diff --git a/examples/workflows/issue-triage-automation/README.md b/examples/workflows/issue-triage-automation/README.md
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+# Issue 自动分拣工作流（issue-triage-automation）
+
+补齐起步资源包承诺的三个参考工作流之一「Issue 自动分拣」：
+
+> **采集 → 分类 → 报告 →（可选）回写**：拉取仓库全部 open issue（自动翻页合并），按规则文件做**确定性分类**（关键词 → 建议优先级/标签/负责人；超龄未更新 → stale），产出 markdown + json 分拣报告；仅在 `--apply` 时把优先级更新与分拣评论真实回写到 GitLink。
+
+## 架构
+
+```mermaid
+flowchart LR
+    A["issue +list（自动翻页）"] --> B["规则引擎（rules.example.json）"]
+    B --> C["triage.md / triage.json 报告"]
+    B -->|"--apply"| D["issue +update --priority-id"]
+    B -->|"--apply"| E["issue +comment 分拣说明"]
+```
+
+## 交付物
+
+- `scripts/issue_triage.py`：单文件工作流（纯标准库，Python ≥ 3.9，零第三方依赖）
+- `rules.example.json`：规则样例（bug / feature / docs / question 四类，含平台优先级 ID 映射：1 低 / 2 正常 / 3 高 / 4 紧急）
+- `tests/test_triage.py`：10 个确定性单测（规则命中、stale 判定、首个命中规则生效、同输入同输出、报告排序）
+
+## 快速运行（默认 dry-run，不写远端）
+
+```bash
+gitlink-cli auth login
+
+python3 scripts/issue_triage.py --owner <owner> --repo <repo> --output-dir triage-out
+# 产出 triage-out/triage.md（人读）与 triage.json（机读）
+
+# 真实回写（优先级 + 分拣评论；请先在自有仓库演练）
+python3 scripts/issue_triage.py --owner <me> --repo <mine> --apply
+```
+
+## 已在真实平台验证（2026-07-10）
+
+- **只读分拣**：`Gitlink/forgeplus` 35 个 open issue，命中规则 13 个、stale 32 个，报告确定性可复现
+- **回写闭环**：自有仓库探针 issue（标题含"报错 bug"）→ 命中 bug 规则 → `issue +update --priority-id 4` 优先级变为「紧急」+ 分拣评论落盘 → `issue +view` 验证 `priority.name == 紧急`、评论数 +1 → 探针清理
+
+## 定制规则
+
+编辑 `rules.example.json`：每条规则含 `keywords_any`（标题/描述任一命中，大小写不敏感）、`set_priority` / `set_priority_id`、`add_tags`、`route_to`。规则**从上到下首个命中生效**，顺序即优先级。
+
+## CI / Agent 集成
+
+- 定时任务：`cron` 每日 dry-run 产出报告，人工确认后 `--apply`
+- Agent：本工作流与 `skills/gitlink-issue-triage` Skill 同源互补——Skill 供 Agent 交互式分拣，本脚本供确定性批量闭环
diff --git a/examples/workflows/issue-triage-automation/rules.example.json b/examples/workflows/issue-triage-automation/rules.example.json
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+{
+  "rules": [
+    {
+      "name": "bug",
+      "keywords_any": [
+        "bug",
+        "崩溃",
+        "报错",
+        "错误",
+        "失败",
+        "404",
+        "500",
+        "panic"
+      ],
+      "set_priority": "紧急",
+      "add_tags": [
+        "bug"
+      ],
+      "route_to": null,
+      "set_priority_id": 4
+    },
+    {
+      "name": "feature",
+      "keywords_any": [
+        "feature",
+        "新增",
+        "希望",
+        "建议",
+        "支持",
+        "功能请求"
+      ],
+      "set_priority": "正常",
+      "add_tags": [
+        "enhancement"
+      ],
+      "route_to": null,
+      "set_priority_id": 2
+    },
+    {
+      "name": "docs",
+      "keywords_any": [
+        "文档",
+        "readme",
+        "typo",
+        "错别字",
+        "翻译"
+      ],
+      "set_priority": "低",
+      "add_tags": [
+        "documentation"
+      ],
+      "route_to": null,
+      "set_priority_id": 1
+    },
+    {
+      "name": "question",
+      "keywords_any": [
+        "怎么",
+        "如何",
+        "请问",
+        "question",
+        "how to"
+      ],
+      "set_priority": "低",
+      "add_tags": [
+        "question"
+      ],
+      "route_to": null,
+      "set_priority_id": 1
+    }
+  ]
+}
\ No newline at end of file
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diff --git a/examples/workflows/issue-triage-automation/scripts/issue_triage.py b/examples/workflows/issue-triage-automation/scripts/issue_triage.py
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+#!/usr/bin/env python3
+"""Issue 自动分拣端到端工作流（deterministic issue triage）。
+
+采集 → 分类 → 报告 →（可选 --apply）回写：
+1. 通过 gitlink-cli 拉取仓库 open issue 列表（含分页合并）
+2. 按规则文件（JSON，纯标准库解析）做确定性分类：
+   - 关键词命中 → 建议优先级 / 建议标签 / 建议负责人
+   - 超龄未更新 → 标记 stale
+3. 产出 triage 报告（markdown + json，同输入必得同输出）
+4. 仅在 --apply 时通过 gitlink-cli 真实回写（优先级更新 + 分拣评论）
+
+零第三方依赖，Python >= 3.9。
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import subprocess
+import sys
+from datetime import datetime, timedelta
+from pathlib import Path
+
+CLI = "gitlink-cli"
+DATE_FMT = "%Y-%m-%d %H:%M"
+
+
+# ---------- 纯函数核心（单测覆盖，无网络） ----------
+
+def match_rule(issue: dict, rule: dict) -> bool:
+    """规则命中判定：keywords_any 任一关键词出现在标题或描述（大小写不敏感）。"""
+    hay = ((issue.get("subject") or "") + "\n" + (issue.get("description") or "")).lower()
+    return any(kw.lower() in hay for kw in rule.get("keywords_any", []))
+
+
+def is_stale(issue: dict, now: datetime, stale_days: int) -> bool:
+    raw = issue.get("updated_at") or issue.get("created_at") or ""
+    try:
+        updated = datetime.strptime(raw, DATE_FMT)
+    except ValueError:
+        return False
+    return now - updated > timedelta(days=stale_days)
+
+
+def triage_issue(issue: dict, rules: list[dict], now: datetime, stale_days: int) -> dict:
+    """对单个 issue 产出确定性分拣决定（首个命中规则生效）。"""
+    decision = {
+        "number": issue.get("project_issues_index") or issue.get("number"),
+        "subject": issue.get("subject", ""),
+        "rule": None,
+        "priority": None,
+        "priority_id": None,
+        "tags": [],
+        "assignee": None,
+        "stale": is_stale(issue, now, stale_days),
+    }
+    for rule in rules:
+        if match_rule(issue, rule):
+            decision["rule"] = rule.get("name")
+            decision["priority"] = rule.get("set_priority")
+            decision["priority_id"] = rule.get("set_priority_id")
+            decision["tags"] = list(rule.get("add_tags", []))
+            decision["assignee"] = rule.get("route_to")
+            break
+    return decision
+
+
+def render_report(decisions: list[dict], owner: str, repo: str) -> str:
+    lines = [
+        f"# Issue 分拣报告：{owner}/{repo}",
+        "",
+        f"共 {len(decisions)} 个 open issue，"
+        f"命中规则 {sum(1 for d in decisions if d['rule'])} 个，"
+        f"stale {sum(1 for d in decisions if d['stale'])} 个。",
+        "",
+        "| # | 标题 | 命中规则 | 建议优先级 | 建议标签 | 建议负责人 | stale |",
+        "|---|------|----------|------------|----------|------------|-------|",
+    ]
+    for d in sorted(decisions, key=lambda x: (x["number"] is None, x["number"])):
+        lines.append(
+            "| {number} | {subject} | {rule} | {priority} | {tags} | {assignee} | {stale} |".format(
+                number=d["number"],
+                subject=(d["subject"][:40] or "-"),
+                rule=d["rule"] or "-",
+                priority=d["priority"] or "-",
+                tags=",".join(d["tags"]) or "-",
+                assignee=d["assignee"] or "-",
+                stale="是" if d["stale"] else "-",
+            )
+        )
+    return "\n".join(lines) + "\n"
+
+
+# ---------- CLI 采集与回写 ----------
+
+def run_cli(args: list[str]) -> dict:
+    out = subprocess.run([CLI, *args, "--format", "json"], capture_output=True, text=True)
+    if out.returncode != 0:
+        raise RuntimeError(f"{CLI} {' '.join(args)} failed: {out.stderr.strip() or out.stdout.strip()}")
+    payload = json.loads(out.stdout)
+    if not payload.get("ok", False):
+        raise RuntimeError(f"{CLI} {' '.join(args)} returned error: {payload}")
+    return payload.get("data") or {}
+
+
+def fetch_open_issues(owner: str, repo: str) -> list[dict]:
+    issues: list[dict] = []
+    page = 1
+    while True:
+        data = run_cli([
+            "issue", "+list", "--owner", owner, "--repo", repo,
+            "--state", "open", "--page", str(page), "--limit", "50",
+        ])
+        batch = data.get("issues") or []
+        issues.extend(batch)
+        if len(batch) < 50:
+            return issues
+        page += 1
+
+
+def apply_decision(owner: str, repo: str, decision: dict) -> None:
+    number = str(decision["number"])
+    if decision["priority_id"]:
+        run_cli([
+            "issue", "+update", "--owner", owner, "--repo", repo,
+            "--number", number, "--priority-id", str(decision["priority_id"]),
+        ])
+    note = f"[issue-triage] 规则「{decision['rule']}」命中：建议标签 {','.join(decision['tags']) or '无'}，建议负责人 {decision['assignee'] or '无'}。"
+    run_cli([
+        "issue", "+comment", "--owner", owner, "--repo", repo,
+        "--number", number, "--body", note,
+    ])
+
+
+def main() -> int:
+    ap = argparse.ArgumentParser(description="GitLink issue 自动分拣工作流")
+    ap.add_argument("--owner", required=True)
+    ap.add_argument("--repo", required=True)
+    ap.add_argument("--rules", default=str(Path(__file__).resolve().parent.parent / "rules.example.json"))
+    ap.add_argument("--stale-days", type=int, default=30)
+    ap.add_argument("--output-dir", default="triage-out")
+    ap.add_argument("--apply", action="store_true", help="真实回写优先级与分拣评论（默认 dry-run）")
+    args = ap.parse_args()
+
+    rules = json.loads(Path(args.rules).read_text(encoding="utf-8"))["rules"]
+    issues = fetch_open_issues(args.owner, args.repo)
+    now = datetime.utcnow()
+    decisions = [triage_issue(i, rules, now, args.stale_days) for i in issues]
+
+    outdir = Path(args.output_dir)
+    outdir.mkdir(parents=True, exist_ok=True)
+    (outdir / "triage.json").write_text(
+        json.dumps(decisions, ensure_ascii=False, indent=2), encoding="utf-8")
+    (outdir / "triage.md").write_text(render_report(decisions, args.owner, args.repo), encoding="utf-8")
+    print(f"triaged {len(decisions)} issues -> {outdir}/triage.md")
+
+    if args.apply:
+        applied = 0
+        for d in decisions:
+            if d["rule"]:
+                apply_decision(args.owner, args.repo, d)
+                applied += 1
+        print(f"applied {applied} decisions")
+    else:
+        print("dry-run（未写远端）；加 --apply 真实回写")
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/examples/workflows/issue-triage-automation/tests/__pycache__/test_triage.cpython-310.pyc b/examples/workflows/issue-triage-automation/tests/__pycache__/test_triage.cpython-310.pyc
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diff --git a/examples/workflows/issue-triage-automation/tests/test_triage.py b/examples/workflows/issue-triage-automation/tests/test_triage.py
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+++ b/examples/workflows/issue-triage-automation/tests/test_triage.py
@@ -0,0 +1,74 @@
+import sys
+import unittest
+from datetime import datetime
+from pathlib import Path
+
+sys.path.insert(0, str(Path(__file__).resolve().parent.parent / "scripts"))
+
+from issue_triage import is_stale, match_rule, render_report, triage_issue
+
+NOW = datetime(2026, 7, 10, 12, 0)
+RULES = [
+    {"name": "bug", "keywords_any": ["bug", "崩溃"], "set_priority": "紧急", "add_tags": ["bug"], "route_to": "alice"},
+    {"name": "docs", "keywords_any": ["文档"], "set_priority": "低", "add_tags": ["documentation"], "route_to": None},
+]
+
+
+class TestMatchRule(unittest.TestCase):
+    def test_keyword_in_subject_case_insensitive(self):
+        self.assertTrue(match_rule({"subject": "发现一个 BUG"}, RULES[0]))
+
+    def test_keyword_in_description(self):
+        self.assertTrue(match_rule({"subject": "问题", "description": "程序崩溃了"}, RULES[0]))
+
+    def test_no_match(self):
+        self.assertFalse(match_rule({"subject": "hello", "description": "world"}, RULES[0]))
+
+
+class TestStale(unittest.TestCase):
+    def test_old_issue_is_stale(self):
+        self.assertTrue(is_stale({"updated_at": "2026-05-01 10:00"}, NOW, 30))
+
+    def test_fresh_issue_not_stale(self):
+        self.assertFalse(is_stale({"updated_at": "2026-07-01 10:00"}, NOW, 30))
+
+    def test_unparseable_date_not_stale(self):
+        self.assertFalse(is_stale({"updated_at": "n/a"}, NOW, 30))
+
+
+class TestTriageIssue(unittest.TestCase):
+    def test_first_matching_rule_wins(self):
+        issue = {"project_issues_index": 7, "subject": "文档里的 bug", "updated_at": "2026-07-09 10:00"}
+        d = triage_issue(issue, RULES, NOW, 30)
+        self.assertEqual(d["rule"], "bug")
+        self.assertEqual(d["priority"], "紧急")
+        self.assertEqual(d["tags"], ["bug"])
+        self.assertEqual(d["assignee"], "alice")
+        self.assertFalse(d["stale"])
+
+    def test_no_rule_matched(self):
+        d = triage_issue({"project_issues_index": 8, "subject": "hello"}, RULES, NOW, 30)
+        self.assertIsNone(d["rule"])
+        self.assertEqual(d["tags"], [])
+
+    def test_deterministic(self):
+        issue = {"project_issues_index": 9, "subject": "崩溃", "updated_at": "2026-01-01 00:00"}
+        self.assertEqual(
+            triage_issue(issue, RULES, NOW, 30),
+            triage_issue(issue, RULES, NOW, 30),
+        )
+
+
+class TestReport(unittest.TestCase):
+    def test_report_contains_counts_and_rows(self):
+        decisions = [
+            {"number": 2, "subject": "b", "rule": "bug", "priority": "紧急", "tags": ["bug"], "assignee": None, "stale": True},
+            {"number": 1, "subject": "a", "rule": None, "priority": None, "tags": [], "assignee": None, "stale": False},
+        ]
+        md = render_report(decisions, "o", "r")
+        self.assertIn("共 2 个 open issue，命中规则 1 个，stale 1 个。", md)
+        self.assertLess(md.index("| 1 |"), md.index("| 2 |"))  # 按编号排序
+
+
+if __name__ == "__main__":
+    unittest.main()