diff --git a/cmd/api/api.go b/cmd/api/api.go
index cae531a..4dcc772 100644
--- a/cmd/api/api.go
+++ b/cmd/api/api.go
@@ -40,6 +40,7 @@ func NewAPICmd(translators ...*i18n.Translator) *cobra.Command {
 	apiCmd.Flags().String("body-file", "", tr.T("flag.api.body_file"))
 	apiCmd.Flags().Bool("body-stdin", false, tr.T("flag.api.body_stdin"))
 	apiCmd.Flags().String("query", "", tr.T("flag.api.query"))
+	apiCmd.Flags().Bool("paginate", false, tr.T("flag.api.paginate"))
 	apiCmd.Flags().StringSlice("header", nil, tr.T("flag.api.header"))
 	apiCmd.Flags().String("batch-file", "", tr.T("flag.api.batch_file"))
 	apiCmd.Flags().Bool("dry-run", false, tr.T("flag.api.batch_dry_run"))
@@ -94,6 +95,10 @@ func runAPI(c *cobra.Command, args []string) error {
 		}
 	}
 
+	if paginate, _ := c.Flags().GetBool("paginate"); paginate {
+		return runAPIPaginate(cli, method, path, query)
+	}
+
 	env, err := cli.Do(method, path, body, query)
 	if err != nil {
 		var apiErr *client.APIError
@@ -107,6 +112,27 @@ func runAPI(c *cobra.Command, args []string) error {
 	return output.Print(env, resolveFormat())
 }
 
+// runAPIPaginate walks every page and prints the concatenated items as one array.
+// PaginateAll drives GET only, so a non-GET method must fail loudly rather than
+// silently degrade.
+func runAPIPaginate(cli *client.Client, method, path string, query url.Values) error {
+	if method != "GET" {
+		return fmt.Errorf("--paginate only supports GET requests, got %s", method)
+	}
+
+	items, err := cli.PaginateAll(path, query)
+	if err != nil {
+		var apiErr *client.APIError
+		if errors.As(err, &apiErr) {
+			errEnv := output.ErrorEnvelope(apiErr.Code, apiErr.Message, "")
+			return output.Print(errEnv, resolveFormat())
+		}
+		return err
+	}
+
+	return output.Print(output.SuccessEnvelope(items, nil), resolveFormat())
+}
+
 func readJSONBody(c *cobra.Command) (interface{}, error) {
 	bodyStr, _ := c.Flags().GetString("body")
 	bodyFile, _ := c.Flags().GetString("body-file")
diff --git a/cmd/api/api_test.go b/cmd/api/api_test.go
index dad41a8..cb47a70 100644
--- a/cmd/api/api_test.go
+++ b/cmd/api/api_test.go
@@ -1,7 +1,9 @@
 package api
 
 import (
+	"bytes"
 	"encoding/json"
+	"io"
 	"net/http"
 	"net/http/httptest"
 	"os"
@@ -42,7 +44,7 @@ func TestNewAPICmd(t *testing.T) {
 	}
 
 	// Verify flags exist
-	flags := []string{"body", "query", "header", "batch-file", "dry-run", "continue-on-error", "var"}
+	flags := []string{"body", "query", "paginate", "header", "batch-file", "dry-run", "continue-on-error", "var"}
 	for _, f := range flags {
 		if cmd.Flags().Lookup(f) == nil {
 			t.Fatalf("flag %q not found", f)
@@ -390,6 +392,94 @@ func TestRunAPIBatchContinueOnError(t *testing.T) {
 	}
 }
 
+// captureStdout redirects os.Stdout while fn runs, since output.Print writes there directly.
+func captureStdout(t *testing.T, fn func()) string {
+	t.Helper()
+	old := os.Stdout
+	r, w, err := os.Pipe()
+	if err != nil {
+		t.Fatalf("pipe: %v", err)
+	}
+	os.Stdout = w
+	done := make(chan string, 1)
+	go func() {
+		var buf bytes.Buffer
+		io.Copy(&buf, r)
+		done <- buf.String()
+	}()
+	fn()
+	w.Close()
+	os.Stdout = old
+	return <-done
+}
+
+type paginateEnvelope struct {
+	OK   bool                     `json:"ok"`
+	Data []map[string]interface{} `json:"data"`
+}
+
+func TestRunAPIPaginateCombinesPages(t *testing.T) {
+	// Real GitLink list shape wraps the array under a resource key, not "data".
+	var pages []string
+	setupAPITest(t, func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path != "/repos/owner/repo/issues.json" {
+			t.Fatalf("unexpected path: %s", r.URL.Path)
+		}
+		page := r.URL.Query().Get("page")
+		pages = append(pages, page)
+		w.Header().Set("Content-Type", "application/json")
+		switch page {
+		case "1":
+			w.Write([]byte(`{"total_count":3,"issues":[{"id":1},{"id":2}]}`))
+		case "2":
+			w.Write([]byte(`{"total_count":3,"issues":[{"id":3}]}`))
+		default:
+			t.Fatalf("unexpected page: %s", page)
+		}
+	})
+	cmdutil.Format = "json"
+
+	out := captureStdout(t, func() {
+		cmd := NewAPICmd()
+		cmd.SetArgs([]string{"GET", "/repos/owner/repo/issues", "--paginate", "--query", "limit=2"})
+		if err := cmd.Execute(); err != nil {
+			t.Fatalf("paginate error: %v", err)
+		}
+	})
+
+	var env paginateEnvelope
+	if err := json.Unmarshal([]byte(out), &env); err != nil {
+		t.Fatalf("unmarshal output %q: %v", out, err)
+	}
+	if !env.OK {
+		t.Fatalf("expected ok=true, got %s", out)
+	}
+	if len(env.Data) != 3 {
+		t.Fatalf("expected 3 combined items, got %d (%s)", len(env.Data), out)
+	}
+	for i, want := range []float64{1, 2, 3} {
+		if env.Data[i]["id"] != want {
+			t.Fatalf("item[%d].id = %v, want %v", i, env.Data[i]["id"], want)
+		}
+	}
+	if len(pages) != 2 || pages[0] != "1" || pages[1] != "2" {
+		t.Fatalf("expected pages [1 2], got %v", pages)
+	}
+}
+
+func TestRunAPIPaginateRejectsNonGet(t *testing.T) {
+	setupAPITest(t, func(w http.ResponseWriter, r *http.Request) {
+		t.Fatal("non-GET paginate should not reach server")
+	})
+	cmdutil.Format = "json"
+
+	cmd := NewAPICmd()
+	cmd.SetArgs([]string{"POST", "/items", "--paginate"})
+	if err := cmd.Execute(); err == nil {
+		t.Fatal("expected error for --paginate with non-GET method")
+	}
+}
+
 func writeBatchPlan(t *testing.T, payload interface{}) string {
 	t.Helper()
 	data, err := json.Marshal(payload)
diff --git a/doc/changes/api-paginate.md b/doc/changes/api-paginate.md
new file mode 100644
index 0000000..5a28fa2
--- /dev/null
+++ b/doc/changes/api-paginate.md
@@ -0,0 +1,7 @@
+# 新增 `api --paginate` 自动翻页
+
+`gitlink-cli api GET <PATH> --paginate` 对齐 `gh api --paginate`：自动逐页抓取并把所有条目拼接成一个数组输出，免去手动传 `page`/`limit` 逐页拉取。仅支持 GET，其它方法会明确报错而不是静默退化。
+
+配套修复了 `PaginateAll` 无法解包真实 GitLink 列表响应的问题。此前它只认顶层裸数组或 `data` 键下的数组，而 GitLink 列表接口把数组包在资源专属键下（`{"total_count":N,"pulls":[...]}`、`{"issues":[...]}`、`{"branches":[...]}` 等），这类响应会被当成单个对象直接返回、根本不翻页。现在解析顺序为：优先取 `data` 数组；否则取 map 中唯一的数组字段（覆盖 pulls/issues/branches/labels 等）；无数组字段或存在多个数组字段（歧义）时，保留“单对象作为单元素返回”的旧行为。短页终止（本页条目数小于 limit 即停止）与既有的裸数组、`data` 包裹用例保持不变。
+
+本次变更包含 `PaginateAll` 解包逻辑修复、`--paginate` 标志与 `runAPIPaginate` 路由、中英文帮助文案，以及单元测试：client 层验证 `{total_count, issues:[...]}` 两页拼接并正确解包 `issues`；cmd 层端到端验证 `--paginate` 合并多页输出与非 GET 报错。
diff --git a/internal/client/client_test.go b/internal/client/client_test.go
index c46226b..ad2e575 100644
--- a/internal/client/client_test.go
+++ b/internal/client/client_test.go
@@ -547,6 +547,48 @@ func TestPaginateAllNotOK(t *testing.T) {
 	}
 }
 
+func TestPaginateAllGitLinkWrapperShape(t *testing.T) {
+	// GitLink list endpoints wrap the array under a resource-specific key
+	// ({"total_count":N,"issues":[...]}) rather than the generic "data" key.
+	callCount := 0
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		callCount++
+		w.Header().Set("Content-Type", "application/json")
+		switch r.URL.Query().Get("page") {
+		case "1":
+			w.Write([]byte(`{"total_count":3,"issues":[{"id":1},{"id":2}]}`))
+		case "2":
+			w.Write([]byte(`{"total_count":3,"issues":[{"id":3}]}`))
+		default:
+			t.Fatalf("unexpected page: %s", r.URL.Query().Get("page"))
+		}
+	}))
+	defer server.Close()
+
+	c := &Client{HTTP: server.Client(), BaseURL: server.URL}
+	params := url.Values{}
+	params.Set("limit", "2")
+	items, err := c.PaginateAll("/repos/owner/repo/issues", params)
+	if err != nil {
+		t.Fatalf("PaginateAll error: %v", err)
+	}
+	if callCount != 2 {
+		t.Fatalf("expected 2 API calls, got %d", callCount)
+	}
+	if len(items) != 3 {
+		t.Fatalf("expected 3 combined items, got %d", len(items))
+	}
+	for i, want := range []float64{1, 2, 3} {
+		var obj map[string]interface{}
+		if err := json.Unmarshal(items[i], &obj); err != nil {
+			t.Fatalf("unmarshal item %d: %v", i, err)
+		}
+		if obj["id"] != want {
+			t.Fatalf("item[%d].id = %v, want %v", i, obj["id"], want)
+		}
+	}
+}
+
 func TestShouldAppendJSONSuffixSkipsRawFilePath(t *testing.T) {
 	if shouldAppendJSONSuffix("/Gitlink/forgeplus/raw/master/README.md") {
 		t.Fatal("raw file path should not get .json suffix")
diff --git a/internal/client/pagination.go b/internal/client/pagination.go
index 6eafc99..139f563 100644
--- a/internal/client/pagination.go
+++ b/internal/client/pagination.go
@@ -39,19 +39,16 @@ func (c *Client) PaginateAll(path string, params url.Values) ([]json.RawMessage,
 				items = append(items, raw)
 			}
 		case map[string]interface{}:
-			// Some endpoints wrap in {"data": [...], "total_count": N}
-			if arr, ok := data["data"]; ok {
-				if slice, ok := arr.([]interface{}); ok {
-					for _, item := range slice {
-						raw, _ := json.Marshal(item)
-						items = append(items, raw)
-					}
-				}
-			} else {
+			arr, ok := listArray(data)
+			if !ok {
 				// Single object, not paginated
 				raw, _ := json.Marshal(data)
 				return []json.RawMessage{raw}, nil
 			}
+			for _, item := range arr {
+				raw, _ := json.Marshal(item)
+				items = append(items, raw)
+			}
 		}
 
 		if len(items) == 0 {
@@ -71,3 +68,26 @@ func (c *Client) PaginateAll(path string, params url.Values) ([]json.RawMessage,
 
 	return all, nil
 }
+
+// listArray resolves the item array of one wrapped list page. GitLink wraps the
+// array under the generic "data" key on some endpoints and under a
+// resource-specific key on others ({"pulls":[...]}, {"issues":[...]},
+// {"branches":[...]}, ...), so prefer "data" and otherwise accept the sole
+// array-valued field. A map with no array field — or several, which is
+// ambiguous — is not a list page, so ok is false.
+func listArray(data map[string]interface{}) (arr []interface{}, ok bool) {
+	if d, isArr := data["data"].([]interface{}); isArr {
+		return d, true
+	}
+	for _, v := range data {
+		slice, isArr := v.([]interface{})
+		if !isArr {
+			continue
+		}
+		if ok {
+			return nil, false
+		}
+		arr, ok = slice, true
+	}
+	return arr, ok
+}
diff --git a/internal/i18n/locales/en-US.json b/internal/i18n/locales/en-US.json
index 0739395..1adae5b 100644
--- a/internal/i18n/locales/en-US.json
+++ b/internal/i18n/locales/en-US.json
@@ -122,6 +122,7 @@
   "flag.api.body_file": "Read request body JSON from a file",
   "flag.api.body_stdin": "Read request body JSON from stdin",
   "flag.api.header": "Additional headers (key:value)",
+  "flag.api.paginate": "Fetch every page of results and output as one combined array",
   "flag.api.query": "Query parameters (key=val&key2=val2)",
   "flag.auth.token": "Login by pasting an existing token",
   "flag.branch.from": "Source branch or commit",
diff --git a/internal/i18n/locales/zh-CN.json b/internal/i18n/locales/zh-CN.json
index 2e6fc4d..7f8cff0 100644
--- a/internal/i18n/locales/zh-CN.json
+++ b/internal/i18n/locales/zh-CN.json
@@ -122,6 +122,7 @@
   "flag.api.body_file": "从文件读取 JSON 请求体",
   "flag.api.body_stdin": "从标准输入读取 JSON 请求体",
   "flag.api.header": "附加请求头（key:value）",
+  "flag.api.paginate": "抓取所有分页结果并合并为一个数组输出",
   "flag.api.query": "查询参数（key=val&key2=val2）",
   "flag.auth.token": "通过粘贴已有 Token 登录",
   "flag.branch.from": "源分支或 Commit",