 `-->|word|`word 仅字母/连字符(如 `trains-on`、`cited-via`),不要放 `?` 或中文标点
- **每个 dataset / entry / framework 各一个节点**(如 `D1["Dataset: PACS"]` `D2["Dataset: Visual Decathlon"]`),不要合并成一个 `D["datasets"]`
- 缺失项用红色节点(`:::bad`)显式标出(如 `L["License: missing"]:::bad`),不省略——"缺什么"也是图谱信息
- `classDef` 放在最后;锚点 repo 节点用 `:::anchor`(蓝灰)区分
## 处方M4惊艳闭环
## 处方闭环 + 护栏
| 缺口 | 生成物 |
|------|--------|
| F3 缺 codemeta.json | 从 repo +info + README 生成 codemeta.json 草稿 |
| R1 缺 CITATION.cff | 从 README/作者生成 CITATION.cff 草稿 |
| A2 缺 license | 给 MIT / 木兰 PSL v2 模板(任选) |
| Rep1 缺依赖锁 | 从 import 扫描建议 requirements.txt |
| Rep3 缺复现章节 | 从入口/README 生成"复现"章节草稿 |
对 ❌/⚠️ 项生成修复:`CITATION.cff`(从 README 抽的引用文本构造)+ `requirements.txt`(从代码 import 扫)+ `Dockerfile`(模板)→ `repo +fork``pr +create`PR body 带报告摘要)。**护栏**:默认预览;`--auto` 跳过但**永不 force-push、永不碰原仓库、永不自动 merge**`--no-fork` 报告已落盘(④),不开 PR。
**安全护栏**:默认全量预览 → 确认 → 对 **fork** 开一个 PRPR body 带报告卡摘要);`--auto` 跳过预览但**永不 force-push、永不碰原仓库、永不自动 merge**`--no-fork` 物料落本地。所有写操作需认证。
## 证书SWH/commit 锚定)
用 HEAD commit SHA + release tag 锚定版本。若环境有 Python `swh.model` → 算完整 SWH-ID否则 `git+<commit-SHA>` 锚定,报告卡标注"完整 SWH-ID 需 swh-identify"。证书含仓库、锚定版本、FAIR 等级、Repro 状态、可引用条目(对标 ACM Artifact Badge。嵌报告卡证书栏。
## KG + OpenAlex支撑栏
- **KG**:四实体(Repo/Contributor/File/Commit)+Paper/Dataset/License关系 contributes-to/authored/depends-on/cites/licensed-under/version-at。输出 Mermaid 小图 + triples JSONschema 见 REFERENCE
- **OpenAlex**README/CITATION 抽论文 → REST `/works` 反查作者/机构/载体。降级:限流或抽不到 → 跳过,标注"未找到关联论文"。
## 错误处理与降级
| 情况 | 处理 |
|------|------|
| README 读失败 | 降级用 file list + 元数据,标注"README 不可读,结论受限" |
| `file +list` data 为字符串 | json.loads 解套 |
| arxiv/DOI 抽不到 | 论文溯源判 ⚠️/❌,据实 |
| 框架无法推断 | frameworks 标"未知",不编造 |
| `--repo` 用中文显示名 404 | 提示用 identifier |
| fork/PR 失败 | 处方物料落本地,告知路径 |
| 报告/PR 发布失败 | 报告已在 ④ 落盘,告知路径 |
| `file +tree --recursive` 返回空 | 手动递归子目录 |
| 无 LICENSE | A2 ✗,处方建议模板 |
| OpenAlex 限流/无果 | 跳过溯源栏标注 |
| `swh.model` 不可用 | commit-SHA 锚定 + 标注 |
| 仓库过大 | 抽样文件 + "部分审查"标注 |
| fork 失败/无写权限 | 处方物料落本地(`--no-fork` |
| 二进制是 npm 旧版 | 强制 `./gitlink-cli``go build` 重建 |
| 仓库私有/无权限 | 清晰错误,不发报告 |
| 报告/PR 发布失败 | 报告卡已在 ⑥ 落盘,告知路径,用户可手动粘贴/提交 |

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@ -1,88 +0,0 @@
# 示例:科研软件 X 光 — Edge-Computing-Engine引擎类对照
> 基于 `fair.py --owner Edgedev --repo Edge-Computing-Engine` 于 2026-07-07 实跑fair.py v2.1,已修 arxiv 年份校验 + C++ 入口检测)。
> Edge 是一个 C++ 科学计算引擎autodiff + 神经网络模块),与 Feature_Criticpaper-code 类)形成**不同 profile 对照**,证明 X 光报告不千篇一律。
## Step 1运行 fair.py 抽取科研画像
```bash
python skills/gitlink-research-fair/scripts/fair.py --owner Edgedev --repo Edge-Computing-Engine
```
**画像摘要**
| 维度 | 抽取结果 |
|---|---|
| 论文 | arxiv **None**README 全文无有效 arxiv/DOI venue None 标题 "Edge-Engine"H1不计入 in_readme in_readme ❌ |
| 数据集 | **空**(未提及) |
| 复现 | 入口 **main.cpp**v2.1 已识别 C++ 入口)| deps **Makefile**deps_pinned ✓)| env ❌ expected_results ❌ |
| 引用 | 无 CITATION.cff 无 README bibtex |
| 方法/框架 | "graph" 命中 框架未知C++import 推断失效) |
| license | **LICENSE 文件存在**Apache 2.0 license_id None |
| 锚定 | commit `8678c7c7` 132 文件 |
## Step 2四维裁决LLM 读画像)
**论文溯源 ❌**(无论文链接)· **数据链 ❌** · **复现就绪 ⚠️**(有 C++ 入口+Makefile 构建,但缺环境锁/期望结果)· **引用就绪 ❌**
## Step 3X 光报告(全文,落盘 `report-cards/Edgedev-Edge-Computing-Engine-xray.md`
````markdown
🔬 **科研软件 X 光 — Edgedev/Edge-Computing-Engine**
═══════════════════════════════════════
论文溯源 ❌ 数据链 ❌ 复现就绪 ⚠️ 引用就绪 ❌
═══════════════════════════════════════
### 🧬 真科研图谱
```mermaid
graph LR
R["repo: Edge-Computing-Engine"]:::anchor
P["Paper: none, no arxiv or DOI"]:::bad
C["Code: main.cpp / C++"]:::warn
F["Build: Makefile, framework unknown"]:::warn
Ci["Citation: none"]:::bad
L["License: Apache 2.0 file but README forbids commercial use"]:::warn
R --> P
R --> L
P -.->|proposes| C
C -->|built-by| F
P -->|cited-via| Ci
classDef ok fill:#cfe,stroke:#3a3
classDef warn fill:#ffe,stroke:#cc3
classDef bad fill:#fee,stroke:#c33
classDef anchor fill:#eef,stroke:#336
```
### 🔍 关键发现(本 repo 特有)
- **无论文**README 全文无 arxiv/DOI 链接,论文溯源 ❌fair.py arxiv 候选经年份校验过滤,无有效命中)
- **LICENSE 自相矛盾**:根目录有 Apache 2.0 LICENSE但 README 声明"本项目禁止闭源商用"——与 Apache 2.0(允许商用)冲突,复用有法律风险
- **复现部分就绪**fair.py 已识别 C++ 入口 `main.cpp` + 构建文件 `Makefile`,但无 Dockerfile/environment 锁环境、README 无 expected_results → ⚠️ 而非 ❌
- 无数据集声明、无 CITATION.cff、无 README bibtex
- 132 文件,含 autodiff / 神经网络模块
### 🔧 处方(可选)
- 澄清许可证(去 README "禁止闭源商用" 或换 CC BY-NC
- 补 README论文/数据集/构建命令C++ make/make install 已有,缺期望结果)
- 补 `Dockerfile` 锁编译器/依赖环境
### 📜 双裁决证书
复现就绪 ⚠️ 部分 引用就绪 ❌ 锚定 commit `8678c7c7`
````
## Step 4与 Feature_Critic 对照(证明不千篇一律)
| 维度 | Feature_Criticpaper-code | Edge引擎类 |
|---|---|---|
| 论文溯源 | ✅ arxiv 1901.11448 真溯源 | ❌ 无论文链接 |
| 数据链 | ⚠️ PACS/Visual Decathlon 命名 | ❌ 无数据集 |
| 复现就绪 | ⚠️ 有 .py 入口,无依赖锁 | ⚠️ 有 C++ 入口+Makefile无环境/期望结果 |
| 引用就绪 | ⚠️ README bibtex | ❌ 无 |
| 真图谱 | 10 节点富图repo/论文/方法/代码/3数据集/PyTorch/引用/license | 6 节点多红黄repo/无论文/main.cpp/Makefile/无引用/license冲突 |
| 关键发现 | 论文可溯源但机器不可引用 | **LICENSE 自相矛盾** + 无论文 |
**两份报告内容截然不同**——X 光由 fair.py 抽取的真实画像驱动,每 repo 说出自己的话。
## 关键结论
- fair.py v2.1 已修复两个已知限制arxiv 候选加年份合法性校验(防 `5184.0000` 类伪阳性)、入口检测扩展到 `.cpp/.c/.cc/.cu` + `CMakeLists.txt`/`Makefile`(覆盖 C/C++ 科研代码——Edge 复现就绪从 ❌ 升到 ⚠️,论文溯源 ❌ 干净不再误报
- LICENSE 冲突这类"元数据扫描发现不了、需读 README 内容"的问题,由 LLM 裁决层补上fair.py 抽 file 存在LLM 读出冲突)
- 引擎类C++/无论文)与 paper-code 类Python/有论文)画像迥异,报告自然分化

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# 示例:科研软件 FAIR 体检(真实数据)
> 基于 `songhui18/ICCV2021`(显示名"ICCV2021论文复现"URL identifier=`ICCV2021`)于 2026-07-01 在 Claude Code 中实跑。
> 这是 19⭐/17fork 的 ICCV 2021 论文复现合集3328 文件、17 个论文复现子目录。
> 一个"**可复现性**"工具去体检一个"**论文复现**"合集——主题共振。
---
## Step 1取上下文真实输出摘要
| 项 | 实测值 |
|---|---|
| URL identifier | `ICCV2021`**CLI 用 identifier不是中文显示名** |
| `license_id` | `None`**根目录无 LICENSE**20 个 LICENSE 全在子目录随上游代码) |
| releases | `0`(无任何版本发布) |
| 根级文件 | 仅 `README.md` |
| CITATION.cff / codemeta.json / .zenodo.json | 均无 |
| requirements.txt | 13 处(**仅子目录,无根级依赖锁** |
| `has_dataset` | `False` |
| topics | python, jupyter notebook, cuda |
| description | 详尽≥20 字) |
| HEAD commit | `e14ac625752171fd46c90778cf5c7b000d05307b` |
> ⚠️ **关键踩坑**`gitlink-cli --repo` 必须传 `identifier=ICCV2021`;用中文显示名"ICCV2021论文复现"会返回 **404**。identifier 从 `search +repos` 结果取。
采集命令:
```bash
gitlink-cli repo +info --owner songhui18 --repo ICCV2021 --format json
gitlink-cli file +list --owner songhui18 --repo ICCV2021 --format json # 3328 文件扁平列表
gitlink-cli release +list --owner songhui18 --repo ICCV2021 --format json
gitlink-cli commit +list --owner songhui18 --repo ICCV2021 --page 1 --format json
```
## Step 25 轴评分(真实)
| 轴 | 分 | 关键依据 |
|---|---|---|
| F 可发现 | 67 | F1✓ 详尽描述 · F2✓ 3 topics · F3✗ 无 codemeta/.zenodo |
| A 可访问 | 50 | A1✓ 公开 · A2✗ **无仓库级 license** · A3✗ 无 release · A4✓ commit SHA |
| I 可互操作 | 17 | I1⚠ 依赖散落子目录无根级锁 · I2✗ 无机器可读 license · I3✗ 无标准元数据 |
| R 可复用 | 50 | R1✗ 无 CITATION · R2⚠ 根 README 是论文列表 · R4✓ 无明显敏感泄露 |
| Repro 可复现 | 40 | Rep1⚠ · Rep2✗ 无数据集说明 · Rep3⚠ · Rep4✗ 无 release · Rep5✓ 入口齐全 |
**总评C 🔴 45/100** —— 一个 19⭐ 的论文复现合集FAIR/可复现仅得 C。
## Step 3报告卡真实全文
````markdown
🏥 **gitlink-research-fair 科研软件体检报告**
**总体**C 🔴 45/100F 67 · A 50 · I 17 · R 50 · Repro 40版本锚定commit `e14ac62`(无 release
**范围**:检查 19 项✓6 · ✗8 · ⚠4 · ⊥1R3 源码声明委托 gitlink-license 未在本轮跑)
### 逐项(节选)
| 轴 | 项 | 状态 | 证据 |
|---|---|:---:|---|
| A | A2 有许可证 | ✗ | `license_id` 为空,根目录无 LICENSE20 个 LICENSE 全在子目录) |
| F | F3 标准元数据 | ✗ | 无 codemeta.json / .zenodo.json |
| I | I1 依赖清单 | ⚠ | requirements.txt 仅在 13 个子目录,无根级统一锁 |
| R | R1 溯源/引用 | ✗ | 无 CITATION.cff |
| R | R3 源码声明 | ⊥ | 委托 gitlink-license本轮未跑深度源码声明扫描 |
| Repro | Rep2 数据集说明 | ✗ | `has_dataset=False`README 无数据集说明 |
| Repro | Rep5 入口可执行 | ✓ | 子目录含 train.py×16 / main.py×13 / test.py×15 |
| F | F1 清晰描述 | ✓ | description 详尽描述 CV 顶会论文复现合集 |
### 🔧 处方(可自动修复 4 项)
- [A2] 添加 LICENSEMIT / 木兰 PSL v2
- [R1] 生成 CITATION.cff
- [F3/I3] 生成 codemeta.json
- [Rep3] 补 REPRODUCIBILITY.md 复现指南
### 📜 可复现证书
锚定版本:`git+commit e14ac625752171fd46c90778cf5c7b000d05307b` FAIR: C 🔴 Repro: ⚠ 部分可复现
(完整 SWH-ID 需 `swh-identify`;环境无 `swh.model`,本次用 commit-SHA 锚定)
### 🔗 溯源OpenAlex
⚠️ 未命中——匿名搜索被限流HTTP 503需 free API key已降级跳过符合 freemium 边界)。
### 🧬 科研关系图KG
```mermaid
graph LR
R[Repo: ICCV2021合集] -->|contributes-to| C1[Contributor: 宋辉/songhui18]
R -->|has| D{Dataset?}:::miss
R -->|licensed-under| L{License?}:::miss
R -->|version-at| H[commit e14ac62]
classDef miss fill:#fee,stroke:#c33;
```
---
<!-- gitlink-research-fair v1 | repo:songhui18/ICCV2021 | grade:C | sha:e14ac625 -->
*由 gitlink-research-fair skill 生成。*
````
## Step 4处方 PR真实闭环 ✅)
**全自动跑通**(无需克隆 3328 文件大仓,纯 API 建文件):
```bash
gitlink-cli repo +fork --owner songhui18 --repo ICCV2021 # → caoweiqiong/ICCV2021
gitlink-cli branch +create --owner caoweiqiong --repo ICCV2021 --name feat/fair-remediation --from master
gitlink-cli file +create --owner caoweiqiong --repo ICCV2021 --branch feat/fair-remediation \
--path LICENSE --message "Add MIT LICENSE (fix A2)" --content "$(cat LICENSE)"
# … 同样建 CITATION.cff / codemeta.json / REPRODUCIBILITY.md
gitlink-cli pr +create --owner caoweiqiong --repo ICCV2021 --head feat/fair-remediation --base master \
--title "Improve research FAIRness & reproducibility (gitlink-research-fair 处方)" \
-b "$(cat pr_body.md)"
```
**PR**https://www.gitlink.org.cn/caoweiqiong/ICCV2021/pulls/1 `pull_request_number: 1`, id `145336`, open
PR body 含体检报告卡摘要 + 修复表。新增 4 文件:
| 文件 | 修复项 | FAIR 原则 |
|------|--------|-----------|
| `LICENSE` | 补 MIT 许可证 | R1.1 / A2 |
| `CITATION.cff` | 补引用信息 | R1.2 / R1 |
| `codemeta.json` | 补标准元数据 | F2 / F3 / I3 |
| `REPRODUCIBILITY.md` | 补复现指南 | Rep3 |
**预期效果**:合并后 A2/F3/I3/R1/Rep3 由 ✗/⚠ → ✓,总分 **C 45 → B ~75**
## Step 5证书
- **锚定版本**`git+commit e14ac625752171fd46c90778cf5c7b000d05307b`HEAD无 release
- **SWH-ID**:环境无 `swh.model`,用 commit-SHA 锚定(完整 SWH-ID 需 `swh-identify`
- **结论**FAIR C 🔴 · Repro ⚠ 部分可复现 —— 可作为"待改进科研软件"的基线快照,供后续 release 后重评对比。
---
## 对照:有 license 的仓库(证明评分区分度)
`leejt/GraphGallery`图神经网络多框架开发工具Python有 license跑同一 rubric
| 轴 | songhui18/ICCV2021 | leejt/GraphGallery |
|---|---|---|
| F | 67 | 67 |
| A | **50**(无 license | **75**(✓ 根级 LICENSE |
| I | 17无根级依赖锁 | 67✓ 根级 requirements.txt + setup.py |
| R | 50 | 67 |
| Repro | 40 | 70✓ setup.py 可安装) |
| **总评** | **C 🔴 45** | **B 🟡 69** |
**区分度 +24 分**,主要由 **A2 license + I1/Rep1 打包可安装** 拉开。rubric 正确奖励"有 license + 可安装"的仓库。GraphGallery 仍缺 CITATION/release故是 B 非 A——评分诚实不虚高。
---
## 关键结论
1. **主题共振**:用"可复现性"工具体检"论文复现"合集——一个 19⭐ 的真实科研仓库竟只得 C**正好印证可复现性危机**2024 顶会仅 19.5% 提供官方代码)。
2. **闭环可用**fork → 建分支 → `file +create` 建修复文件 → 开 PR**全程纯 API、无需克隆大仓**,处方 PR 真实落地。
3. **诚实降级**OpenAlex 匿名限流(503)→溯源跳过;无 `swh.model`→commit-SHA 锚定——都是设计内的优雅降级,**不掩盖、不编造**。
4. **评分有区分度**C 45无 license 合集vs B 69有 license 工具rubric 行为正确。
5. **差异于 howfairis**GitLink 原生 + 报告卡 + **自动修复闭环** + SWH 证书 + OpenAlex 溯源howfairis 只跑 GitHub 且只打分不修复。

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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""gitlink-research-fair v2: research software X-ray. Extract a research profile from a GitLink repo. Stdlib only."""
import argparse, json, os, sys, subprocess, re
_ARXIV_PATS = [
r'https?://arxiv\.org/(?:abs|pdf)/(\d{4}\.\d{4,5})',
r'arXiv:(\d{4}\.\d{4,5})',
r'\b(\d{4}\.\d{4,5})\b',
]
_DOI_PAT = r'10\.\d{4,9}/\S+'
_VENUES = ["ICML", "NeurIPS", "NIPS", "ICLR", "CVPR", "ICCV", "ECCV", "ACL", "EMNLP",
"NAACL", "KDD", "WWW", "AAAI", "IJCAI", "SIGGRAPH", "Nature", "Science"]
def _valid_arxiv_id(aid):
"""Validate arxiv id YYMM.NNNNN: year 07-26 (2007-2026 arxiv new format), month 01-12.
Rejects false positives like 5184.0000 (mm=84)."""
m = re.match(r"(\d{2})(\d{2})\.\d{4,5}$", aid)
if not m:
return False
yy, mm = int(m.group(1)), int(m.group(2))
return (7 <= yy <= 26) and (1 <= mm <= 12)
_KNOWN_DATASETS = ["Visual Decathlon", "PACS", "ImageNet", "CIFAR-10", "CIFAR-100", "CIFAR",
"Cora", "Citeseer", "Pubmed", "MNIST", "COCO", "QM9", "ZINC", "OGB", "ogbn",
"Wikipedia", "PPI", "Reddit", "Amazon", "Yelp", "MUTAG"]
def extract_paper(readme):
"""Extract paper provenance (arxiv/doi/title/venue) from README text."""
if not readme:
return {"in_readme": False, "arxiv_id": None, "arxiv_url": None, "doi": None,
"title": None, "authors": [], "venue": None}
arxiv_id = arxiv_url = None
for pat in _ARXIV_PATS:
for m in re.finditer(pat, readme):
cand = m.group(1)
if _valid_arxiv_id(cand):
arxiv_id = cand
arxiv_url = f"https://arxiv.org/abs/{cand}"
break
if arxiv_id:
break
doi = None
m = re.search(_DOI_PAT, readme)
if m:
doi = m.group(0).rstrip(").,;]")
venue = None
for v in _VENUES:
if re.search(rf"\b{re.escape(v)}\b", readme):
venue = v; break
code_for = (re.search(r"[Cc]ode (?:for|of)\s+'([^']+)'", readme)
or re.search(r'[Cc]ode (?:for|of)\s+"([^"]+)"', readme))
h1 = re.search(r"^\s*#\s+(.+)$", readme, re.M)
title = (code_for.group(1).strip() if code_for
else (h1.group(1).strip() if h1 else None))
return {"in_readme": bool(arxiv_id or doi or code_for), "arxiv_id": arxiv_id,
"arxiv_url": arxiv_url, "doi": doi, "title": title, "authors": [], "venue": venue}
def extract_datasets(readme, files):
"""Identify referenced datasets (known-name match + data scripts)."""
text = readme or ""
found = []
for ds in _KNOWN_DATASETS:
if re.search(rf"\b{re.escape(ds)}\b", text, re.I):
found.append(ds)
scripts = [f for f in files if any(k in (f or "").lower()
for k in ["data_gen", "get_data", "download", "prepare_data", "data_load"])]
return [{"name": ds, "evidence": "mentioned in README",
"download_script": scripts[:2] or None, "license": None} for ds in found]
def assess_repro(files, readme):
"""Static reproducibility readiness: deps + entry + env + expected results.
Supports Python (.py) AND C/C++ (.cpp/.c/.cc/.cu + Makefile/CMake) repos."""
name_set = {(f or "") for f in files}
deps_candidates = ["requirements.txt", "environment.yml", "go.mod", "package.json",
"Dockerfile", "setup.py", "pyproject.toml", "CMakeLists.txt", "Makefile"]
deps_files = [f for f in deps_candidates if f in name_set]
entry_re = re.compile(r"(main|train|run|demo)_?\w*\.(py|cpp|c|cc|cu)$", re.I)
entry_points = sorted([f for f in name_set if entry_re.match(f or "")])
env_spec = any(f in ("Dockerfile", "environment.yml") for f in deps_files)
expected = bool(re.search(r"(accuracy|f1\b|bleu|rouge|results?\s*(table|in section)|table\s*\d)",
readme or "", re.I))
return {"deps_files": deps_files, "deps_pinned": bool(deps_files),
"entry_points": entry_points[:5], "expected_results": expected, "env_spec": env_spec}
def assess_citation(files, readme):
"""Citation readiness: CITATION.cff / codemeta / zenodo + README bibtex."""
name_set = {(f or "") for f in files}
m = re.search(r"@(inproceedings|article|misc|book)\{[^}]+\}", readme or "", re.S | re.I)
return {"cff": "CITATION.cff" in name_set,
"codemeta": "codemeta.json" in name_set,
"zenodo": ".zenodo.json" in name_set,
"readme_bibtex": (m.group(0)[:200] if m else None)}
def extract_methods_frameworks(files, readme):
"""Infer methods + frameworks from filenames + README."""
text = " ".join(files) + " " + (readme or "")
frameworks = []
if re.search(r"\b(torch|pytorch|nn\.module)\b", text, re.I): frameworks.append("PyTorch")
if re.search(r"\b(tensorflow|tf\.|keras)\b", text, re.I): frameworks.append("TensorFlow")
if re.search(r"\b(jax|flax|haiku)\b", text, re.I): frameworks.append("JAX")
if re.search(r"\b(sklearn|scikit-learn)\b", text, re.I): frameworks.append("scikit-learn")
methods = []
for kw in ["attention", "transformer", "contrastive", "meta-learning", "federated",
"graph", "convolution", "resnet", "gan", "diffusion", "reinforcement",
"domain generalisation", "domain generalization"]:
if re.search(rf"\b{kw}", text, re.I):
methods.append(kw)
return {"methods": methods[:6],
"frameworks": frameworks or ["unknown (infer from filenames; verify imports)"]}
def _gitlink(*args):
"""Run gitlink-cli with json output; return parsed dict (UTF-8 safe)."""
r = subprocess.run(["gitlink-cli"] + list(args) + ["--format", "json"],
capture_output=True, text=True, encoding="utf-8", errors="replace", timeout=60)
raw = r.stdout
i = raw.find("{")
return json.loads(raw[i:]) if i >= 0 else {}
def fetch_readme(owner, repo):
d = _gitlink("file", "+get", "--owner", owner, "--repo", repo, "--path", "README.md")
ent = (d.get("data", {}) or {}).get("entries", {}) or {}
return ent.get("content", "") if isinstance(ent, dict) else ""
def fetch_file_list(owner, repo):
d = _gitlink("file", "+list", "--owner", owner, "--repo", repo)
fd = d.get("data", "[]")
if isinstance(fd, str):
fd = json.loads(fd)
return [f.get("name") for f in fd if isinstance(f, dict)] if isinstance(fd, list) else []
def fetch_repo_meta(owner, repo):
info = _gitlink("repo", "+info", "--owner", owner, "--repo", repo)
comm = _gitlink("commit", "+list", "--owner", owner, "--repo", repo, "--page", "1")
cd = comm.get("data", {})
cl = cd.get("commits") if isinstance(cd, dict) else None
head = (cl[0].get("sha") if cl and isinstance(cl, list) and cl else None)
d = info.get("data", {}) or {}
return {"identifier": d.get("identifier"), "license_id": d.get("license_id"),
"has_dataset": d.get("has_dataset"), "head_sha": head}
def main():
ap = argparse.ArgumentParser(description="gitlink-research-fair v2: research software X-ray")
ap.add_argument("--owner", required=True)
ap.add_argument("--repo", required=True)
args = ap.parse_args()
readme = fetch_readme(args.owner, args.repo)
files = fetch_file_list(args.owner, args.repo)
meta = fetch_repo_meta(args.owner, args.repo)
mf = extract_methods_frameworks(files, readme)
profile = {
"repo": f"{args.owner}/{args.repo}",
"head_sha": meta.get("head_sha"),
"paper": extract_paper(readme),
"datasets": extract_datasets(readme, files),
"repro": assess_repro(files, readme),
"citation": assess_citation(files, readme),
"methods": mf["methods"],
"frameworks": mf["frameworks"],
"license": {"file": any("LICENSE" in (f or "") for f in files),
"license_id": meta.get("license_id")},
"files_count": len(files),
}
json.dump(profile, sys.stdout, ensure_ascii=False, indent=2)
sys.stdout.write("\n")
if __name__ == "__main__":
main()

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# -*- coding: utf-8 -*-
"""Assert-based unit tests for fair.py pure extractors. Run: python test_fair.py"""
import sys, os
sys.path.insert(0, os.path.dirname(__file__))
from fair import extract_paper, extract_datasets, assess_repro, assess_citation, extract_methods_frameworks
SAMPLE_README = """# Feature_Critic
Demo code for 'Feature-Critic Networks for Heterogeneous Domain Generalisation'.
This paper is located at https://arxiv.org/abs/1901.11448 and will appear in ICML 2019.
Evaluated on PACS and Visual Decathlon.
@inproceedings{li2019feature,
title={Feature-Critic Networks},
booktitle={ICML}}
"""
SAMPLE_FILES = ["README.md", "main_Feature_Critic.py", "main_baseline.py", "model_PACS.py",
"alexnet.py", "resnet.py", "vggnet.py", "data_gen_PACS.py", "get_model_dataset.sh", "utils.py"]
def test_extract_paper():
p = extract_paper(SAMPLE_README)
assert p["arxiv_id"] == "1901.11448", p["arxiv_id"]
assert p["arxiv_url"] == "https://arxiv.org/abs/1901.11448"
assert p["venue"] == "ICML"
assert p["in_readme"] is True
print("test_extract_paper OK")
def test_extract_paper_none():
p = extract_paper("# Hello\nA normal project with no paper.")
assert p["in_readme"] in (False, True) # title-only may set in_readme; arxiv must be None
assert p["arxiv_id"] is None
print("test_extract_paper_none OK")
def test_extract_datasets():
ds = extract_datasets(SAMPLE_README, SAMPLE_FILES)
names = [d["name"] for d in ds]
assert "PACS" in names and "Visual Decathlon" in names
pacs = [d for d in ds if d["name"] == "PACS"][0]
assert pacs["download_script"] and "data_gen_PACS.py" in pacs["download_script"]
print("test_extract_datasets OK")
def test_assess_repro():
files = ["README.md", "main_Feature_Critic.py", "requirements.txt", "model_PACS.py"]
r = assess_repro(files, SAMPLE_README)
assert "requirements.txt" in r["deps_files"]
assert r["deps_pinned"] is True
assert "main_Feature_Critic.py" in r["entry_points"]
assert r["expected_results"] is False # SAMPLE_README has no accuracy/results table
print("test_assess_repro OK")
def test_assess_citation():
c = assess_citation(SAMPLE_FILES, SAMPLE_README)
assert c["cff"] is False and c["codemeta"] is False
assert c["readme_bibtex"] and "@inproceedings" in c["readme_bibtex"]
print("test_assess_citation OK")
def test_extract_methods_frameworks():
mf = extract_methods_frameworks(SAMPLE_FILES, SAMPLE_README)
assert "domain generalisation" in mf["methods"], mf["methods"] # SAMPLE_README 提到 Domain Generalisation
assert isinstance(mf["frameworks"], list)
print("test_extract_methods_frameworks OK")
def test_arxiv_validation():
p = extract_paper("see version 5184.0000 released")
assert p["arxiv_id"] is None, ("5184.0000 应被年份校验拒绝", p["arxiv_id"])
p2 = extract_paper("paper at https://arxiv.org/abs/1901.11448 ICML")
assert p2["arxiv_id"] == "1901.11448"
p3 = extract_paper("# MyRepo\njust a project")
assert p3["in_readme"] is False, ("H1 单独不应算论文证据", p3["in_readme"])
print("test_arxiv_validation OK")
def test_cpp_entry_detection():
r = assess_repro(["main.cpp", "Makefile", "utils.cpp"], "")
assert "main.cpp" in r["entry_points"], r["entry_points"]
assert "Makefile" in r["deps_files"], r["deps_files"]
print("test_cpp_entry_detection OK")
if __name__ == "__main__":
test_extract_paper(); test_extract_paper_none(); test_extract_datasets()
test_assess_repro(); test_assess_citation(); test_extract_methods_frameworks()
test_arxiv_validation(); test_cpp_entry_detection()
print("ALL TESTS PASSED")

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# gitlink-spark 参考文档
> SKILL.md 的深度参考缺口分类细则、GitHub 阈值、LLM prompt 模板、数据源实测、诚实边界。
## 一、缺口分类法细则
### 类型 A 有理论无实现
- 输入arXiv 论文方法 Mtitle + method_keywords
- GitLink 侧:`search +repos -k <M>` 命中数0 或极少,如 ≤2
- GitHub 侧:`total_count`(按 §二阈值分级)
- 判定为"缺口"条件GitLink ≤2 **且** GitHub < 50全球稀缺或新兴
### 类型 B 有需求无解答
- 输入:领域仓库的 open issue`issue +list`,排除关闭)
- LLM 筛"研究性痛点":含性能/可扩展性/新场景/新数据集,排除安装报错/使用咨询
- 判定GitLink 无现成实现解此痛点 **且** GitHub 无成熟开源方案
## 二、GitHub 全球对照阈值
| total_count | 分级 | 报告 |
|---|---|---|
| < 10 | 全球稀缺 | 高价值缺口 |
| 1050 | 新兴 | 中等缺口 |
| ≥ 50 | 已成熟 | **不报为空白**,列入"已诚实排除" |
spark.py 缓存 GitHub 结果(按 query key避免重复调用。
## 三、LLM 缺口匹配 prompt 模板
```
你是科研机会发现助手。下面是 spark.py 抓取的真实数据JSON
请跨"arXiv 论文 × GitLink 仓库/issues × GitHub 全球计数"找出语义缺口,输出机会报告。
规则:
1. 只输出可溯源到下列数据的缺口;每张缺口卡带"实证三件套"。
2. 类型A理论无实现论文 M 的 GitLink 命中≤2 且 GitHub total_count<50 才报
GitHub ≥50 的论文列入"已诚实排除",不报为空白。
3. 类型B需求无解答只挑研究性痛点 issue排除使用/安装类。
4. 每张卡给一句"机会建议"(主观),但证据必须客观可查。
5. 宁可少报,不误报。
数据:
{spark.py 的 JSON}
```
## 四、数据源实测结论2026-07-01
| 源 | 状态 | 备注 |
|---|---|---|
| arXiv API | ✅ 必须 HTTPS | HTTP 被沙箱阻断返回 0 字节 |
| gitlink-cli search +repos | ✅ | 用 identifier/关键词 |
| gitlink-cli issue +list | ✅ | 逐仓库,绕开 search+issues |
| gitlink-cli search +issues | ❌ 返回 HTML | 不可用,勿用 |
| GitHub Search API | ✅ | 未认证 10/minGITHUB_TOKEN 提额 |
| OpenAlex | ⚠ 间歇 503 | best-effort 富集,降级跳过 |
## 五、诚实边界
1. **GitLink 覆盖薄**:缺口卡明确标 "GitLink 0 / GitHub N"GitHub ≥50 不报为空白。
2. LLM 缺口必须可溯源实证三件套,否则丢弃。
3. arXiv 仅覆盖 CS/物理等,报告标注学科范围。
4. GitHub 未认证 10/minspark.py sleep 7s + 缓存;建议 demo 设 GITHUB_TOKEN。
5. "机会建议"为主观启发,标注"需研究者自行判断"。

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@ -1,132 +0,0 @@
---
name: gitlink-spark
version: 1.0.0
description: "文献-代码语义缺口挖掘机:给一个研究领域,跨 arXiv × GitLink × GitHub 三源挖'有理论无实现/有需求无解答'语义缺口,输出空白学术机会报告,可一键 fork+issue 起跑。当用户需要找研究点、发现论文-代码空白、科研选题启发时触发。"
metadata:
requires:
bins: ["gitlink-cli"]
cliHelp: "python skills/gitlink-spark/scripts/spark.py --help"
---
# gitlink-spark文献-代码语义缺口挖掘机)
**CRITICAL — 开始前必须先阅读 [`../gitlink-shared/SKILL.md`](../gitlink-shared/SKILL.md),其中包含认证、权限处理和 API 注意事项。**
**CRITICAL — 缺口由 LLM 推断,但每条必须带实证三件套(论文 id / GitLink 查询+命中数 / GitHub total_count无实证的缺口必须丢弃。**
**CRITICAL — 起跑fork+issue默认预览确认绝不自动 merge、绝不 force-push、绝不碰原仓库。**
**CRITICAL — GitLink 操作只能用 `gitlink-cli`。禁止用 `gh`。**
> **前置条件:** 先阅读 [`../gitlink-shared/SKILL.md`](../gitlink-shared/SKILL.md)缺口分类法、GitHub 阈值、LLM prompt 模板见 [`REFERENCE.md`](REFERENCE.md)。
## 概述
给一个研究领域,跨 **arXiv学术× GitLink中文生态× GitHub全球** 三源挖两类语义缺口,输出**空白学术机会报告**。`scripts/spark.py` 抓真实数据JSONLLM 做语义匹配并附实证三件套。与 `gitlink-research-fair`(评估已有)组成"科研辅助双联装"——本 skill 负责**发现空白**。
## 命令接口
数据融合脚本(可独立运行):
```bash
python skills/gitlink-spark/scripts/spark.py --field "图神经网络" [--max-papers 10] [--gap-type both|theory|demand] [--github-token $GITHUB_TOKEN]
# → stdout: 融合 JSON {papers, gitlink_repos, gitlink_issues, github_counts}
```
skill 约定参数(非 CLI flag
| 参数 | 默认 | 说明 |
|------|------|------|
| `--field` | 必填 | 研究领域 |
| `--gap-type` | `both` | `theory` / `demand` / `both` |
| `--max-papers` | 10 | arXiv 抓取上限(控 GitHub 调用) |
| `--auto` | 关 | 跳过预览直接起跑(仍受护栏) |
| `--no-fork` | 关 | 只出报告,不起跑 |
## 管道4 阶段)
### ① 学术采
`spark.py` 调 arXiv HTTPS API 抓领域近 90 天论文(标题/摘要/arxiv id/方法关键词)
### ② GitLink 采
`spark.py``gitlink-cli search +repos` 抓领域仓库;对每个仓库 `issue +list --state open` 抓 open issue**不用 search +issues**,它返回 HTML
### ③ 全球对照
`spark.py` 调 GitHub Search API 对每个论文方法查 `total_count` + Top3 仓库(限流+缓存)
### ④ 缺口匹配LLM+ 报告落盘 + 起跑
读 spark.py 的 JSON → 语义匹配两类缺口(每张带实证三件套)→ 渲染机会报告。
**始终保存为本地文件** `report-cards/spark-<field>-report.md`cwd 下,含哨兵)——机会报告无论是否起跑都**必须落盘,绝不只在终端输出**。
可选fork+issue 起跑:见下方"起跑动作"。
## 两类缺口 + 实证三件套(信服核心)
每张缺口卡**必须**带齐三件套,否则丢弃(防 LLM 编造):
### 类型 A有理论无实现paper → code gap
- **三件套**:① 论文 arxiv id + 标题 + 发表日期 ② GitLink 搜索查询串 + 命中数0/极少) ③ GitHub total_count + Top 仓库
- LLM 判定:论文提出方法 MGitLink 实现 0/极少GitHub 按下方阈值分级
### 类型 B有需求无解答open issue → applied gap
- **三件套**:① issue URL + 主题 + 讨论人数/状态 ② GitLink 无现成实现解此痛点 ③ GitHub 是否有成熟开源解
- 降噪LLM 只挑"研究性痛点"(性能/可扩展/新场景),排除"安装报错"等使用问题
## GitHub 全球对照阈值(诚实核心,硬需求)
防止"GitLink 0 ≠ 全球空白"误导。对每个"理论无实现"候选按 GitHub total_count 分级:
| GitHub total_count | 分级 | 报告行为 |
|--------------------|------|----------|
| `< 10` | 全球稀缺(真空白) | 报为高价值缺口 |
| `1050` | 新兴(部分空白) | 报为中等缺口("GitLink 空白,全球新兴" |
| `≥ 50` | 全球已成熟 | **不报为空白**,列入"✅ 已诚实排除" |
宁可少报,不误报机会。
## 机会报告格式hero
````markdown
⚡ **gitlink-spark 机会报告:<field>**
学术采arXiv 近 90 天 N 篇 GitLink 仓库 M 个 GitHub 全球基线已对照
生成时间YYYY-MM-DD
### 🧩 缺口 1 · 有理论无实现 [全球稀缺·高价值]
**论文**[arxiv:<id>] "<title>" (<date>)
**方法关键词**<...>
**GitLink**search "<query>" → **0 命中**(查询串留底)
**GitHub 全球**total_count = **N**Top: <repo> <stars>⭐)→ 稀缺
**机会建议**<LLM 一句话>
**起跑**[按钮] fork 基准 <repo> → 创建 issue 粘论文伪代码
### 🧩 缺口 2 · 有需求无解答 [应用机会]
**Issue**<repo>#<n> "<subject>"N 人讨论, open
**痛点**<LLM 归纳>
**GitLink / GitHub**:均无成熟解
**机会建议**<LLM 一句话>
### ✅ 已诚实排除(非空白)
- 论文 YGitLink 虽 0但 GitHub 已 N 个 → 全球已成熟,不报
---
<!-- gitlink-spark v1 | field:<field> | gaps:<N> | date:<YYYY-MM-DD> -->
*由 gitlink-spark skill 生成。*
````
## 起跑动作 + 护栏
选定一张"理论无实现"缺口卡 → 确认 →
1. `gitlink-cli repo +fork` 最近基准GitHub Top 仓库或 GitLink 最近实现)
2. LLM 从 arXiv 论文抓 Algorithm/Pseudocode 节
3. `gitlink-cli issue +create` 在 fork 建复现 todo issuebody 粘伪代码 + 报告卡摘要)
**护栏**:默认预览;`--auto` 跳过但**永不 force-push、永不碰原仓库、永不自动 merge**`--no-fork` 报告已落盘(④),不起跑。
## 错误处理与降级
| 情况 | 处理 |
|------|------|
| arXiv 空/超时 | HTTPS 重试;仍空降级用既有论文 |
| `search +issues` 返回 HTML | 不用,改逐仓库 `issue +list` |
| GitHub 未认证限流(10/min) | spark.py sleep ~7s建议设 `GITHUB_TOKEN` |
| GitHub 查询失败 | 该论文标"对照失败",不进缺口判定 |
| OpenAlex 503 | 跳过引用富集 |
| LLM 缺口无三件套 | 置信度门控丢弃 |
| fork/issue 起跑失败 | 报告已在 ④ 落盘,告知路径;另输出 fork 目标 + 伪代码文本供手动起跑 |

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@ -1,79 +0,0 @@
# 示例gitlink-spark GNN 缺口挖掘(真实数据)
> 基于 `python spark.py --field "graph neural network" --max-papers 8 --gap-type both` 于 2026-07-06 实跑。
> 一个"文献-代码语义缺口挖掘机"在 GNN 领域跑出真实研究机会。
---
## Step 1数据采集真实
| 源 | 结果 |
|---|---|
| arXivabs:"graph neural network",近期) | 8 篇 |
| GitLink 仓库search +repos | 20 个(多为通用 graph/networkGNN 专项如 `leejt/GraphGallery` 需定向) |
| GitLink open issues定向 GraphGallery | 5 条"图神经网络模型论文复现"请求 |
| GitHub 全球对照 | 每篇论文方法 total_count |
采集命令:
```bash
python skills/gitlink-spark/scripts/spark.py --field "graph neural network" --max-papers 8 --gap-type both
```
## Step 2机会报告真实全文
````markdown
⚡ **gitlink-spark 机会报告:图神经网络**
学术采arXiv 近期 8 篇 GitLink 仓库 20 个(+ 定向 GraphGallery GitHub 全球基线已对照
生成时间2026-07-06
### 🧩 缺口 1 · 有理论无实现 [全球稀缺·高价值]
**论文**[arxiv:2607.02063] "SA-HGNN: Sample-Adaptive Hyperbolic Graph Neural Networks"
**方法关键词**sample-adaptive, hyperbolic
**GitLink**search "hyperbolic graph neural network" → **0 命中**20 仓库无一实现双曲 GNN
**GitHub 全球**total_count = **0**"sample-adaptive hyperbolic")→ 全球稀缺
**机会建议**GitLink 生态空白 × 全球稀缺 → 复现并开源到 GitLink易成本平台首个双曲 GNN 实现
**起跑**:✅ `caoweiqiong/GraphGallery#1`(已 fork GraphGallery 基准 + 建复现 todo
### 🧩 缺口 2 · 有理论无实现 [新兴·中等价值]
**论文**[arxiv:2607.00671] "Multi-Label Node Classification with Label Influence"
**方法关键词**multi-label, node, classification
**GitLink**0 专项实现
**GitHub 全球**total_count = **16** → 新兴1050 tier
**机会建议**全球新兴方向GitLink 空白 → 可做中文生态较早的完整实现
### 🧩 缺口 3 · 有需求无解答 [应用机会]
**Issue**`leejt/GraphGallery#1` "图神经网络模型论文复现:节点分类任务" · `#2` 链路预测 · `#3` 节点嵌入(共 5 条 open均为复现请求状态"新增",讨论 0 人)
**痛点**GraphGallery 用户在 GitLink 上明确请求 GNN 多任务论文复现(节点分类 / 链路预测 / 嵌入),现有框架未覆盖这些专项
**GitLink / GitHub**GraphGallery 提供框架但无这些专项复现GitHub 零散有
**机会建议**:针对 GitLink 用户实际复现需求,补齐节点分类 / 链路预测论文复现专题
### ✅ 已诚实排除(非空白)
- **Graph Attention Network (GAT)**GitHub total_count = **1543**(含 PetarV-/GAT 3534⭐→ 全球已成熟,**不报为空白**
- 本轮 8 篇 arXiv 论文中 **3 篇离题**Cayley 图数学 / WavePID 中微子物理 / EO-Agents LLM—— arXiv 宽泛匹配所致,已过滤不计入
---
<!-- gitlink-spark v1 | field:图神经网络 | gaps:3 | date:2026-07-06 -->
*由 gitlink-spark skill 生成。*
````
## Step 3起跑真实闭环 ✅)
选定缺口 1SA-HGNN全球稀缺起跑
```bash
gitlink-cli repo +fork --owner leejt --repo GraphGallery # → caoweiqiong/GraphGallery
gitlink-cli issue +create --owner caoweiqiong --repo GraphGallery \
--title "Reproduction todo: SA-HGNN (Sample-Adaptive Hyperbolic GNN) [gitlink-spark 起跑]" \
--body "<缺口三件套 + 复现计划 + 论文 arxiv 链接>"
```
**issue**`caoweiqiong/GraphGallery#1`fork 基准 + 复现 todo含 SA-HGNN 论文方法 + 基于 GraphGallery 的复现步骤)
## Step 4关键结论
1. **三源融合真实可跑**arXiv8 篇)× GitLink20 仓库 + 定向 GraphGallery× GitHub每方法 total_count
2. **GitHub 阈值生效(诚实核心)**GAT(1543) → 已诚实排除SA-HGNN(0) → 高价值缺口Multi-Label Node Cls(16) → 新兴。三级分明。
3. **离题论文诚实过滤**arXiv 宽泛匹配混入 3 篇非 GNN数学/物理/LLM报告明示排除不滥竽充数。
4. **demand 侧诚实降级**spark.py 自动扫描的 20 个 GitLink 仓库多为通用 graph/network、0 研究 issue定向 GraphGallery 发现真实复现需求5 条)。报告如实标注"自动 0 / 定向发现"。
5. **起跑闭环对称 fair**fair 给已有仓库开修复 PRspark 给缺口方向 fork 基准 + 复现 todo issue——都是"诊断→行动"闭环。
6. **每条缺口可溯源**到 spark.py 的 JSONarxiv id / 查询串 / total_count 全可查)。
```

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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""gitlink-spark data fusion: arXiv x GitLink x GitHub -> JSON on stdout. Stdlib only."""
import argparse, json, os, sys, time, subprocess, urllib.request, urllib.parse, re
from xml.etree import ElementTree as ET
ARXIV_ENDPOINT = "https://export.arxiv.org/api/query"
GITHUB_ENDPOINT = "https://api.github.com/search/repositories"
_NS = {"a": "http://www.w3.org/2005/Atom"}
def parse_arxiv_atom(xml_text):
"""Parse arXiv Atom feed -> list of {arxiv_id, title, abstract, published}."""
root = ET.fromstring(xml_text)
papers = []
for e in root.findall("a:entry", _NS):
aid = (e.find("a:id", _NS).text or "").strip().split("/")[-1]
title = re.sub(r"\s+", " ", (e.find("a:title", _NS).text or "").strip())
summary = re.sub(r"\s+", " ", (e.find("a:summary", _NS).text or "").strip())
pub = (e.find("a:published", _NS).text or "")[:10]
papers.append({"arxiv_id": aid, "title": title, "abstract": summary, "published": pub})
return papers
def parse_github_search(json_text):
"""Parse GitHub search JSON -> {total_count, top:[{full_name, stars}]}."""
d = json.loads(json_text)
return {
"total_count": d.get("total_count", 0),
"top": [{"full_name": r.get("full_name"), "stars": r.get("stargazers_count")}
for r in (d.get("items") or [])[:3]],
}
def extract_method_keywords(title, abstract, max_k=5):
"""Crude keyword extraction for GitHub/arXiv query."""
text = (title + " " + abstract).lower()
stop = {"the", "a", "an", "of", "for", "and", "to", "in", "on", "with", "via",
"based", "using", "by", "from", "as", "is", "are", "we", "our", "this",
"that", "propose", "proposed", "paper", "method", "approach", "novel", "new"}
tokens = re.findall(r"[a-z][a-z0-9-]+", text)
seen = set(); out = []
for t in tokens:
if t in stop or len(t) < 3 or t in seen:
continue
seen.add(t); out.append(t)
if len(out) >= max_k:
break
return out
def fetch_arxiv(field, max_papers=10):
"""Search arXiv (HTTPS) for recent papers in field. Returns list of paper dicts."""
q = urllib.parse.quote(f'abs:"{field}"')
url = (f"{ARXIV_ENDPOINT}?search_query={q}&max_results={max_papers}"
f"&sortBy=submittedDate&sortOrder=descending")
with urllib.request.urlopen(url, timeout=30) as r:
papers = parse_arxiv_atom(r.read().decode("utf-8", "replace"))
for p in papers:
p["method_keywords"] = extract_method_keywords(p["title"], p["abstract"])
return papers
def _gitlink(*args):
"""Run gitlink-cli with json output; return parsed dict (UTF-8 safe)."""
r = subprocess.run(["gitlink-cli"] + list(args) + ["--format", "json"],
capture_output=True, text=True, encoding="utf-8",
errors="replace", timeout=60)
raw = r.stdout
i = raw.find("{")
return json.loads(raw[i:]) if i >= 0 else {}
def fetch_gitlink_repos(field):
"""gitlink-cli search +repos -> list of {owner, repo(identifier), name, desc, topics}."""
d = _gitlink("search", "+repos", "-k", field)
projs = d.get("data", {}).get("projects", []) or []
out = []
for p in projs:
out.append({
"owner": (p.get("author") or {}).get("login"),
"repo": p.get("identifier"),
"name": p.get("name"),
"desc": p.get("description"),
"topics": [t.get("name") if isinstance(t, dict) else t for t in (p.get("topics") or [])],
})
return out
def fetch_gitlink_issues(repos, max_per_repo=10):
"""Per-repo issue +list (open) -> list of {repo, number, subject, status, participants}.
Works around search +issues returning HTML."""
out = []
for r in repos:
if not (r.get("owner") and r.get("repo")):
continue
d = _gitlink("issue", "+list", "--owner", r["owner"], "--repo", r["repo"], "--state", "open")
data = d.get("data", {}) or {}
issues = data.get("issues") or []
for it in issues[:max_per_repo]:
st = (it.get("status") or {})
if st.get("name") == "关闭":
continue
out.append({
"repo": f'{r["owner"]}/{r["repo"]}',
"number": it.get("project_issues_index") or it.get("number"),
"subject": it.get("subject"),
"status": st.get("name"),
"participants": it.get("participants_count") or 0,
})
return out
_GH_CACHE = {}
def fetch_github_count(query, token=None, throttle=True):
"""GitHub search total_count + top3 for a query. Caches + throttles (10/min unauth)."""
if query in _GH_CACHE:
return _GH_CACHE[query]
url = f"{GITHUB_ENDPOINT}?q={urllib.parse.quote(query)}&per_page=3&sort=stars"
req = urllib.request.Request(url, headers={"Accept": "application/vnd.github+json",
"User-Agent": "gitlink-spark/1.0"})
if token:
req.add_header("Authorization", f"Bearer {token}")
try:
with urllib.request.urlopen(req, timeout=25) as r:
res = parse_github_search(r.read().decode("utf-8", "replace"))
except Exception as e:
res = {"total_count": None, "top": [], "error": str(e)[:80]}
if throttle and not token:
time.sleep(7) # unauthenticated = 10 req/min
_GH_CACHE[query] = res
return res
def main():
ap = argparse.ArgumentParser(description="gitlink-spark data fusion")
ap.add_argument("--field", required=True)
ap.add_argument("--max-papers", type=int, default=10)
ap.add_argument("--gap-type", default="both", choices=["both", "theory", "demand"])
ap.add_argument("--github-token", default=os.environ.get("GITHUB_TOKEN"))
args = ap.parse_args()
papers = fetch_arxiv(args.field, args.max_papers)
grepos = fetch_gitlink_repos(args.field)
gissues = fetch_gitlink_issues(grepos) if args.gap_type in ("both", "demand") else []
gh_counts = {}
if args.gap_type in ("both", "theory"):
for p in papers:
mk = p.get("method_keywords") or []
q = " ".join(mk[:3]) if mk else p["title"][:40] # method keywords = implementation prevalence (NOT exact-title)
gh_counts[q] = fetch_github_count(q, args.github_token)
out = {
"field": args.field,
"papers": papers,
"gitlink_repos": grepos,
"gitlink_issues": gissues,
"github_counts": gh_counts,
}
json.dump(out, sys.stdout, ensure_ascii=False, indent=2)
sys.stdout.write("\n")
if __name__ == "__main__":
main()

View File

@ -1,51 +0,0 @@
# -*- coding: utf-8 -*-
"""Assert-based unit tests for spark.py pure parsers. Run: python test_spark.py"""
import sys, os
sys.path.insert(0, os.path.dirname(__file__))
from spark import parse_arxiv_atom, parse_github_search, extract_method_keywords
SAMPLE_ARXIV = """<?xml version="1.0" encoding="UTF-8"?>
<feed xmlns="http://www.w3.org/2005/Atom">
<entry>
<id>http://arxiv.org/abs/2403.12345v1</id>
<title>Graph Attention Networks with Sparse Transformers</title>
<summary>We propose a new graph attention mechanism using sparse attention.</summary>
<published>2024-03-15T00:00:00Z</published>
</entry>
<entry>
<id>http://arxiv.org/abs/2404.99999v2</id>
<title>Federated Learning on Heterogeneous Graphs</title>
<summary>A federated approach for heterogeneous graph neural networks.</summary>
<published>2024-04-20T00:00:00Z</published>
</entry>
</feed>"""
def test_parse_arxiv_atom():
papers = parse_arxiv_atom(SAMPLE_ARXIV)
assert len(papers) == 2, f"expected 2 papers, got {len(papers)}"
assert papers[0]["arxiv_id"] == "2403.12345v1", papers[0]["arxiv_id"]
assert "Graph Attention" in papers[0]["title"]
assert papers[0]["published"] == "2024-03-15"
assert "sparse" in papers[0]["abstract"].lower()
print("test_parse_arxiv_atom OK")
def test_parse_github_search():
import json as _j
sample = _j.dumps({"total_count": 1543, "items": [{"full_name": "a/b", "stargazers_count": 3534}]})
res = parse_github_search(sample)
assert res["total_count"] == 1543
assert res["top"][0]["full_name"] == "a/b"
assert res["top"][0]["stars"] == 3534
print("test_parse_github_search OK")
def test_extract_method_keywords():
kws = extract_method_keywords("Graph Attention Networks", "We propose a sparse attention mechanism for graphs.", max_k=5)
assert "graph" in kws and "attention" in kws
assert "propose" not in kws # 'propose' is in the stop set, filtered out
print("test_extract_method_keywords OK")
if __name__ == "__main__":
test_parse_arxiv_atom()
test_parse_github_search()
test_extract_method_keywords()
print("ALL TESTS PASSED")

View File

@ -27,8 +27,7 @@ metadata:
> - Issue 智能分拣 → [`../gitlink-triage/SKILL.md`](../gitlink-triage/SKILL.md)
> - Release Notes 生成 → [`../gitlink-changelog/SKILL.md`](../gitlink-changelog/SKILL.md)
> - 项目健康报告 → [`../gitlink-health/SKILL.md`](../gitlink-health/SKILL.md)
> - 科研软件 X 光fair v2 → [`../gitlink-research-fair/SKILL.md`](../gitlink-research-fair/SKILL.md)
> - 文献-代码缺口挖掘(科研选题) → [`../gitlink-spark/SKILL.md`](../gitlink-spark/SKILL.md)
> - 科研软件 FAIR 体检 → [`../gitlink-research-fair/SKILL.md`](../gitlink-research-fair/SKILL.md)
## 工作流 1PR 全流程

BIN
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632
任务A-组长.md Normal file
View File

@ -0,0 +1,632 @@
# 任务 A — commit Shortcut + 展示工程
> 你是组长。本任务包含两部分:**新增 commit Shortcut**4个命令+ **搭建功能展示网页**
> 已有人帮你完成了 milestone/webhook/label 三个模块共16个命令你需要在此基础上继续开发。
---
## 项目信息
- **仓库地址**https://gitlink.org.cn/chroe/gitlink-cli
- **克隆**`git clone https://gitlink.org.cn/chroe/gitlink-cli.git`
- **Go 版本**1.26+(安装:`winget install GoLang.Go`,装完后重启终端)
- **设置国内代理**(必须,否则下不了依赖):`go env -w GOPROXY=https://goproxy.cn,direct`
- **构建**`go build -o gitlink-cli.exe .`
- **运行测试**`go test ./... -v`
- **GitLink Token**`7f1586abeacdf7dd9ad488d38bf09d5d08359642`
- **ECS 服务器**39.108.139.73,用户 root密码 Wyj051019
---
## 第一部分:新增 commit Shortcut
### 要创建的文件
```
shortcuts/commit/commit.go # 4个命令
shortcuts/commit/commit_test.go # 单元测试
```
### 要修改的文件
```
shortcuts/register.go # 注册 commit 分组
```
### commit.go 完整代码
`shortcuts/commit/` 目录下创建 `commit.go`,内容如下:
```go
package commit
import (
"fmt"
"net/url"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
)
func Shortcuts() []*common.Shortcut {
return []*common.Shortcut{
{
Name: "list",
Description: "List commits in a repository",
Flags: []common.Flag{
{Name: "sha", Short: "s", Usage: "Branch, tag, or commit SHA"},
{Name: "page", Short: "p", Usage: "Page number", Default: "1"},
{Name: "limit", Short: "l", Usage: "Items per page", Default: "20"},
},
Run: func(ctx *common.RuntimeContext) error {
if err := ctx.ResolveOwnerRepo(); err != nil {
return err
}
q := url.Values{}
q.Set("page", ctx.Arg("page"))
q.Set("limit", ctx.Arg("limit"))
if sha := ctx.Arg("sha"); sha != "" {
q.Set("sha", sha)
}
env, err := ctx.CallAPIWithQuery("GET", fmt.Sprintf("/v1/%s/%s/commits", ctx.Owner, ctx.Repo), q)
if err != nil {
return err
}
return ctx.Output(env)
},
},
{
Name: "view",
Description: "View files changed in a commit",
Flags: []common.Flag{
{Name: "sha", Short: "s", Usage: "Commit SHA", Required: true},
{Name: "page", Short: "p", Usage: "Page number", Default: "1"},
{Name: "limit", Short: "l", Usage: "Items per page", Default: "20"},
},
Run: func(ctx *common.RuntimeContext) error {
if err := ctx.ResolveOwnerRepo(); err != nil {
return err
}
sha, err := ctx.RequireArg("sha")
if err != nil {
return err
}
q := url.Values{}
q.Set("page", ctx.Arg("page"))
q.Set("limit", ctx.Arg("limit"))
env, err := ctx.CallAPIWithQuery("GET", fmt.Sprintf("/v1/%s/%s/commits/%s/files", ctx.Owner, ctx.Repo, sha), q)
if err != nil {
return err
}
return ctx.Output(env)
},
},
{
Name: "diff",
Description: "Show diff for a commit",
Flags: []common.Flag{
{Name: "sha", Short: "s", Usage: "Commit SHA", Required: true},
},
Run: func(ctx *common.RuntimeContext) error {
if err := ctx.ResolveOwnerRepo(); err != nil {
return err
}
sha, err := ctx.RequireArg("sha")
if err != nil {
return err
}
env, err := ctx.CallAPI("GET", fmt.Sprintf("/v1/%s/%s/commits/%s/diff", ctx.Owner, ctx.Repo, sha), nil)
if err != nil {
return err
}
return ctx.Output(env)
},
},
{
Name: "blame",
Description: "Show blame for a file",
Flags: []common.Flag{
{Name: "path", Short: "p", Usage: "File path", Required: true},
{Name: "sha", Short: "s", Usage: "Branch, tag, or commit SHA", Default: "master"},
},
Run: func(ctx *common.RuntimeContext) error {
if err := ctx.ResolveOwnerRepo(); err != nil {
return err
}
filePath, err := ctx.RequireArg("path")
if err != nil {
return err
}
q := url.Values{}
q.Set("filepath", filePath)
q.Set("sha", ctx.Arg("sha"))
env, err := ctx.CallAPIWithQuery("GET", fmt.Sprintf("/v1/%s/%s/blame", ctx.Owner, ctx.Repo), q)
if err != nil {
return err
}
return ctx.Output(env)
},
},
}
}
```
### commit_test.go 完整代码
```go
package commit
import (
"encoding/json"
"fmt"
"net/http"
"net/http/httptest"
"testing"
"github.com/gitlink-org/gitlink-cli/internal/client"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
)
func TestCommitList(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.Method != "GET" || r.URL.Path != "/v1/owner/repo/commits.json" {
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}
writeJSON(t, w, map[string]interface{}{
"total_count": 1,
"commits": []map[string]interface{}{
{"sha": "abc123", "commit_message": "initial commit"},
},
})
}))
defer server.Close()
err := runCommitShortcut(t, server, "list", map[string]string{})
if err != nil {
t.Fatalf("list shortcut failed: %v", err)
}
}
func TestCommitView(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.Method == "GET" && r.URL.Path == "/v1/owner/repo/commits/abc123/files.json" {
writeJSON(t, w, map[string]interface{}{
"file_nums": 1,
"files": []map[string]interface{}{
{"filename": "main.go", "additions": 10, "deletions": 2},
},
})
return
}
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}))
defer server.Close()
err := runCommitShortcut(t, server, "view", map[string]string{"sha": "abc123"})
if err != nil {
t.Fatalf("view shortcut failed: %v", err)
}
}
func TestCommitDiff(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.Method == "GET" && r.URL.Path == "/v1/owner/repo/commits/abc123/diff.json" {
writeJSON(t, w, map[string]interface{}{
"file_nums": 1,
"total_addition": 10,
"total_deletion": 2,
"files": []map[string]interface{}{{"name": "main.go"}},
})
return
}
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}))
defer server.Close()
err := runCommitShortcut(t, server, "diff", map[string]string{"sha": "abc123"})
if err != nil {
t.Fatalf("diff shortcut failed: %v", err)
}
}
func TestCommitBlame(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.Method == "GET" && r.URL.Path == "/v1/owner/repo/blame.json" {
if r.URL.Query().Get("filepath") != "main.go" {
t.Fatalf("expected filepath=main.go, got %s", r.URL.Query().Get("filepath"))
}
writeJSON(t, w, map[string]interface{}{
"file_name": "main.go",
"num_lines": 20,
})
return
}
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}))
defer server.Close()
err := runCommitShortcut(t, server, "blame", map[string]string{"path": "main.go"})
if err != nil {
t.Fatalf("blame shortcut failed: %v", err)
}
}
func runCommitShortcut(t *testing.T, server *httptest.Server, name string, args map[string]string) error {
t.Helper()
shortcut := findCommitShortcut(t, name)
ctx := &common.RuntimeContext{
Client: &client.Client{
HTTP: server.Client(),
BaseURL: server.URL,
},
Owner: "owner",
Repo: "repo",
Format: "json",
Args: args,
}
return shortcut.Run(ctx)
}
func findCommitShortcut(t *testing.T, name string) *common.Shortcut {
t.Helper()
for _, s := range Shortcuts() {
if s.Name == name {
return s
}
}
t.Fatalf("shortcut %q not found", name)
return nil
}
func writeJSON(t *testing.T, w http.ResponseWriter, payload interface{}) {
t.Helper()
w.Header().Set("Content-Type", "application/json")
if err := json.NewEncoder(w).Encode(payload); err != nil {
t.Fatalf("failed to write response: %v", err)
}
}
func assertEqual(t *testing.T, got, want interface{}) {
t.Helper()
if fmt.Sprintf("%v", got) != fmt.Sprintf("%v", want) {
t.Fatalf("got %v (%T), want %v (%T)", got, got, want, want)
}
}
```
### 修改 register.go
`shortcuts/register.go` 中做两处修改:
**1. 增加 import在已有 import 块中加一行):**
在 import 块中加入:
```go
"github.com/gitlink-org/gitlink-cli/shortcuts/commit"
```
**2. 在 groups map 中增加一行:**
```go
"commit": commit.Shortcuts(),
```
**3. 在 descriptions map 中增加一行:**
```go
"commit": "Commit operations",
```
### 验证步骤
```bash
# 1. 运行测试
go test ./shortcuts/commit/ -v
# 2. 构建
go build -o gitlink-cli.exe .
# 3. 用真实 API 测试
export GITLINK_TOKEN=7f1586abeacdf7dd9ad488d38bf09d5d08359642
# 列出提交
./gitlink-cli.exe commit +list --owner chroe --repo gitlink_help_center
# 查看某个提交的文件变更(用上面返回的 sha
./gitlink-cli.exe commit +view --owner chroe --repo gitlink_help_center --sha <某个sha>
# 查看 diff
./gitlink-cli.exe commit +diff --owner chroe --repo gitlink_help_center --sha <某个sha>
# 查看 blame
./gitlink-cli.exe commit +blame --owner chroe --repo gitlink_help_center --path README.md
```
---
## 第二部分:搭建功能展示网页
### 目标
在 ECS 服务器39.108.139.73)上部署一个 Web 页面,展示你们组的全部新增功能。
### 展示页内容
创建一个 HTML 文件,包含以下内容:
1. **项目标题**gitlink-cli 功能增强 — 软件演化课程实践
2. **团队信息**3人各自负责的模块
3. **新增功能总览表**
| 模块 | 命令数 | 负责人 | 新增命令 |
|------|--------|--------|----------|
| milestone | 6 | 组长 | list, view, create, update, close, delete |
| webhook | 6 | 组长 | list, create, view, update, delete, test |
| label | 4 | 组长 | list, create, update, delete |
| commit | 4 | 组长 | list, view, diff, blame |
| file | 5 | 同学B | get, tree, create, update, delete |
| member | 4 | 同学B | list, add, remove, update |
| watch/star | 5 | 同学B | watch, unwatch, star, unstar, stars |
| batch增强 | 4 | 同学C | batch-label, batch-milestone, batch-close增强, batch-assign |
| 全局优化 | — | 同学C | table输出格式、错误提示、测试补全 |
4. **命令数对比**:原 40+ 命令 → 新 70+ 命令(用大字体突出)
5. **架构图**:三层架构 Shortcuts → Raw API → Config简单文字图即可
6. **实际运行截图**:每个模块截一张终端运行图
7. **测试覆盖率**31+ 单元测试全通过
### 部署方式
跟基础任务一样,用 Docker + Nginx 部署到 ECS
```bash
# SSH 到服务器
ssh root@39.108.139.73
# 创建展示目录
mkdir -p /opt/showcase
```
把 HTML 文件放到 `/opt/showcase/index.html`,然后用 Nginx 配置一个端口(比如 8080指向这个目录。
或者更简单:直接写一个 Docker 容器跑 Nginx
```dockerfile
FROM nginx:alpine
COPY index.html /usr/share/nginx/html/index.html
EXPOSE 8080
```
```bash
docker build -t showcase .
docker run -d -p 8080:80 --name showcase showcase
```
### HTML 模板
```html
<!DOCTYPE html>
<html lang="zh-CN">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>gitlink-cli 功能增强展示</title>
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif; background: #0d1117; color: #c9d1d9; line-height: 1.6; }
.container { max-width: 960px; margin: 0 auto; padding: 40px 20px; }
h1 { font-size: 2em; color: #58a6ff; margin-bottom: 8px; }
h2 { font-size: 1.4em; color: #79c0ff; margin: 32px 0 16px; border-bottom: 1px solid #21262d; padding-bottom: 8px; }
.subtitle { color: #8b949e; margin-bottom: 32px; }
.stats { display: flex; gap: 24px; margin: 24px 0; }
.stat { background: #161b22; border: 1px solid #30363d; border-radius: 8px; padding: 20px 32px; text-align: center; }
.stat .number { font-size: 2.4em; font-weight: bold; color: #58a6ff; }
.stat .label { color: #8b949e; font-size: 0.9em; }
table { width: 100%; border-collapse: collapse; margin: 16px 0; }
th, td { padding: 10px 14px; text-align: left; border-bottom: 1px solid #21262d; }
th { background: #161b22; color: #79c0ff; }
tr:hover { background: #161b22; }
.tag { display: inline-block; background: #1f6feb33; color: #58a6ff; padding: 2px 8px; border-radius: 12px; font-size: 0.85em; margin: 2px; }
.person { color: #f0883e; font-weight: 500; }
code { background: #161b22; padding: 2px 6px; border-radius: 4px; font-size: 0.9em; color: #e6edf3; }
pre { background: #161b22; border: 1px solid #30363d; border-radius: 8px; padding: 16px; overflow-x: auto; margin: 12px 0; }
.arch { text-align: center; margin: 20px 0; font-family: monospace; color: #79c0ff; }
.arch span { color: #f0883e; }
.team { display: flex; gap: 16px; margin: 16px 0; }
.member { background: #161b22; border: 1px solid #30363d; border-radius: 8px; padding: 16px; flex: 1; }
.member .name { font-weight: bold; color: #f0883e; margin-bottom: 4px; }
.member .modules { color: #8b949e; font-size: 0.9em; }
.screenshot { background: #161b22; border: 1px solid #30363d; border-radius: 8px; padding: 16px; margin: 12px 0; }
.screenshot h4 { color: #79c0ff; margin-bottom: 8px; }
.screenshot pre { margin: 0; }
</style>
</head>
<body>
<div class="container">
<h1>gitlink-cli 功能增强</h1>
<p class="subtitle">软件演化与运维 课程实践 — 进阶任务子任务一</p>
<div class="stats">
<div class="stat">
<div class="number">40+</div>
<div class="label">原有命令</div>
</div>
<div class="stat">
<div class="number"></div>
<div class="label"></div>
</div>
<div class="stat">
<div class="number">70+</div>
<div class="label">新增后命令</div>
</div>
<div class="stat">
<div class="number">12</div>
<div class="label">Shortcut 分组</div>
</div>
</div>
<h2>团队分工</h2>
<div class="team">
<div class="member">
<div class="name">组长 — milestone / webhook / label / commit + 展示工程</div>
<div class="modules">milestone (6命令)、webhook (6命令)、label (4命令)、commit (4命令) + Web展示页 + GitLink流水线</div>
</div>
<div class="member">
<div class="name">同学B — file / member / watch&star</div>
<div class="modules">file (5命令)、member (4命令)、watch/star (5命令)</div>
</div>
<div class="member">
<div class="name">同学C — 批量操作 + 全局优化</div>
<div class="modules">batch增强 (4命令)、table输出格式、错误提示优化、测试补全</div>
</div>
</div>
<h2>架构设计</h2>
<div class="arch">
<pre>
┌─────────────────────────────────────────────────┐
<span>Shortcuts Layer</span> (人/AI 友好) │
│ milestone · webhook · label · commit · file · │
│ member · watch · star · batch · ... │
├─────────────────────────────────────────────────┤
<span>Raw API Layer</span> (全覆盖) │
│ gitlink-cli api GET /v1/{owner}/{repo}/... │
├─────────────────────────────────────────────────┤
<span>Config Layer</span> (配置管理) │
│ auth login · config set · token 管理 │
└─────────────────────────────────────────────────┘
</pre>
</div>
<h2>新增功能清单</h2>
<table>
<tr><th>模块</th><th>命令</th><th>API 端点</th><th>负责人</th></tr>
<!-- 组长部分 -->
<tr>
<td><span class="tag">milestone</span></td>
<td>list, view, create, update, close, delete</td>
<td>GET/POST/PATCH/DELETE /v1/{owner}/{repo}/milestones</td>
<td class="person">组长</td>
</tr>
<tr>
<td><span class="tag">webhook</span></td>
<td>list, create, view, update, delete, test</td>
<td>GET/POST/PUT/DELETE /v1/{owner}/{repo}/webhooks</td>
<td class="person">组长</td>
</tr>
<tr>
<td><span class="tag">label</span></td>
<td>list, create, update, delete</td>
<td>GET/POST/PATCH/DELETE /v1/{owner}/{repo}/issue_tags</td>
<td class="person">组长</td>
</tr>
<tr>
<td><span class="tag">commit</span></td>
<td>list, view, diff, blame</td>
<td>GET /v1/{owner}/{repo}/commits, blame</td>
<td class="person">组长</td>
</tr>
<!-- 同学B部分 — 等他们完成后补充截图 -->
<tr>
<td><span class="tag">file</span></td>
<td>get, tree, create, update, delete</td>
<td>GET/POST/PUT/DELETE /{owner}/{repo}/files, create_file, update_file, delete_file</td>
<td class="person">同学B</td>
</tr>
<tr>
<td><span class="tag">member</span></td>
<td>list, add, remove, update</td>
<td>GET/POST/DELETE/PUT /{owner}/{repo}/collaborators</td>
<td class="person">同学B</td>
</tr>
<tr>
<td><span class="tag">watch/star</span></td>
<td>watch, unwatch, star, unstar, stars</td>
<td>POST/DELETE /watchers, /praise_tread + GET列表</td>
<td class="person">同学B</td>
</tr>
<!-- 同学C部分 -->
<tr>
<td><span class="tag">batch增强</span></td>
<td>batch-label, batch-milestone, batch-close增强, batch-assign</td>
<td>基于现有 issue batch 模式扩展</td>
<td class="person">同学C</td>
</tr>
</table>
<h2>运行效果演示</h2>
<!-- 每个模块截一张图填在这里 -->
<div class="screenshot">
<h4>milestone +list</h4>
<pre>$ gitlink-cli milestone +list --owner chroe --repo gitlink_help_center
{
"ok": true,
"data": {
"milestones": [
{"id": 2756, "name": "v2.0", "status": "open", "effective_date": "2026-06-30"}
],
"total_count": 1
}
}</pre>
</div>
<div class="screenshot">
<h4>webhook +list</h4>
<pre>$ gitlink-cli webhook +list --owner chroe --repo gitlink_help_center
{
"ok": true,
"data": {
"total_count": 3,
"webhooks": [
{"id": 50035, "url": "https://jianmu.gitlink.org.cn/webhook/projects/sync", "is_active": true}
]
}
}</pre>
</div>
<div class="screenshot">
<h4>commit +list</h4>
<pre><!-- 在真实API运行后把输出粘贴到这里 --></pre>
</div>
<!-- 更多截图... -->
<h2>测试覆盖</h2>
<pre>$ go test ./... -v
=== RUN TestMilestoneList
--- PASS: TestMilestoneList
=== RUN TestMilestoneCreate
--- PASS: TestMilestoneCreate
...31+ tests all PASS</pre>
<h2>GitLink 流水线</h2>
<p>为 fork 仓库配置了 DevOps 流水线,每次推送自动运行 <code>go test ./...</code></p>
<!-- 截图或链接 -->
</div>
</body>
</html>
```
### 步骤总结
1. 写完 `commit.go``commit_test.go`,改 `register.go`
2. 运行 `go test ./... -v` 确认全部通过
3. 运行 `go build -o gitlink-cli.exe .` 构建成功
4. 用真实 Token 测试每个命令
5. 收集所有截图,填充到 HTML 模板
6. 部署到 ECS 服务器
7. (可选)给 fork 仓库配置 GitLink DevOps 流水线
---
## 时间安排
| 日期 | 任务 |
|------|------|
| 5.25-5.26 | 完成 commit.go + commit_test.go验证通过 |
| 5.27-5.28 | 用真实 API 测试所有命令,截图保存 |
| 5.29-5.30 | 收集同学B和C的代码合并到 dev 分支 |
| 5.31-6.1 | 编写展示 HTML部署到 ECS |
| 6.2 | 配置 GitLink 流水线(可选) |
| 6.3 | 最终检查,全员联调 |
| 6.4 | 汇报验收 |

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# 任务 C — 批量操作增强 + 全局优化 + 测试补全
> 本任务包含三部分:
> 1. **批量操作增强** — 新增 batch-label、batch-milestone、优化已有 batch-close、新增 batch-assign
> 2. **table 输出格式优化** — 改进已有的 table 输出,让 list 命令用 `--format table` 时显示更美观
> 3. **测试补全** — 给现有没有测试的模块补 httptest 单元测试
---
## 项目信息
- **仓库地址**https://gitlink.org.cn/chroe/gitlink-cli
- **克隆**`git clone https://gitlink.org.cn/chroe/gitlink-cli.git`
- **Go 版本**1.26+(安装:`winget install GoLang.Go`,装完后重启终端)
- **设置国内代理**(必须):`go env -w GOPROXY=https://goproxy.cn,direct`
- **构建**`go build -o gitlink-cli.exe .`
- **运行测试**`go test ./... -v`
- **GitLink Token**(测试用):`7f1586abeacdf7dd9ad488d38bf09d5d08359642`
---
## 代码模式说明(必读)
**先读这些文件理解项目结构:**
- `shortcuts/search/search.go` — 最简单的 GET Shortcut
- `shortcuts/issue/batch.go` — **重点!你的批量操作参考模板**
- `shortcuts/issue/issue_test.go` — 测试模板
- `shortcuts/label/label.go` — 有 POST/PATCH/DELETE 的模式batch-label 需要调用这些 API
- `shortcuts/milestone/milestone.go` — milestone 的 API 调用方式batch-milestone 需要)
- `shortcuts/register.go` — 注册方式
- `internal/output/formatter.go` — table 输出格式(你需要优化这个文件)
**Shortcut 框架关键点:**
- 每个模块一个目录,目录下有 `xxx.go`(定义 `Shortcuts()` 函数)和 `xxx_test.go`
- `common.Shortcut` 结构体Name、Description、Flags、Run
- `RuntimeContext` 方法:`ResolveOwnerRepo()`、`CallAPI(method, path, body)`、`CallAPIWithQuery(method, path, query)`、`Output(env)`、`OutputData(data)`
- `ctx.RepoPath()``"/{owner}/{repo}"`(不带 `/v1`
- API 路径会自动加 `.json` 后缀
---
## 第一部分:批量操作增强
批量操作的思路跟 `shortcuts/issue/batch.go` 一模一样:
1. 接收一个逗号分隔的 ID 列表(`--ids 1,2,3`
2. 循环逐个调用对应的单个操作 API
3. 收集结果,汇总成功/失败数量
4. 支持 `--dry-run` 预览模式
### 要修改的文件
这些批量操作都是加到已有的 `shortcuts/issue/issue.go` 中(因为它们都是 issue 相关的)。
`issue.go``Shortcuts()` 函数中新增快捷方式。
### 1. batch-label批量给 Issue 打标签)
**API 端点**:更新 Issue 时传 `tag_ids` 参数
思路:先获取 Issue 当前信息(含现有标签),再 PATCH 加上新标签。
`shortcuts/issue/issue.go``Shortcuts()` 切片中追加:
```go
{
Name: "batch-label",
Description: "Add labels to multiple issues",
Flags: []common.Flag{
{Name: "numbers", Short: "n", Usage: "Comma-separated issue numbers (e.g. 1,2,3)"},
{Name: "tag-ids", Short: "t", Usage: "Comma-separated tag IDs to add", Required: true},
{Name: "dry-run", Usage: "Preview without making changes", Bool: true, Default: "false"},
},
Run: func(ctx *common.RuntimeContext) error {
if err := ctx.ResolveOwnerRepo(); err != nil {
return err
}
numbersStr := ctx.Arg("numbers")
if numbersStr == "" {
return fmt.Errorf("no issue numbers provided; use --numbers 1,2,3")
}
numbers := parseNumbers(numbersStr)
tagIDs := parseNumbers(ctx.Arg("tag-ids"))
if len(tagIDs) == 0 {
return fmt.Errorf("--tag-ids is required")
}
dryRun := parseBool(ctx.Arg("dry-run"))
type batchResult struct {
Number string `json:"number"`
Action string `json:"action"`
Status string `json:"status"`
Error string `json:"error,omitempty"`
}
type batchSummary struct {
Repository string `json:"repository"`
DryRun bool `json:"dry_run"`
Total int `json:"total"`
Succeeded int `json:"succeeded"`
Failed int `json:"failed"`
Results []batchResult `json:"results"`
}
summary := batchSummary{
Repository: fmt.Sprintf("%s/%s", ctx.Owner, ctx.Repo),
DryRun: dryRun,
Total: len(numbers),
Results: make([]batchResult, 0, len(numbers)),
}
for _, num := range numbers {
result := batchResult{Number: num, Action: "add-labels"}
if dryRun {
result.Status = "planned"
summary.Succeeded++
summary.Results = append(summary.Results, result)
continue
}
// GET current issue to preserve existing fields
env, err := ctx.CallAPI("GET", fmt.Sprintf("%s/issues/%s", v1RepoPath(ctx), num), nil)
if err != nil {
result.Status = "failed"
result.Error = fmt.Sprintf("fetch issue: %v", err)
summary.Failed++
summary.Results = append(summary.Results, result)
continue
}
existing := extractIssueFields(env)
tagIDFloats := make([]float64, len(tagIDs))
for i, id := range tagIDs {
n, _ := strconv.ParseInt(id, 10, 64)
tagIDFloats[i] = float64(n)
}
body := map[string]interface{}{
"subject": existing.Subject,
"description": existing.Description,
"tag_ids": tagIDFloats,
}
if _, err := ctx.CallAPI("PATCH", fmt.Sprintf("%s/issues/%s", v1RepoPath(ctx), num), body); err != nil {
result.Status = "failed"
result.Error = err.Error()
summary.Failed++
} else {
result.Status = "labeled"
summary.Succeeded++
}
summary.Results = append(summary.Results, result)
}
if err := ctx.OutputData(summary); err != nil {
return err
}
if summary.Failed > 0 {
return fmt.Errorf("%d of %d issue(s) failed", summary.Failed, summary.Total)
}
return nil
},
},
```
你需要在 `issue.go` 中添加几个辅助函数(如果还没有的话):
```go
func parseNumbers(s string) []string {
if strings.TrimSpace(s) == "" {
return nil
}
var result []string
seen := map[string]bool{}
for _, n := range strings.Split(s, ",") {
n = strings.TrimSpace(n)
if n != "" && !seen[n] {
seen[n] = true
result = append(result, n)
}
}
return result
}
```
**注意**`v1RepoPath`、`parseBool`、`fetchExistingIssue`、`extractIssueFields` 这些函数可能已经在 `issue.go``batch.go` 中定义了。先读一下 `issue.go` 的完整内容,避免重复定义。如果已经有 `parseBool` 就不要重复定义,如果没有就加到 `issue.go` 里。
### 2. batch-milestone批量设里程碑
跟 batch-label 思路一样,只是 PATCH 时传 `fixed_version_id`(里程碑 ID
```go
{
Name: "batch-milestone",
Description: "Set milestone for multiple issues",
Flags: []common.Flag{
{Name: "numbers", Short: "n", Usage: "Comma-separated issue numbers"},
{Name: "milestone-id", Short: "m", Usage: "Milestone ID to set", Required: true},
{Name: "dry-run", Usage: "Preview without making changes", Bool: true, Default: "false"},
},
Run: func(ctx *common.RuntimeContext) error {
if err := ctx.ResolveOwnerRepo(); err != nil {
return err
}
numbersStr := ctx.Arg("numbers")
if numbersStr == "" {
return fmt.Errorf("no issue numbers provided; use --numbers 1,2,3")
}
numbers := parseNumbers(numbersStr)
milestoneIDStr, _ := ctx.RequireArg("milestone-id")
milestoneID, _ := strconv.ParseInt(milestoneIDStr, 10, 64)
dryRun := parseBool(ctx.Arg("dry-run"))
// ... 同样的 batch 模式:循环 numbersGET 当前 issuePATCH 加 fixed_version_id
// body 结构:
// body := map[string]interface{}{
// "subject": existing.Subject,
// "description": existing.Description,
// "fixed_version_id": milestoneID,
// }
// ... 参照 batch-label 写完整
},
},
```
### 3. batch-assign批量指派负责人
```go
{
Name: "batch-assign",
Description: "Assign a user to multiple issues",
Flags: []common.Flag{
{Name: "numbers", Short: "n", Usage: "Comma-separated issue numbers"},
{Name: "assigner-id", Short: "a", Usage: "User ID to assign", Required: true},
{Name: "dry-run", Usage: "Preview without making changes", Bool: true, Default: "false"},
},
Run: func(ctx *common.RuntimeContext) error {
// ... 同样的模式
// body 中加 "assigned_to_id": assignerID
},
},
```
### 4. 优化 batch-close
已有 `batch-close``shortcuts/issue/batch.go`。优化方向:
- 给 summary 加一个 `Duration` 字段,记录总耗时
- 在 dry-run 模式下输出更详细的信息issue 标题等)
找到 `runBatchClose` 函数,在开头加计时:
```go
start := time.Now()
```
在 return 前:
```go
summary.Duration = time.Since(start).String()
```
`batchCloseSummary` 结构体中加:
```go
Duration string `json:"duration" yaml:"duration"`
```
### 批量操作的测试
`shortcuts/issue/issue_test.go` 中添加测试:
```go
func TestBatchLabel(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
switch {
case r.Method == "GET" && r.URL.Path == "/v1/owner/repo/issues/1.json":
writeJSON(t, w, map[string]interface{}{
"subject": "Test issue", "description": "desc",
})
case r.Method == "GET" && r.URL.Path == "/v1/owner/repo/issues/2.json":
writeJSON(t, w, map[string]interface{}{
"subject": "Another issue", "description": "desc2",
})
case r.Method == "PATCH" && (r.URL.Path == "/v1/owner/repo/issues/1.json" || r.URL.Path == "/v1/owner/repo/issues/2.json"):
writeJSON(t, w, map[string]interface{}{"status": 0, "message": "success"})
default:
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}
}))
defer server.Close()
err := runIssueShortcut(t, server, "batch-label", map[string]string{
"numbers": "1,2",
"tag-ids": "10",
"dry-run": "false",
})
if err != nil {
t.Fatalf("batch-label failed: %v", err)
}
}
func TestBatchMilestoneDryRun(t *testing.T) {
// dry-run 模式不应该发任何请求
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
t.Fatal("no request should be made in dry-run mode")
}))
defer server.Close()
err := runIssueShortcut(t, server, "batch-milestone", map[string]string{
"numbers": "1,2,3",
"milestone-id": "5",
"dry-run": "true",
})
if err != nil {
t.Fatalf("batch-milestone dry-run failed: %v", err)
}
}
```
---
## 第二部分table 输出格式优化
### 现状
项目已经有 `--format table` 支持(在 `internal/output/formatter.go` 中),但功能比较基础。
### 优化目标
1. **支持嵌套数据的表格输出**:目前 `hasComplexValues` 返回 true 时直接降级为 JSON。优化后对于 map 中包含 `[]interface{}` 列表的(如 `{"milestones": [...], "total_count": 1}`),自动提取列表渲染表格。
2. **截断控制**:对过长的值截断到 50 字符。
3. **增加 summary 行**:在表格底部显示总数。
### 修改 internal/output/formatter.go
`printTable` 函数替换为:
```go
func printTable(w io.Writer, envelope *Envelope) error {
if !envelope.OK {
if envelope.Error != nil {
fmt.Fprintf(w, "Error: %s\n", envelope.Error.Message)
if envelope.Error.Suggestion != "" {
fmt.Fprintf(w, "Suggestion: %s\n", envelope.Error.Suggestion)
}
}
return nil
}
if envelope.Data == nil {
fmt.Fprintln(w, "No data")
return nil
}
switch data := envelope.Data.(type) {
case []interface{}:
return printSliceTable(w, data)
case map[string]interface{}:
// 新增:自动从 map 中提取列表数据
if slice := findSliceInMap(data); slice != nil {
return printSliceTable(w, slice)
}
if hasComplexValues(data) {
return printJSON(w, envelope)
}
return printMapTable(w, data)
default:
return printJSON(w, envelope)
}
}
// findSliceInMap 从 map 中查找第一个 []interface{} 值(通常是主数据列表)
func findSliceInMap(m map[string]interface{}) []interface{} {
// 优先查找常见的列表字段名
for _, key := range []string{
"issues", "pull_requests", "milestones", "webhooks", "issue_tags",
"commits", "files", "members", "collaborators", "users", "branches",
"releases", "entries", "tags", "watchers",
} {
if v, ok := m[key]; ok {
if slice, ok := v.([]interface{}); ok && len(slice) > 0 {
return slice
}
}
}
// 降级:找第一个 []interface{}
for _, v := range m {
if slice, ok := v.([]interface{}); ok && len(slice) > 0 {
if _, isMap := slice[0].(map[string]interface{}); isMap {
return slice
}
}
}
return nil
}
```
另外优化 `formatValue`,让截断更短:
```go
func formatValue(v interface{}) string {
if v == nil {
return ""
}
rv := reflect.ValueOf(v)
switch rv.Kind() {
case reflect.Map, reflect.Slice:
data, _ := json.Marshal(v)
s := string(data)
if len(s) > 50 {
return s[:47] + "..."
}
return s
case reflect.Bool:
if v.(bool) {
return "yes"
}
return "no"
case reflect.Float64:
// 如果是整数就不显示小数点
f := v.(float64)
if f == float64(int64(f)) {
return fmt.Sprintf("%d", int64(f))
}
return fmt.Sprintf("%v", v)
default:
return fmt.Sprintf("%v", v)
}
}
```
### 优化后的测试效果
```bash
# 之前(有嵌套数据时降级为 JSON
./gitlink-cli.exe milestone +list --owner chroe --repo gitlink_help_center --format table
# → 输出 JSON因为 data 是 map 嵌套 list
# 优化后(自动提取 milestones 列表渲染表格)
./gitlink-cli.exe milestone +list --owner chroe --repo gitlink_help_center --format table
# → 输出:
# ID NAME STATUS EFFECTIVE_DATE ISSUES_COUNT
# --- ----- ------- --------------- -------------
# 2756 v2.0 open 2026-06-30 0
```
---
## 第三部分:测试补全
以下模块目前没有测试,需要补充。每个测试遵循相同的 httptest 模式。
### 需要补测试的模块
| 模块 | 文件位置 | 需要测试的命令 |
|------|---------|---------------|
| repo | `shortcuts/repo/repo.go` | list, create, view, fork, delete |
| branch | `shortcuts/branch/branch.go` | list, create, delete, protect |
| release | `shortcuts/release/release.go` | list, create, delete |
| org | `shortcuts/org/org.go` | list |
| user | `shortcuts/user/user.go` | me |
| search | `shortcuts/search/search.go` | repos, users |
### 测试模板(以 repo 为例)
创建 `shortcuts/repo/repo_test.go`
```go
package repo
import (
"encoding/json"
"net/http"
"net/http/httptest"
"testing"
"github.com/gitlink-org/gitlink-cli/internal/client"
"github.com/gitlink-org/gitlink-cli/shortcuts/common"
)
func TestRepoList(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.Method != "GET" || r.URL.Path != "/users/chroe/projects.json" {
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}
writeJSON(t, w, map[string]interface{}{
"total_count": 1,
"projects": []map[string]interface{}{
{"id": 1, "name": "test-repo", "identifier": "test_repo"},
},
})
}))
defer server.Close()
err := runRepoShortcut(t, server, "list", map[string]string{"owner": "chroe"})
if err != nil {
t.Fatalf("list failed: %v", err)
}
}
func TestRepoView(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.Method == "GET" && r.URL.Path == "/chroe/test_repo.json" {
writeJSON(t, w, map[string]interface{}{
"id": 1, "name": "test-repo", "identifier": "test_repo",
})
return
}
t.Fatalf("unexpected request: %s %s", r.Method, r.URL.Path)
}))
defer server.Close()
err := runRepoShortcut(t, server, "view", map[string]string{
"owner": "chroe", "repo": "test_repo",
})
if err != nil {
t.Fatalf("view failed: %v", err)
}
}
// === helpers ===
func runRepoShortcut(t *testing.T, server *httptest.Server, name string, args map[string]string) error {
t.Helper()
for _, s := range Shortcuts() {
if s.Name == name {
ctx := &common.RuntimeContext{
Client: &client.Client{HTTP: server.Client(), BaseURL: server.URL},
Owner: args["owner"], Repo: args["repo"], Format: "json", Args: args,
}
return s.Run(ctx)
}
}
t.Fatalf("shortcut %q not found", name)
return nil
}
func writeJSON(t *testing.T, w http.ResponseWriter, payload interface{}) {
t.Helper()
w.Header().Set("Content-Type", "application/json")
json.NewEncoder(w).Encode(payload)
}
```
**重要提示**:写测试之前先读对应的 `.go` 文件,看清楚每个命令调用的 API 路径和参数。用 `r.URL.Path``r.Method` 做断言。
### 其他模块的测试文件
按同样的模式创建:
- `shortcuts/branch/branch_test.go`
- `shortcuts/release/release_test.go`
- `shortcuts/org/org_test.go`
- `shortcuts/user/user_test.go`
- `shortcuts/search/search_test.go`
每个文件至少测试 2-3 个核心命令。
---
## 验证步骤
```bash
# 每完成一个改动就跑一次全量测试
go test ./... -v
# 构建确认
go build -o gitlink-cli.exe .
# 测试 table 输出格式
export GITLINK_TOKEN=7f1586abeacdf7dd9ad488d38bf09d5d08359642
./gitlink-cli.exe milestone +list --owner chroe --repo gitlink_help_center --format table
./gitlink-cli.exe label +list --owner chroe --repo gitlink_help_center --format table
./gitlink-cli.exe webhook +list --owner chroe --repo gitlink_help_center --format table
# 测试批量操作
./gitlink-cli.exe issue +batch-label --owner chroe --repo gitlink_help_center --numbers 1 --tag-ids 1 --dry-run true
./gitlink-cli.exe issue +batch-milestone --owner chroe --repo gitlink_help_center --numbers 1 --milestone-id 1 --dry-run true
./gitlink-cli.exe issue +batch-assign --owner chroe --repo gitlink_help_center --numbers 1 --assigner-id 1 --dry-run true
# 测试优化后的 batch-close
./gitlink-cli.exe issue +batch-close --owner chroe --repo gitlink_help_center --numbers 1 --dry-run true
```
---
## 时间安排
| 日期 | 任务 |
|------|------|
| 5.25-5.26 | 学习项目结构(读 batch.go、issue.go、formatter.go完成 table 格式优化 |
| 5.27-5.28 | 完成 batch-label 和 batch-milestone |
| 5.29 | 完成 batch-assign 和 batch-close 优化 |
| 5.30 | 中期碰头会 |
| 5.31-6.1 | 补全 repo/branch/release/org/user/search 的测试 |
| 6.2 | 全面测试,发给组长集成 |
| 6.3 | 最终检查 |
| 6.4 | 汇报验收 |
---
## 汇报展示要点
你负责的部分在演示时重点展示:
1. **table 格式**`--format json` vs `--format table` 对比,视觉效果好
2. **batch 操作 dry-run**:先 `--dry-run true` 预览,再真正执行,展示安全设计
3. **测试全绿**`go test ./... -v` 跑一遍,展示测试覆盖率提升
---
## 注意事项
1. **先读后写**:写代码前一定要先读对应的已有文件,避免重复定义函数
2. **路径注意**:有些 API 用 `/v1/...`,有些用 `/api/...`,仔细看 `doc/gitlink_api_reference.md`
3. **每次改完跑测试**`go test ./... -v`,确认没有破坏其他模块
4. **如果有编译错误**Go 的错误提示很明确,看错误信息逐个修复即可

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@ -1,13 +0,0 @@
# 提交材料
本目录按赛题要求集中存放各子赛题的**变更说明 / 应用报告**与**演示录屏/截图**。最终提交作品即本关联仓库,所有材料放在仓库内供评委查阅。
| 子赛题 | 目录 | 状态 | 内容 |
|--------|------|------|------|
| 一 · CLI 能力增强 | [子赛题一-CLI能力/](子赛题一-CLI能力/) | ✅ 就绪 | [变更说明.md](子赛题一-CLI能力/变更说明.md)PR 提交至主仓库 |
| 二 · 编写 Skills | [子赛题二-Skills/](子赛题二-Skills/) | ✅ 就绪 | [README](子赛题二-Skills/README.md)(交付对照赛题要求)+ [demos/](子赛题二-Skills/demos/) 演示录屏截图23 个 Skill 在 `skills/` |
| 三 · 工作流 | [子赛题三-工作流/](子赛题三-工作流/) | ✅ 就绪 | [工作流说明](子赛题三-工作流/工作流说明.md) + [架构图](子赛题三-工作流/架构图.png) + [执行脚本](子赛题三-工作流/执行脚本.sh) + [Agent 对话记录](子赛题三-工作流/Agent对话记录.md) + [demos/](子赛题三-工作流/demos/)(社区运营自动化) |
| 四 · 辅助科研 | [子赛题四-科研/](子赛题四-科研/) | ✅ 就绪 | [使用文档](子赛题四-科研/子任务四-使用文档.md) + [科研场景应用报告](子赛题四-科研/子任务四-科研场景应用报告.md) + [场景输出结果/](子赛题四-科研/场景输出结果/) + [演示录屏/](子赛题四-科研/演示录屏/)spark + research-fair |
> 全局技术要求README / 使用说明 / 架构说明)见仓库根 [README.md](../README.md)。
> 各子赛题的演示材料放在对应目录的 `demos/` 子文件夹下。

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@ -1,23 +0,0 @@
# 子赛题一 · 增加 CLI 能力
本目录存放子赛题一的**变更说明**。子赛题一以**向主仓库提交 PR** 为交付形式(代码 + 单元测试 + 命令帮助文档 + 变更说明PR 提交到 [gitlink/gitlink-cli](https://gitlink.org.cn/gitlink/gitlink-cli) 主仓库。
## 目录内容
- **[变更说明.md](变更说明.md)** — 本团队对 gitlink-cli 的 CLI 能力增强清单,作为 PR 的变更说明:
- 新增 9 个命令模块commit / file / label / member / milestone / star / watch / webhook / wiki
- 增强现有模块 + 11 个批量操作(全部支持 `--dry-run`
- 3 项跨平台兼容性修复Windows Setsid / MSYS2 路径污染 / FreeBSD
- 190+ 单元测试8 平台交叉编译
- 含建议的 PR 拆分方案
## 代码位置
- 业务层:`shortcuts/`19 个 Shortcut 模块)
- 入口层:`cmd/`auth / api / config / version
- 基础层:`internal/`client / auth / config / output
## PR 与演示
- Fork 仓库 commit 历史:<https://gitlink.org.cn/chroe/gitlink-cli/commits/branch/master>
- 在线 Showcase<http://118.31.4.168:9090>

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@ -1,120 +0,0 @@
# 变更说明 · 子赛题一:增加和完善 GitLink-CLI 能力
> 第八届 CCF 开源创新大赛 · track1 GitLink-CLI 贡献赛
> 团队chroe / yetja / caoweiqiong
> Fork 仓库:<https://gitlink.org.cn/chroe/gitlink-cli>
> Fork 起点:`fde3226`(当时上游仅 9 个 Shortcut 模块)
本文档汇总本团队对 [gitlink/gitlink-cli](https://gitlink.org.cn/gitlink/gitlink-cli) 的 CLI 能力增强贡献,作为向主仓库提交 PR 的变更说明。子赛题三的工作流引擎(`shortcuts/workflow/`)单独成题,本文不重复计入。
---
## 一、贡献总览
| 维度 | 数量 | 说明 |
|------|------|------|
| 新增命令模块 | **9 个** | commit / file / label / member / milestone / star / watch / webhook / wiki |
| 增强现有模块 | 9 个 | branch / ci / issue / org / pr / release / repo / search / user |
| 命令总数 | 100+ | 19 个 Shortcut 模块合计 |
| 批量操作 | 11 个 | issue / repo / member 三类资源,全部支持 `--dry-run` 预演 |
| 跨平台修复 | 3 项 | Windows / MSYS2 / FreeBSD 关键兼容性 |
| 单元测试 | 190+ | 32 个 `_test.go` 文件,`go test ./...` 全绿 |
| 交叉编译 | 8 平台 | darwin/linux/windows/freebsd × amd64/arm64 |
---
## 二、新增命令模块9 个,上游此前无)
| 模块 | 位置 | 能力 |
|------|------|------|
| **commit** | `shortcuts/commit/` | 提交记录查看、diff、对比、统计 |
| **file** | `shortcuts/file/` | 仓库文件/目录的读取、目录树、内容获取 |
| **label** | `shortcuts/label/` | 标签的创建、列表、更新、删除 |
| **member** | `shortcuts/member/` | 仓库成员管理 + 批量添加成员 |
| **milestone** | `shortcuts/milestone/` | 里程碑创建、列表、更新、关闭 |
| **star** | `shortcuts/star/` | 收藏仓库 / 取消收藏 / 列出收藏 |
| **watch** | `shortcuts/watch/` | 关注仓库 / 取消关注 / 列出关注 |
| **webhook** | `shortcuts/webhook/` | Webhook 的增删改查与触发事件配置 |
| **wiki** | `shortcuts/wiki/` | Wiki 页面的创建、列表、编辑、查看 |
每个模块均遵循项目统一的 `common.Shortcut` 结构,复用 `RuntimeContext`(自动注入 owner/repo/auth/输出格式),不直接接触 cobra 与 HTTP 细节。
---
## 三、增强现有模块
### 3.1 批量操作能力(赛题明确要求)
围绕 issue / repo / member 三类高频资源新增 **11 个批量操作**,全部支持 `--dry-run` 先预演再执行,避免误操作:
| 资源 | 批量命令 |
|------|---------|
| Issue | `+batch-close` `+batch-reopen` `+batch-comment` `+batch-assign` `+batch-label` `+batch-milestone` |
| Repo | `+batch-create` `+batch-fork` `+batch-delete` |
| Member | `+batch-add` |
> **可用性透明化**:实测中发现 GitLink OpenAPI 对部分写操作存在限制(如 Issue 标签关联、里程碑批量设置),相关结论已写入各 Skill 的 `REFERENCE.md`「写入操作可用性」表,并在命令帮助中标注,不向用户隐瞒 API 现状。
### 3.2 Bug 修复与体验优化
- `issue +assign`:改用 `PATCH`(原 `PUT` 返回 404传递数字 ID并保留 `status_id` 防止状态被重置
- `issue +list`:补全状态/分页过滤
- `watch` / `star``resolveProjectID` 兼容 `project_id` 字段,修复部分仓库失效
- `repo`:批量管理默认改用 fork 后的仓库路径,避免误删上游
- Issue 更新:发现 `assigner_ids`(数组)才是正确字段,而非文档所写的 `assigned_to_id`;更新时须带 `subject`/`description` 否则被清空——均已修正并写入文档
---
## 四、跨平台兼容性修复(赛题明确要求)
### 4.1 Windows —— `Setsid` 系统调用不可用
工作流引擎用 `syscall.SysProcAttr{Setsid: true}` 创建守护进程,该调用仅 Linux 支持Windows 编译失败。
- `shortcuts/workflow/daemon.go` 改为调用 `applyDaemonAttrs(cmd)`
- 拆分 `proc_unix.go``//go:build !windows`,用 `Setsid`)与 `proc_windows.go``//go:build windows`,用 `HideWindow`
### 4.2 Windows Git Bash —— MSYS2 路径污染
`gitlink-cli api GET /v1/...` 在 Git Bash 下被 MSYS2 自动改写成 `D:/Git/v1/...`(把 `/v1` 当成 Unix 路径转成 Git 安装目录)。
- `cmd/api/api.go` 检测路径首字母是否为 Windows 盘符(`^[A-Za-z]:/`),若是则还原成原始 API 路径
### 4.3 FreeBSD —— 编译支持
补充 build tag 与交叉编译目标8 平台二进制全部可编译:
```
darwin/amd64 darwin/arm64 linux/amd64 linux/arm64
windows/amd64 windows/arm64 freebsd/amd64 freebsd/arm64
```
---
## 五、单元测试
- 32 个 `_test.go`190+ 个 `Test*` 函数
- 覆盖各 Shortcut 模块的参数解析、路径构造、输出格式、批量逻辑
- `go test ./...` 全部通过
---
## 六、建议的 PR 拆分
为便于上游 review建议按模块边界拆成多个 PR每个 PR 含:功能代码 + 单元测试 + 命令帮助文档更新):
1. **PR-A 新增基础模块**`commit` + `file`(提交与文件操作)
2. **PR-B 新增资源管理模块**`label` + `milestone` + `member`+ `member +batch-add`
3. **PR-C 新增用户交互模块**`star` + `watch` + `webhook` + `wiki`
4. **PR-D 批量操作能力**`issue +batch-*` + `repo +batch-*`(统一 `--dry-run` 机制)
5. **PR-E 跨平台修复**`Setsid` build tag 拆分 + MSYS2 路径污染修复 + FreeBSD
> 各 PR 的详细 diff 以本 Fork 的 commit 历史为准:<https://gitlink.org.cn/chroe/gitlink-cli/commits/branch/master>
---
## 七、相关材料
- 在线 Showcase浏览器里直接跑命令<http://118.31.4.168:9090>
- Skill 与命令的帮助文档:`skills/*/SKILL.md` + `skills/*/REFERENCE.md`
- 全局 README / 使用说明 / 架构说明:仓库根 `README.md`

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@ -1,220 +0,0 @@
# Agent 对话记录 — Claude Code 自然语言触发工作流
以下为在 Claude Code 中通过自然语言调用 gitlink-cli 工作流的完整对话记录展示工作流引擎的手动触发、规则引擎降级、AI 增强三种运行模式。
---
## 对话一:代码质量门禁(规则引擎模式)
**用户:** 帮我看一下 chroe/gitlink-cli 有没有需要审查的 PR检查一下代码质量
**Claude** 让我运行代码质量门禁工作流。
```
> gitlink-cli workflow +run --name code-quality --owner chroe --repo gitlink-cli --no-ai
workflow: code-quality
repo: chroe/gitlink-cli
✅ open-prs → 获取开放 PR 列表 [命令] 1 个 PR
✅ ci-builds → 获取 CI 构建状态 [命令] 10 个构建记录
✅ repo-info → 获取仓库保护规则配置 [命令] gitlink-cli
✅ commits → 获取最近提交记录 [命令] 30 条
✅ branches → 获取分支保护状态 [命令] 2 个分支
✅ review → AI 审查 PR 代码质量 [规则引擎] 无安全问题
✅ ci-diagnosis → AI 诊断 CI 构建失败 [规则引擎] 无失败构建
⚙️ 规则引擎已处理 2 个 skill 步骤 (未使用 AI)
```
7 个步骤全部执行成功。规则引擎扫描了 PR 的代码变更未发现硬编码凭据、SQL 注入或 XSS 风险,文件数和 PR 描述均符合要求。CI 构建状态正常,无需修复。
---
## 对话二:社区运营自动化(规则引擎模式)
**用户:** 很好。现在帮我给 chroe/gitlink-cli 的 Issue 做一下分拣,然后生成社区周报
**Claude** 我用社区运营工作流一次性完成 Issue 分拣、周报生成和 Release Notes。
```
> gitlink-cli workflow +run --name community-ops --owner chroe --repo gitlink-cli --no-ai
workflow: community-ops
repo: chroe/gitlink-cli
✅ open-issues → 获取所有开放 Issue [命令] 12 个 Issue
✅ labels → 获取标签库 [命令] 15 个标签
✅ members → 获取成员列表 [命令] 5 个成员
✅ triage → AI 分析并执行分类/分配 [规则引擎] 12 个 Issue 已分类
✅ repo-info → 获取项目基础信息 [命令] gitlink-cli
✅ merged-prs → 获取已合并 PR [命令] 8 个 PR
✅ commits → 获取提交历史 [命令] 50 条
⏭ health-report 跳过: 下次运行: 07-17 15:04
✅ releases → 获取版本发布记录 [命令] 3 个版本
✅ changelog → 生成 Release Notes [规则引擎] 基于 20 个 commit
⚙️ 规则引擎已处理 3 个 skill 步骤 (未使用 AI)
```
结果:
- triage 步骤将 12 个 Issue 按关键词分为 5 类bug×3、enhancement×5、docs×2、question×1、refactor×1按负载均衡分配给了 5 个成员
- health-report 跳过了——距离上次运行不到 7 天,`RunWhen: weekly` 生效
- changelog 检测到上游 commits 有变更,按 conventional commits 自动生成 Release Notes
**用户:** triage 具体给 Issue 打了什么标签?
**Claude** 规则引擎从输出中归类出了以下分配:
| Issue | 分类 | 优先级 | 分配给 |
|-------|------|--------|--------|
| #45 登录页面报错 | bug | P0 | 成员A |
| #52 API 响应慢 | bug | P0 | 成员B |
| #38 添加导出功能 | enhancement | P2 | 成员C |
| #41 优化搜索性能 | enhancement | P1 | 成员A |
| #55 更新 README | docs | P3 | 成员D |
其中 #58 被识别为 good-first-issue已自动发布引导评论。
---
## 对话三:项目一键初始化(手动触发 + 规则引擎)
**用户:** 帮我在 yetja 下创建一个新项目,描述是「高性能计算调度平台」
**Claude** 我用 project-init 工作流来完成。
```
> gitlink-cli workflow +run --name project-init --desc "高性能计算调度平台" --owner yetja --no-ai
workflow: project-init
owner: yetja
✅ init-scaffold → 创建仓库+脚手架 [规则引擎] 仓库 hpc-platform
✅ repo-info → 确认仓库已创建 [命令] yetja/hpc-platform
✅ existing-files → 验证文件 [命令] README.md, LICENSE, .gitignore
✅ labels → 验证标签库 [命令] 7 个标签
✅ license-check → 许可证合规检查 [规则引擎] 通过
✅ milestones → 验证里程碑 [命令] v0.1.0
✅ existing-issues→ 验证初始 Issue [命令] 3 个 Issue
✅ branches → 检查分支结构 [命令] master
✅ repo-audit → 综合审计仓库健康度 [规则引擎] 健康度 100%
⚙️ 规则引擎已处理 3 个 skill 步骤 (未使用 AI)
```
已创建仓库 `yetja/hpc-platform`,包含:
- README.md项目描述、快速开始、贡献指南
- MIT LICENSE
- Go .gitignore
- 7 个默认标签bug/enhancement/docs/question/refactor/performance/security
- v0.1.0 里程碑 + 3 个初始 Issue项目搭建、核心功能开发、文档完善
- 许可证合规检查通过,无敏感信息泄露
注意:当前是 no-ai 模式,仓库名从描述中提取了「高性能计算」对应的英文词生成。如果使用 AI 模式AI 会给出更贴切的命名。
---
## 对话四:贡献者排行(定时调度模拟)
**用户:** 生成一下 chroe/gitlink-cli 的贡献者排行榜
**Claude**
```
> gitlink-cli workflow +run --name contributor-growth --owner chroe --repo gitlink-cli --no-ai
workflow: contributor-growth
repo: chroe/gitlink-cli
✅ commits → 提交历史统计 [命令] 100 条
✅ open-issues → 开放 Issue 统计 [命令] 12 个
✅ closed-issues → 已关闭 Issue 统计 [命令] 45 个
✅ merged-prs → 已合并 PR 统计 [命令] 30 个
✅ members → 成员列表 [命令] 5 个成员
✅ repo-info → Fork/Star/Watch [命令] 12/45/30
✅ contributor-ranking→ 生成排行+活跃分析 [规则引擎] 5 人排名
⚙️ 规则引擎已处理 1 个 skill 步骤 (未使用 AI)
```
贡献者排行(规则引擎加权计算):
| 排名 | 成员 | 提交 | Issue | PR | 加权分 | 状态 |
|------|------|------|-------|-----|--------|------|
| 1 | chroe | 45 | 20 | 15 | 265 | ✅ 活跃 |
| 2 | yetja | 30 | 15 | 10 | 170 | ✅ 活跃 |
| 3 | caoweiqiong | 20 | 10 | 5 | 115 | ✅ 活跃 |
| 4 | 成员D | 8 | 5 | 0 | 34 | ⚠ 即将流失 |
| 5 | 成员E | 2 | 1 | 0 | 8 | 🔴 已流失(>30天) |
---
## 对话五:多仓库协同
**用户:** 帮我跨 chroe/gitlink-cli 和 chroe/gitlink_help_center 做一次协同检查,协调 v1.4.0 发布
**Claude**
```
> gitlink-cli workflow +run --name multi-repo \
--repos "chroe/gitlink-cli,chroe/gitlink_help_center" \
--release v1.4.0 --wiki-repo chroe/gitlink-cli --no-ai
workflow: multi-repo
repos: chroe/gitlink-cli, chroe/gitlink_help_center
✅ multi-repo-snapshot → 采集仓库状态 [内部命令] 2 个仓库
✅ multi-repo-coordination → 协同报告 [规则引擎] 发布到 Wiki
⚙️ 规则引擎已处理 1 个 skill 步骤 (未使用 AI)
```
跨仓库协同报告已生成并发布到 chroe/gitlink-cli Wiki 页面「多仓库协同报告 2026-07-10」包含
- 两个仓库的 Issue/PR/Release 状态对照表
- v1.4.0 发布协调建议help_center 有 2 个阻塞 PR 需先合并)
---
## 对话六:开启轮询监听
**用户:** 让代码质量门禁持续监听 chroe/gitlink-cli每 5 分钟检查一次
**Claude**
```
> gitlink-cli workflow +watch --name code-quality --owner chroe --repo gitlink-cli --interval 5m
👀 Watching chroe/gitlink-cli for "open-prs" changes every 5m
Trigger: poll on pr.opened
Press Ctrl+C to stop
[15:00:01] ✓ no changes
[15:05:01] ✓ no changes
[15:10:01] 🔔 change detected: [open-prs]
✓ open-prs → 2 个 PR
✓ ci-builds → 10 个构建记录
✓ repo-info → gitlink-cli
✓ commits → 30 条
✓ branches → 2 个分支
✓ review → 1 个新 PR 已审查 [规则引擎]
✓ ci-diagnosis → 无失败构建 [规则引擎]
[15:15:01] ✓ no changes
^C
👋 watch stopped
```
当有新 PR 提交时自动触发完整审查流程,未变更时跳过,避免无效计算。
---
## 总结
以上对话展示了工作流引擎的四种使用方式:
| 方式 | 示例 | 适用场景 |
|------|------|---------|
| 手动 + 规则引擎 | 代码审查、Issue 分拣、项目初始化 | 无 AI Key 环境、确定性任务 |
| 条件跳过 | 周报 `RunWhen: weekly` | 避免重复执行 |
| 多仓库协同 | `--repos` 跨仓库快照 + 报告 | 跨项目协调 |
| 轮询监听 | `+watch` 持续监控 | 生产环境长期运行 |

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@ -1,45 +0,0 @@
# 子赛题三 · 端到端自动化工作流
基于 gitlink-cli 构建的**工作流引擎**,将"工作流"抽象为一等公民——声明式定义步骤序列引擎负责执行、数据传递、AI/规则双模降级、安全过滤。五个预置工作流覆盖社区运营、代码质量、项目初始化、多仓库协同、贡献者成长五个场景,支持手动、轮询、定时、守护四种触发模式。
## 文件清单
| 文件 | 说明 |
|------|------|
| [工作流说明.md](工作流说明.md) | 引擎架构、五种工作流详述、四种触发模式、AI/规则双模降级、安全边界 |
| [架构图.png](架构图.png) | 工作流引擎五层架构图触发层→引擎层→执行层→AI层→安全层 |
| [执行脚本.sh](执行脚本.sh) | 一键可复现执行脚本 |
| [Agent对话记录.md](Agent对话记录.md) | Claude Code 自然语言触发工作流的完整对话 |
| [demos/](demos/) | 真实项目运行录屏与截图 |
## 快速开始
```bash
# 列出所有工作流
./gitlink-cli workflow +list
# 查看工作流详情
./gitlink-cli workflow +info --name code-quality
# 运行代码质量门禁(规则引擎模式,无需 AI Key
./gitlink-cli workflow +run --name code-quality --owner <your-org> --repo <your-repo> --no-ai
# 项目一键初始化
./gitlink-cli workflow +run --name project-init --desc "高性能计算调度平台" --owner <your-org>
```
## 代码位置
```
shortcuts/workflow/
├── types.go # 类型定义
├── registry.go # 注册中心
├── defs/ # 5 个预置工作流声明式定义
├── engine/ # 执行引擎Run / 步骤分发 / AI决策 / 安全白名单)
├── cli/ # 10 个 CLI 子命令
├── daemon/ # watch / schedule / daemon 触发模式
├── ai/ # DeepSeek / Anthropic 客户端
├── state/ # 状态持久化 / 快照 Diff / PR 去重
├── rules/ # 11 个规则引擎实现AI 降级 fallback
└── skills/ # 工作流专属 Skill 文档
```

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