{"slug":"xhs-replicate","title":"\u5c0f\u7ea2\u4e66\u5185\u5bb9\u589e\u957f\u95ed\u73af","description":"\u4ece\u5c0f\u7ea2\u4e66\u8c03\u7814\u627e\u9009\u9898\u3001\u951a\u5b9a\u7206\u6b3e\u9aa8\u67b6\u3001\u586b\u5165\u771f\u5b9e\u5185\u5bb9\u3001\u751f\u6210\u56fe\u7247\u4e0e\u5408\u89c4\u68c0\u67e5\uff0c\u5230\u56de\u6536 24h/48h/7 \u5929\u6570\u636e\u3002","category":"\u590d\u76d8\u4e0e\u589e\u957f","tags":["\u5c0f\u7ea2\u4e66","\u589e\u957f","\u7206\u6b3e","\u590d\u76d8"],"author":"tsingyuai","source_url":"https://github.com/tsingyuai/growth-lab/blob/main/models/xhs-replicate/SKILL.md","license":"Apache-2.0","status":"published","verification":"source_reviewed","verification_notes":"\u6765\u6e90 tsingyuai/growth-lab\uff08models/xhs-replicate/SKILL.md\uff09\uff0c\u672c\u5730\u6253\u5305\u4e0a\u4f20\uff1b\u672a\u6267\u884c\u5305\u5185\u811a\u672c\u3002","revision":"13b0c72ad7504f36a883f834ac0f7e8d","created_at":"2026-10-28T15:38:56+00:00","updated_at":"2026-10-28T15:39:17+00:00","source_repo":"","source_path":"","source_commit":"","source_updated_at":"","stars":0,"proxy_score":null,"score":null,"grade":null,"dimensions":{},"evaluation":{},"installs":0,"platforms":[],"formats":[],"category_slug":"growth","category_name":"\u590d\u76d8\u4e0e\u589e\u957f","usage_guide":{},"read_url":"https://shiliuai.cn/api/v2/skills/xhs-replicate","skill_url":"https://shiliuai.cn/api/v2/skills/xhs-replicate/files/SKILL.md","download_url":"https://shiliuai.cn/api/v2/skills/xhs-replicate/download","install_url":"https://shiliuai.cn/api/v2/skills/xhs-replicate/install","files":[{"path":"SKILL.md","bytes":9447,"url":"https://shiliuai.cn/api/v2/skills/xhs-replicate/files/SKILL.md"},{"path":"agents/openai.yaml","bytes":256,"url":"https://shiliuai.cn/api/v2/skills/xhs-replicate/files/agents/openai.yaml"},{"path":"references/product-opportunity-map.md","bytes":3098,"url":"https://shiliuai.cn/api/v2/skills/xhs-replicate/files/references/product-opportunity-map.md"},{"path":"references/result-intake.md","bytes":2888,"url":"https://shiliuai.cn/api/v2/skills/xhs-replicate/files/references/result-intake.md"}],"content":"---\nname: xhs-replicate\ndescription: \u5c0f\u7ea2\u4e66\u5185\u5bb9\u589e\u957f\u95ed\u73af \u2014\u2014 \u4ece\u8c03\u7814\u627e idea\u3001\u951a\u5b9a\u7206\u6b3e\u9aa8\u67b6\u3001\u586b\u5165\u771f\u5b9e\u4ea7\u54c1\u5185\u5bb9\u3001\u751f\u56fe\u4e0e\u5408\u89c4\u68c0\u67e5\uff0c\u5230\u56de\u6536 24h/48h/7d \u53d1\u5e03\u7ed3\u679c\u5e76\u5b8c\u6210\u590d\u76d8\u3002\u7528\u6237\u8981\u6c42\u51fa\u7a3f\u3001\u590d\u523b\u3001\u6708\u5ea6\u590d\u76d8\u3001\u67e5\u770b\u53d1\u5e03\u6570\u636e\u6216\u4fee\u8ba2\u5185\u5bb9\u89c4\u5f8b\u65f6\u4f7f\u7528\u3002\n---\n\n# xhs-replicate \u2014 \u5355\u4e00\u53c2\u8003\u9a71\u52a8\u7684\u5185\u5bb9\u751f\u4ea7\u4e0e\u590d\u76d8\n\n## \u6e90 Skill \u5143\u6570\u636e\n\n- `when_to_use`:\u7528\u6237\u8bf4\u300c\u51fa\u4e00\u7bc7 / \u590d\u523b\u8fd9\u6761\u7206\u6b3e / \u505a X \u4e3b\u9898\u7684\u56fe\u6587 / \u627e\u4e2a\u7206\u6b3e\u5957\u4e00\u4e0b / \u8e6d\u8fd9\u4e2a\u70ed\u70b9\u51fa\u4e2a\u5185\u5bb9\u300d\u65f6\u3002\u53ef\u72ec\u7acb\u89e6\u53d1,\u81ea\u5e26\u524d\u7f6e\u8865\u5168\u3002\n- `arguments`:\"topic_or_viral_note role\"\n- `argument-hint`:\"[\u4e3b\u9898\u6216\u7206\u6b3enote_id] [official|personal]\"\n\n## \u8fd9\u6761\u6d41\u7a0b\u7684\u76ee\u6807(\u9879\u76ee\u6838\u5fc3\u76ee\u6807,\u91cd\u5b9a\u4e49)\n\n- **\u9ad8\u6548** = \u4ece\u300c\u8c03\u7814\u627e idea\u300d\u5230\u300c\u53d1\u5e03\u5c31\u7eea\u300d\u7684\u6700\u77ed\u94fe\u8def\uff1a\u951a\u4e00\u6761\u7528\u6237\u786e\u8ba4\u7684\u9ad8\u8d28\u91cf\u53c2\u8003\uff0c\u8fc1\u79fb\u53ef\u590d\u7528\u7684\u4fe1\u606f\u5c42\u7ea7\uff0c\u586b\u5165\u5f53\u524d\u4ea7\u54c1\u7684\u771f\u5b9e\u5185\u5bb9\u5e76\u51fa\u56fe\u3002\u4ea7\u54c1\u4e8b\u5b9e\u5fc5\u987b\u6765\u81ea\u7528\u6237\u5f53\u524d workspace \u6216\u660e\u786e\u63d0\u4f9b\u7684\u8d44\u6599\u3002\n- **\u4f18\u8d28** = \u4e24\u4e2a\u6307\u6807\u9a71\u52a8,**\u91cd\u5fc3\u5168\u5728\u5185\u5bb9**:\n  - **\u66dd\u5149(\u9605\u8bfb\u6570)= \u94a9\u5b50**:\u9996\u9875\u94a9\u5b50\u7167\u7206\u6b3e\u5b9e\u9645\u7f16\u6392,\u4ece\u7528\u6237\u75db\u70b9 / \u70ed\u70b9\u51fa\u53d1,\u8ba9\u4eba\u300c\u770b\u5230\u6807\u9898\u5c01\u9762\u5c31\u60f3\u70b9\u300d\u3002\n  - **\u8d5e\u85cf(\u8d5e\u9605\u6bd4 / \u85cf\u9605\u6bd4)= \u7528\u6237\u4ef7\u503c**:\u5185\u5bb9\u6709\u4ef7\u503c\u3001\u4e0d\u7a7a\u3001\u6709\u5e8f\u6e05\u6670\u3001\u89e3\u51b3\u7528\u6237\u771f\u5b9e\u95ee\u9898\u2014\u2014\u8ba9\u4eba\u300c\u70b9\u8fdb\u6765\u89c9\u5f97\u503c,\u613f\u610f\u8d5e/\u6536\u85cf\u300d\u3002\n\n> \u26a0\ufe0f \u8bda\u5b9e\u8fb9\u754c:\u8fd9\u6761\u6d41\u7a0b\u4f18\u5316\u7684\u662f\u300c\u5355\u5e16\u5185\u5bb9\u8d28\u91cf\u300d\u3002**\u66dd\u5149\u91cf\u672c\u8eab\u53d7\u8d26\u53f7\u6743\u91cd \u00d7 \u8d5b\u9053\u4f53\u91cf\u9650\u5236**(\u7ed3\u6784\u6027\u5929\u82b1\u677f,\u9760\u517b\u53f7/\u9009\u8d5b\u9053,\u5185\u5bb9\u67b6\u6784\u591f\u4e0d\u5230)\u3002\u590d\u523b\u8ba9\u4ea7\u51fa\u66f4\u5feb\u66f4\u7a33,\u4e0d\u7b49\u4e8e\u4fdd\u8bc1\u7206\u3002\n\n## 5 \u6b65\u95ed\u73af\n\n\u82e5\u6267\u884c\u65f6\u53d1\u73b0\u4f9d\u8d56\u7f3a\u5931,\u89e6\u53d1\u7edf\u4e00\u7684 [onboard-growth-lab](../onboard-growth-lab/SKILL.md),\u7531\u5b83\u5728\u4e00\u6b21\u5bf9\u8bdd\u91cc\u5ba1\u8ba1\u5168\u90e8\u80fd\u529b\u5e76\u8ba9\u7528\u6237\u9009\u62e9\u914d\u7f6e\u6216\u7ed5\u8fc7;\u672c Skill \u4e0d\u81ea\u884c\u7ef4\u62a4 onboarding \u6d41\u7a0b\u3002\n\n\u4ea7\u54c1\u8ba4\u77e5\u8d2f\u7a7f\u6574\u4e2a\u95ed\u73af\uff0c\u4e0d\u5728\u5f00\u59cb\u65f6\u4e00\u6b21\u6027\u8865\u9f50\u3002\u9996\u6b21\u6267\u884c\u6216\u5f53\u524d\u4efb\u52a1\u7f3a\u5c11\u4ea7\u54c1\u4e8b\u5b9e\u65f6\uff0c\u8c03\u7528 [research-product](../../collectors/research-product/SKILL.md)\uff0c\u53ea\u628a\u5df2\u786e\u8ba4\u7684\u4ea7\u54c1\u5f62\u6001\u4e0e\u80fd\u529b\u589e\u91cf\u5199\u5165 `SOUL.md`\uff1b\u7528\u6237\u3001\u95ee\u9898\u548c\u4ef7\u503c\u7ee7\u7eed\u4f5c\u4e3a\u5f85\u9a8c\u8bc1\u9879\u3002\u8be6\u7ec6\u8fde\u63a5\u65b9\u5f0f\u89c1 [\u4ea7\u54c1\u80fd\u529b\u4e0e\u5185\u5bb9\u673a\u4f1a\u6620\u5c04](references/product-opportunity-map.md)\u3002\n\n```\n\u2460 \u627e idea  \u2192  \u2461 \u9009\u62e9\u53c2\u8003\u5e76\u8fc1\u79fb\u7ed3\u6784  \u2192  \u2462 \u586b\u5185\u5bb9  \u2192  \u2463 \u751f\u56fe + \u68c0\u67e5  \u2192  \u2464 \u7ed3\u679c\u56de\u6536\u4e0e\u590d\u76d8\n```\n\n### \u2460 \u627e idea(\u8c03\u7814\u9a71\u52a8)\n- \u8c03\u7814**\u7ade\u54c1 / \u7206\u6b3e / \u70ed\u70b9\u8bdd\u9898 / \u70ed\u70b9\u4e8b\u4ef6**,\u4ea7\u51fa\u300c\u6709\u66dd\u5149\u6f5c\u529b\u7684 idea\u300d\u3002\n- \u6765\u6e90\uff1a[xiaohongshu-mcp](../../collectors/xiaohongshu-mcp/SKILL.md) \u7684 browser-first \u53ea\u8bfb\u91c7\u96c6 + `memory/xhs-replicate/libraries/xhs/` \u4e2d\u672c loop \u8fd0\u884c\u65f6\u6d3e\u751f\u7684\u901a\u7528\u5019\u9009\u6837\u672c + \u5f53\u4e0b\u70ed\u70b9\u3002\u4ed3\u5e93\u4e0d\u9644\u5e26\u79c1\u6709\u5bf9\u6807\u5e93\u3002\n- \u9996\u6b21\u641c\u7d22\u9ed8\u8ba4\u91c7\u96c6 25 \u6761\u3002\u5f00\u59cb\u524d\u5fc5\u987b\u544a\u8bc9\u7528\u6237\u6570\u91cf\u53ef\u8c03\u6574\uff0c\u4f46\u5efa\u8bae 25 \u6761\uff1b\u6bcf\u6279\u9650\u5b9a 20\u201330 \u6761\u5e76\u5728\u8fd4\u56de\u540e\u7acb\u5373\u843d\u76d8\uff0c\u4e0d\u80fd\u7b49\u5f85\u65e0\u754c\u7684\u9875\u9762\u7a33\u5b9a\u5224\u65ad\u3002\n- \u4ea7\u51fa = \u4e00\u53e5\u8bdd idea:**\u6302\u54ea\u4e2a\u70ed\u70b9 / \u6233\u54ea\u4e2a\u75db\u70b9 + \u951a\u54ea\u6761\u7206\u6b3e(note_id)**\u3002\n- **\u5148\u770b\u53ef\u501f\u9274\u6027\uff0c\u4e0d\u7528\u540c\u7c7b\u6027\u505a\u51c6\u5165\u95e8\u69db**\uff1a\u5546\u4e1a\u4ea7\u54c1\u3001\u8bfe\u7a0b\u3001\u65e0\u6e90\u7801\u9879\u76ee\u3001\u4e0d\u540c\u89d2\u8272\u6216\u4e0d\u540c\u5ba3\u4f20\u76ee\u7684\u7684\u5185\u5bb9\u90fd\u53ef\u4ee5\u8fdb\u5165\u5019\u9009\u3002\u627e\u7206\u6b3e\u4e0d\u662f\u5bfb\u627e\u4e0e\u5f53\u524d\u4ea7\u54c1\u3001\u76ee\u6807\u7528\u6237\u3001\u4ea7\u54c1\u7c7b\u578b\u3001\u5ba3\u4f20\u76ee\u7684\u548c\u53d9\u4e8b\u89d2\u8272\u5b8c\u5168\u76f8\u540c\u7684\u5185\u5bb9\uff1b\u53ea\u8981\u5b83\u5728\u94a9\u5b50\u3001\u53d9\u4e8b\u3001\u4fe1\u606f\u7ec4\u7ec7\u3001\u89c6\u89c9\u7f16\u6392\u6216\u8f6c\u5316\u65b9\u5f0f\u4e0a\u6709\u76ca\uff0c\u5c31\u53ef\u4ee5\u53c2\u8003\u3002\u4e0d\u5f97\u56e0\u4e3a\u201c\u4e0d\u662f\u5f00\u6e90\u9879\u76ee\u201d\u201c\u6ca1\u6709\u6e90\u7801\u201d\u201c\u662f\u8bfe\u7a0b/\u5546\u4e1a\u4ea7\u54c1\u201d\u800c\u76f4\u63a5\u5254\u9664\u3002\n- \u5bf9 shortlist \u4e2d\u6bcf\u6761\u5019\u9009\u90fd\u505a\u4e00\u4efd**\u5dee\u5f02\u2014\u8fc1\u79fb\u5224\u65ad**\uff0c\u81f3\u5c11\u8bb0\u5f55\uff1a\u5b83\u5356\u4ec0\u4e48\u3001\u5bf9\u8c01\u8bf4\u3001\u5e0c\u671b\u8bfb\u8005\u505a\u4ec0\u4e48\u3001\u7531\u8c01\u53d9\u8ff0\uff1b\u5206\u522b\u4e0e\u5f53\u524d\u4efb\u52a1\u6709\u4ec0\u4e48\u5dee\u5f02\uff1b\u8fd9\u4e9b\u5dee\u5f02\u4f1a\u600e\u6837\u6539\u53d8\u53ef\u4fe1\u5ea6\u6765\u6e90\u3001\u5229\u76ca\u627f\u8bfa\u5f3a\u5ea6\u3001\u9500\u552e\u611f\u3001\u6280\u672f\u7ec6\u8282\u5bc6\u5ea6\u548c\u6574\u4f53\u5185\u5bb9\u8c03\u6027\uff1b\u6700\u540e\u660e\u786e\u54ea\u4e9b\u7ed3\u6784\u53ef\u4ee5\u8fc1\u79fb\u3001\u54ea\u4e9b\u8868\u8fbe\u4e0d\u80fd\u7167\u642c\u3002\u683c\u5f0f\u89c1 [\u4ea7\u54c1\u80fd\u529b\u4e0e\u5185\u5bb9\u673a\u4f1a\u6620\u5c04](references/product-opportunity-map.md)\u3002\n- \ud83d\udd11 **\u9009\u54c1\u5224\u65ad\u4e0d\u53ef\u7701**\uff1a\u4e0b\u8f7d\u9996\u6279\u5168\u90e8\u5c01\u9762\u5e76\u68c0\u67e5\u8054\u7cfb\u8868\uff0c\u53ea\u4e3a 3\u20138 \u6761\u89c6\u89c9\u53ca\u5185\u5bb9\u5747\u901a\u8fc7\u7684\u5019\u9009\u8865\u8be6\u60c5\u3002\u76f4\u63a5\u5411\u7528\u6237\u5c55\u793a\u5019\u9009\u4ee3\u8868\u56fe\u3001\u6807\u9898\u3001\u8bc4\u5206\u548c\u98ce\u9669\uff1b\u65e0\u6cd5\u786e\u8ba4\u56fe\u7247\u5185\u8054\u5c55\u793a\u65f6\uff0c\u5728\u540c\u4e00\u56de\u590d\u63d0\u4f9b\u5e72\u51c0\u516c\u5f00\u94fe\u63a5\u3002\u82e5\u7528\u6237\u8ba4\u4e3a\u6240\u6709\u5019\u9009\u90fd\u4e00\u822c\uff0c\u8bb0\u5f55\u539f\u56e0\u5e76\u6362\u67e5\u8be2\uff0c\u4e0d\u5f97\u5f3a\u8feb\u4ece\u5f31\u6279\u6b21\u4e2d\u9009\u62e9\u201c\u6700\u597d\u7684\u4e00\u6761\u201d\u3002\n\n### \u2461 \u9009\u62e9\u53c2\u8003\u5e76\u8fc1\u79fb\u7ed3\u6784\n- \u7531\u7528\u6237\u786e\u8ba4\u6070\u597d 1 \u6761\u4e3b\u8981\u89c6\u89c9\u5b66\u4e60\u6837\u672c\uff0c\u5199\u5165 `visual-reference-selection.json` \u5e76\u901a\u8fc7 Collector \u9a8c\u8bc1\u5668\u3002\u5176\u4ed6\u5019\u9009\u53ea\u80fd\u4f5c\u4e3a\u88ab\u62d2\u7edd\u7684\u7814\u7a76\u8bc1\u636e\uff0c\u4e0d\u80fd\u6df7\u5165\u89c6\u89c9\u89c4\u5219\u6216\u751f\u56fe reference\u3002\n- \u53ea\u8fc1\u79fb\u62bd\u8c61\u5c42\u7ea7\u3001\u8bc1\u660e\u533a\u6bd4\u4f8b\u3001\u9605\u8bfb\u8282\u594f\u3001\u4fe1\u606f\u5bc6\u5ea6\u7b49\u901a\u7528\u89c4\u5219\u3002\u4e0d\u5f97\u590d\u5236\u6765\u6e90\u7684\u54c1\u724c\u3001\u6587\u6848\u3001\u4ea7\u54c1 UI\u3001\u4e13\u6709\u622a\u56fe\u3001\u72ec\u7279\u88c5\u9970\u3001\u7cbe\u786e\u6784\u56fe\u6216\u5b8c\u6574\u5361\u7247\u987a\u5e8f\u3002\n- \u4ea7\u51fa\uff1a`draft.md`\u3001`image-plan.md`\u3001\u5355\u4e00\u53c2\u8003\u9009\u62e9\u548c\u4e0d\u53ef\u590d\u5236\u8fb9\u754c\uff1b\u6bcf\u5f20\u5361\u8bf4\u660e\u81ea\u8eab\u804c\u8d23\u3001\u771f\u5b9e\u7d20\u6750\u548c\u5236\u4f5c\u6a21\u5f0f\uff0c\u4e0d\u4ee5\u53c2\u8003\u56fe\u5361\u6570\u51b3\u5b9a\u6210\u54c1\u5361\u6570\u3002\n- \u5b9e\u64cd\u7531 [xhs-render-cards](../../executors/xhs-render-cards/SKILL.md) \u603b SOP \u8d1f\u8d23\uff0c\u5177\u4f53\u8def\u7ebf\u89c1\u5176 `references/rendering.md`\u3002\n\n### \u2462 \u586b\u5185\u5bb9(\u4f18\u8d28\u6838\u5fc3 = \u91cd\u5fc3\u6240\u5728)\n- \u628a\u5f53\u524d\u4ea7\u54c1\u7684**\u5df2\u9a8c\u8bc1\u771f\u5b9e\u529f\u80fd**\u586b\u8fdb\u5df2\u6279\u51c6\u7ed3\u6784\uff1b\u4e8b\u5b9e\u6765\u6e90\u4e0d\u660e\u786e\u5c31\u505c\u4e0b\u8be2\u95ee\uff0c\u7981\u6b62\u8865\u5199\u3002\n- \u6309\u4ee5\u4e0b\u94a9\u5b50\u4e0e\u4ef7\u503c\u7ea6\u675f\u586b\u5199:\n  - **\u94a9\u5b50(\u66dd\u5149)**:\u9996\u9875/\u6807\u9898\u7528\u7206\u6b3e\u9a8c\u8bc1\u8fc7\u7684 hook \u7c7b\u578b,\u7ed3\u5408\u81ea\u5bb6\u529f\u80fd**\u672c\u5730\u5316\u6539\u5199**(\u6a21\u4eff\u8868\u8fbe\u98ce\u683c,\u4e0d\u751f\u642c\u539f\u53e5)\u3002\n  - **\u7528\u6237\u4ef7\u503c(\u8d5e\u85cf)**:\u6bcf\u5904\u586b\u300c\u7528\u6237\u80fd\u5f97\u5230\u4ec0\u4e48\u300d,\u8fc7**\u4ef7\u503c\u4e09\u95ee**(\u2460 \u7528\u6237\u64cd\u4f5c\u8fd8\u662f\u7528\u6237\u4ea7\u7269?\u2461 \u529f\u80fd\u540d\u8fd8\u662f\u89e3\u51b3\u95ee\u9898?\u2462 \u4ea7\u54c1\u505a\u4e86\u4ec0\u4e48\u8fd8\u662f\u7528\u6237\u5f97\u5230\u4ec0\u4e48?)\u2014\u2014\u80fd\u586b\u8fdb\u300c\u6211\u80fd ___\u300d\u624d\u5bf9\u3002\n- \u26d4 **\u529f\u80fd \u2194 \u5361\u4f4d\u9002\u914d(\u9632\u751f\u642c\u786c\u5957,\u552f\u4e00\u786c\u6293\u624b)**:\u539f\u56fe\u5361\u4f4d**\u65e0\u5bf9\u5e94\u771f\u5b9e\u80fd\u529b \u2192 \u780d\u5361 / \u6362\u529f\u80fd,\u4e0d\u51d1\u5361\u6570\u786c\u7f16**\u3002\u53c2\u8003\u56fe\u6709 7 \u5361\u800c\u771f\u5b9e\u5185\u5bb9\u53ea\u652f\u6301 6 \u5361\uff0c\u5c31\u636e\u5b9e\u505a 6 \u5361\u3002\n- \u6bcf\u6bb5\u5fc5\u987b\u901a\u8fc7 [xhs-render-cards \u7684 DAI SOP](../../executors/xhs-render-cards/references/deai.md)\uff0cDAI \u4e0d\u518d\u662f\u53ef\u9009\u7684\u72ec\u7acb Skill\u3002\n- \u5185\u5bb9\u5fc5\u987b\u575a\u6301\u4e00\u4e2a\u9c9c\u660e\u7acb\u573a\u5e76\u5355\u5411\u63a8\u8fdb\u3002\u9047\u5230\u6709\u98ce\u9669\u3001\u65e0\u8bc1\u636e\u6216\u65e0\u6cd5\u575a\u5b9a\u6210\u7acb\u7684 claim\uff0c\u6574\u53e5\u5220\u9664\uff1b\u4e0d\u5f97\u7528\u201c\u4e0d\u627f\u8bfa\u3001\u53ea\u5b9e\u73b0\u3001\u4f5c\u4e3a demo\u3001\u5c40\u9650\u662f\u3001\u5e76\u4e0d\u610f\u5473\u7740\u201d\u7b49\u9632\u5fa1\u6027\u8868\u8fbe\u4fdd\u7559\u5f31\u5316\u7248\u672c\u3002\n- \u771f\u622a\u56fe\u8d70 [screenshot-assets](../../executors/screenshot-assets/SKILL.md)(AI \u4e0d\u4f2a\u9020\u4ea7\u54c1 UI)\u3002\n\n### \u2463 \u751f\u56fe + \u81ea\u52a8\u68c0\u67e5\n- **\u5b98\u53f7**:\u6309 [xhs-render-cards](../../executors/xhs-render-cards/SKILL.md) \u5b8c\u6210 DAI\u3001image plan\u3001\u7d20\u6750\u3001\u6e32\u67d3\u548c\u8d28\u91cf\u68c0\u67e5\u3002**\u4e2a\u4eba\u53f7**:\u4ecd\u5fc5\u987b\u5b8c\u6210 DAI\uff1b\u65e0\u56fe\u65f6\u53ef\u8df3\u8fc7\u6e32\u67d3\u9636\u6bb5\u3002\n- \u51fa\u56fe / \u53d1\u5e03\u524d\u8fd0\u884c\u4e24\u9879\u81ea\u52a8\u68c0\u67e5\uff08`make lint-post`\uff0c\u672a\u901a\u8fc7\u65f6\u4ee5 exit 1 \u963b\u65ad\uff09\uff1a\n  - `executors/xhs-render-cards/scripts/check-compliance.py` \u2014 **\u901a\u7528\u5e73\u53f0\u5408\u89c4**(\u7edd\u5bf9\u5316\u5ba3\u79f0 / \u7ad9\u5916\u5bfc\u6d41 / \u865a\u5047\u4fdd\u8bc1 / \u654f\u611f\u4fe1\u606f)\n  - `executors/xhs-render-cards/scripts/check-banned-phrases.py` \u2014 **\u964d AI \u5473**(\u300c\u4e0d\u662fA\u800c\u662fB\u300d/ AI \u5957\u8bdd)\n\n### \u2464 \u7ed3\u679c\u56de\u6536\u4e0e\u590d\u76d8\n\n\u7528\u6237\u8bf4\u201c\u8fd9\u6279\u53d1\u5b8c\u770b\u6570\u636e\u201d\u201c\u6708\u5ea6\u590d\u76d8\u201d\u201c\u6839\u636e\u7ed3\u679c\u66f4\u65b0\u65b9\u6cd5\u201d\u65f6\uff0c\u7ee7\u7eed\u6267\u884c\u672c loop \u7684 [\u7ed3\u679c\u56de\u6536\u4e0e\u590d\u76d8\u6d41\u7a0b](references/result-intake.md)\uff0c\u4e0d\u8981\u8f6c\u4ea4\u72ec\u7acb\u7684 `result-intake` Skill\u3002\n\n- \u53d1\u5e03\u5f53\u4e0b\u4ee5\u53ca 24h\u300148h\u30017d \u7684\u771f\u5b9e\u6570\u636e\u5199\u5165 `memory/xhs-replicate/publish-log/`\u3002\n- \u56de\u6536\u622a\u56fe\u3001\u5355\u5e16\u590d\u76d8\u548c\u5206\u6790\u4e5f\u7559\u5728 `memory/xhs-replicate/`\uff0c\u4e0e\u4ea7\u751f\u5b83\u4eec\u7684\u5e16\u5b50\u5efa\u7acb\u53ef\u8ffd\u6eaf\u94fe\u63a5\u3002\n- \u65b0\u89c4\u5f8b\u5fc5\u987b\u81f3\u5c11\u6709 3 \u6761\u5171\u73b0\u8bc1\u636e\uff1b\u5148\u7ed9\u7528\u6237 diff \u8349\u6848\uff0c\u786e\u8ba4\u540e\u624d\u66f4\u65b0\u672c Model \u6216\u76f8\u5173 Collector/Executor \u7684\u65b9\u6cd5\u3002\n- \u4e0d\u81ea\u52a8\u89e6\u53d1\u56de\u6536\u3001\u4e0d\u81ea\u52a8\u53d1\u5e03\u3001\u4e0d\u81ea\u52a8 commit \u65b9\u6cd5\u53d8\u66f4\u3002\n\n## \u4fdd\u7559\u7684\u4eba\u5de5\u53cd\u9988\u70b9(\u53ea 2 \u4e2a)\n- **role**(\u5b98\u53f7 / \u4e2a\u4eba\u53f7)\u7f3a \u2192 \u95ee\u7528\u6237(\u51b3\u5b9a deai \u89c4\u5219 + \u662f\u5426\u51fa\u56fe)\u3002\n- **\u9009\u54ea\u6761\u4f5c\u4e3a\u4e3b\u8981\u89c6\u89c9\u5b66\u4e60\u6837\u672c** \u2192 \u5fc5\u987b\u5c55\u793a\u56fe\u7247\u6216\u5e72\u51c0\u516c\u5f00\u94fe\u63a5\u540e\u7531\u7528\u6237\u62cd\u677f\u6216\u786e\u8ba4\u3002\n\n## \u7ea2\u7ebf\uff08\u81ea\u52a8\u5408\u89c4\u68c0\u67e5 + \u4eba\u5de5\u6700\u7ec8\u786e\u8ba4\uff09\n- \u7edd\u5bf9\u5316\u5ba3\u79f0\u3001\u7ad9\u5916\u5bfc\u6d41\u3001\u865a\u5047\u7ed3\u679c\u4fdd\u8bc1\u3001\u654f\u611f\u4fe1\u606f\u7d22\u53d6\u90fd\u53ef\u80fd\u5728\u5185\u5bb9\u66ff\u6362\u65f6\u88ab\u5e26\u5165\u3002`check-compliance` \u53ea\u62e6\u5b57\u9762\uff1b\u8bed\u4e49\u5c42\u4ecd\u9700\u4eba\u5de5\u5ba1\u9605\u3002\n- \u5177\u4f53\u884c\u4e1a\u7684\u76d1\u7ba1\u3001\u58f0\u660e\u548c\u7981\u7528\u8868\u8fbe\u7531\u8c03\u7528\u672c loop \u7684\u9886\u57df\u65b9\u6cd5\u8d1f\u8d23\uff0c\u4e0d\u80fd\u5199\u6b7b\u5728\u901a\u7528\u5c0f\u7ea2\u4e66\u6d41\u7a0b\u91cc\u3002\n\n## \u4e0d\u505a\u4ec0\u4e48\n- \u4e0d\u5f52\u7eb3 form / \u4e0d\u51d1 \u22655 \u53c2\u8003 / \u4e0d\u8d70 8 \u6b65\u94c1\u5f8b \u2014\u2014 \u90a3\u662f\u5df2\u5220\u7684\u539f\u521b\u8def\u7ebf\u811a\u624b\u67b6\u3002\n- \u4e0d\u590d\u5236\u6765\u6e90\u7684\u7cbe\u786e\u7248\u5f0f\u3001\u89c6\u89c9\u8eab\u4efd\u3001\u6587\u6848\u6216\u4ea7\u54c1\u754c\u9762\uff1b\u53ea\u8fc1\u79fb\u5df2\u8bb0\u5f55\u7684\u62bd\u8c61\u7ed3\u6784\u89c4\u5219\u3002\n- \u4e0d\u628a\u201c\u5fc5\u987b\u540c\u4e3a\u5f00\u6e90\u9879\u76ee / \u5fc5\u987b\u6709\u6e90\u7801 / \u5fc5\u987b\u540c\u76ee\u6807\u7528\u6237\u4e0e\u89d2\u8272\u201d\u5f53\u4f5c\u7206\u6b3e\u5019\u9009\u7684\u786c\u7b5b\u9009\u6761\u4ef6\u3002\n- \u4e0d\u4e3a\u51d1\u539f\u56fe\u5361\u6570\u786c\u7f16\u65e0\u5bf9\u5e94\u80fd\u529b\u7684\u529f\u80fd(= \u751f\u642c\u786c\u5957,\u7ea2\u7ebf)\u3002\n- \u4e0d\u53d1\u5e03 / \u4e0d\u8df3\u8fc7\u5408\u89c4\u68c0\u67e5 / \u4e0d\u8ba9 AI \u4f2a\u9020\u4ea7\u54c1 UI\u3002\n\n## Growth Lab Memory \u63a5\u5165\n\n- \u672c\u8f6e\u8c03\u7814\u8bc1\u636e\u3001\u9009\u54c1\u5224\u65ad\u3001\u951a\u5b9a\u7684 note_id / URL\u3001\u6267\u884c\u4ea7\u7269\u8def\u5f84\u3001\u4eba\u5de5\u53d1\u5e03\u4fe1\u606f\u4e0e\u4e0b\u4e00\u6b65\u5199\u5165 `memory/xhs-replicate/`\u3002\n- `memory/xhs-replicate/outputs/` \u7ee7\u7eed\u627f\u8f7d\u672c Skill \u539f\u6709\u7684\u53d1\u5e03\u7269\u76ee\u5f55\uff1bMemory \u7528\u53ef\u8ffd\u6eaf\u94fe\u63a5\u5f15\u7528\u8fd9\u4e9b\u4ea7\u7269,\u4e0d\u91cd\u590d\u4fdd\u5b58\u65b9\u6cd5\u8bba\u3002\n- \u53d1\u5e03\u6570\u636e\u7edf\u4e00\u5199\u5165 `memory/xhs-replicate/publish-log/`\uff1b\u4e0d\u5f97\u53e6\u5efa `memory/result-intake/`\u3002\n","usage":"\u8bfb\u53d6 SKILL.md\uff0c\u5e76\u6309\u9700\u8bfb\u53d6\u914d\u5957\u6587\u4ef6\uff1b\u4e0b\u8f7d ZIP \u83b7\u53d6\u5b8c\u6574\u5305\u3002\u6280\u80fd\u662f\u4efb\u52a1\u65b9\u6cd5\uff0c\u4e0d\u6388\u4e88\u65b0\u589e\u8d26\u6237\u3001\u4ed8\u8d39\u6216\u7cfb\u7edf\u6743\u9650\u3002"}