diff --git a/.claude/skills/review-cards/scripts/review_cards.py b/.claude/skills/review-cards/scripts/review_cards.py
index 25ac23a..7ae9b98 100644
--- a/.claude/skills/review-cards/scripts/review_cards.py
+++ b/.claude/skills/review-cards/scripts/review_cards.py
@@ -139,6 +139,56 @@ def review(work_id, batch, model, dry_run):
                + ("（dry-run 未写库）" if dry_run else ""))
 
 
+@cli.command()
+@click.option("--work-id", type=int, help="限定书")
+@click.option("--out", required=True, type=click.Path(), help="输出 markdown 路径（仓库 docs/ 下，给创始人质检）")
+def export(work_id, out):
+    """全部活卡导出为人读样张（创始人确认门的入口物料——他看文件，不读数据库）。
+    每卡：审核判定/三角色判词/字段全文/实例章号/审计标记；按书分节、判定排序。"""
+    order = {"pass": 0, "revise": 1, "reject": 2, None: 3}
+    with psycopg.connect(DSN) as conn:
+        rows = conn.execute(
+            """SELECT w.title, d.id, d.draft_payload FROM muse_knowledge_draft d
+               JOIN muse_content_work w ON w.id=d.source_id
+               WHERE d.tenant_id=%s AND d.source_type='parse_book' AND d.deleted=FALSE"""
+            + (" AND d.source_id=%s" if work_id else "") + " ORDER BY w.title, d.id",
+            [TENANT] + ([work_id] if work_id else [])).fetchall()
+    books = {}
+    for title, did, p in rows:
+        books.setdefault(title, []).append((did, p))
+    stats = {"pass": 0, "revise": 0, "reject": 0, None: 0}
+    for cards in books.values():
+        for _, p in cards:
+            stats[(p.get("审核") or {}).get("判定")] += 1
+    lines = [f"# 公共范式卡样张（{len(rows)} 张）\n",
+             f"> 审核判定：**pass {stats['pass']} / revise {stats['revise']} / reject {stats['reject']}**"
+             + (f"（未审 {stats[None]}）" if stats[None] else "") + "。",
+             "> pass=建议入公共库；revise=有料但需改；reject=不够格（多为单场景记录冒充范式）。",
+             "> 「实例」里的人名/专名是溯源信息（设计允许），卡身字段应无专名。\n"]
+    for title, cards in books.items():
+        cards.sort(key=lambda x: (order[(x[1].get("审核") or {}).get("判定")], -(x[1].get("审核") or {}).get("均分", 0)))
+        lines.append(f"\n## 《{title}》（{len(cards)} 张）\n")
+        for did, p in cards:
+            audit = p.get("审核") or {}
+            lines.append(f"### [{audit.get('判定', '未审')} {audit.get('均分', '')}] "
+                         f"{p.get('名称')}（{p.get('型')}·库号{did}）\n")
+            lines.append(f"**摘要**：{p.get('一句话摘要')}\n")
+            for k, v in (p.get("字段") or {}).items():
+                lines.append(f"- **{k}**：{v}")
+            if p.get("实例"):
+                lines.append("- **实例**：" + "；".join(
+                    f"第{i.get('章')}章「{i.get('定位')}」" for i in p["实例"]))
+            marks = [m for m in ("跨窗待证", "判重", "裁剪字段", "改型") if p.get(m)]
+            if marks:
+                lines.append("- **审计标记**：" + "；".join(
+                    f"{m}={json.dumps(p[m], ensure_ascii=False)}" for m in marks))
+            for role, r in (audit.get("角色") or {}).items():
+                lines.append(f"- *{role}*（{'/'.join(map(str, r.get('分', [])))}）：{r.get('判词')}")
+            lines.append("")
+    pathlib.Path(out).write_text("\n".join(lines))
+    click.echo(f"样张已导出：{out}（{len(rows)} 卡）")
+
+
 @cli.command()
 @click.option("--work-id", type=int, help="限定书")
 @click.option("--batch", required=True, help="要对照的审核批次号（先跑 review）")