{"slug":"story-deslop","title":"\u7f51\u6587\u53bb AI \u5473","description":"\u4ece\u8868\u8fbe\u3001\u53d9\u4e8b\u7528\u7b14\u3001\u6545\u4e8b\u56e0\u679c\u4e09\u5c42\u8bca\u65ad\u5e76\u4fee\u590d\u6587\u672c\uff0c\u4fdd\u7559\u4f5c\u8005\u6587\u98ce\u4e0e\u65e2\u5b9a\u5267\u60c5\u3002","category":"\u6539\u7a3f","tags":["\u7f51\u6587","\u6539\u7a3f","\u53bbAI\u5473"],"author":"oh-story","source_url":"https://github.com/zenstory-ai/oh-story-claudecode/blob/main/skills/story-deslop/SKILL.md","license":"MIT","status":"published","verification":"source_reviewed","verification_notes":"\u6765\u6e90 zenstory-ai/oh-story-claudecode\uff08skills/story-deslop/SKILL.md\uff09\uff0c\u672c\u5730\u6253\u5305\u4e0a\u4f20\uff1b\u672a\u6267\u884c\u5305\u5185\u811a\u672c\u3002","revision":"91b4384f15264b298d5723bfc39b9bb8","created_at":"2026-10-28T08:54:22+00:00","updated_at":"2026-10-28T08:54:50+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":"editing","category_name":"\u6539\u7a3f","usage_guide":{},"read_url":"https://shiliuai.cn/api/v2/skills/story-deslop","skill_url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/SKILL.md","download_url":"https://shiliuai.cn/api/v2/skills/story-deslop/download","install_url":"https://shiliuai.cn/api/v2/skills/story-deslop/install","files":[{"path":"SKILL.md","bytes":11930,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/SKILL.md"},{"path":"references/agent-calls.md","bytes":1258,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/references/agent-calls.md"},{"path":"references/banned-words.md","bytes":11123,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/references/banned-words.md"},{"path":"references/deslop-gates.md","bytes":2533,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/references/deslop-gates.md"},{"path":"references/expression.md","bytes":9713,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/references/expression.md"},{"path":"references/narrative-focus.md","bytes":6862,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/references/narrative-focus.md"},{"path":"references/story-logic.md","bytes":6069,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/references/story-logic.md"},{"path":"references/style-resolution.md","bytes":3790,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/references/style-resolution.md"},{"path":"scripts/check-ai-patterns.js","bytes":75274,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/scripts/check-ai-patterns.js"},{"path":"scripts/check-degeneration.js","bytes":15104,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/scripts/check-degeneration.js"},{"path":"scripts/normalize-punctuation.js","bytes":13480,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/scripts/normalize-punctuation.js"},{"path":"scripts/style-whitelist.js","bytes":1168,"url":"https://shiliuai.cn/api/v2/skills/story-deslop/files/scripts/style-whitelist.js"}],"content":"---\nname: story-deslop\nversion: 1.0.0\ndescription: \"\u7f51\u6587\u53bbAI\u5473\u3002\u4ece\u8868\u8fbe\u3001\u53d9\u4e8b\u7528\u7b14\u3001\u6545\u4e8b\u56e0\u679c\u4e09\u5c42\u8bca\u65ad\u5e76\u4fee\u590d\u6587\u672c\uff0c\u4fdd\u7559\u4f5c\u8005\u6587\u98ce\u4e0e\u5df2\u5b9a\u5267\u60c5\u3002\u89e6\u53d1\u65b9\u5f0f\uff1a/story-deslop\u3001/\u53bbAI\u5473\u3001\u300c\u53bbAI\u5473\u300d\u300c\u8fd9\u7bc7\u592aAI\u4e86\u300d\u300c\u7f51\u6587\u53bbAI\u5473\u300d\u3002\"\nmetadata: {\"openclaw\":{\"source\":\"https://github.com/zenstory-ai/oh-story-claudecode\"}}\n---\n# story-deslop\uff1a\u7f51\u6587\u53bbAI\u5473\n\n**\u6587\u98ce\u88c1\u51b3**\uff1a\u5148\u8bfb [references/style-resolution.md](references/style-resolution.md)\uff0c\u52a0\u8f7d\u672c\u4e66\u6587\u98ce\uff0c\u590d\u7528\u8c03\u7528\u65b9\u7684 `style_resolution` \u4e0e\u4f5c\u8005\u504f\u597d\uff1b\u5355\u72ec\u8c03\u7528\u65f6\u6309\u5f53\u524d\u8bf7\u6c42\u4e0e\u672c\u4e66\u6587\u98ce\u88c1\u51b3\u3002\u540c\u4e00\u88c1\u51b3\u4ea4\u7ed9\u540e\u7eed\u6267\u884c\u8005\u3002\n\n**\u6539\u5199\u91cd\u70b9\uff1a\u8868\u8fbe\u81ea\u7136\u3001\u7b14\u58a8\u6709\u91cd\u5fc3\u3001\u6545\u4e8b\u6709\u4f9d\u636e\uff1b\u8bca\u65ad\u4e0e\u6267\u884c\u90fd\u6309\u4f5c\u8005\u8303\u56f4\u3002**\n\n---\n\n## \u6267\u884c\u8fb9\u754c\n\n- \u672a\u9650\u5b9a\u8303\u56f4\u7684\u72ec\u7acb\u53bb\u5473\uff0c\u5b8c\u6574\u68c0\u67e5\u8868\u8fbe\u3001\u7528\u7b14\u3001\u6545\u4e8b\u4e09\u5c42\u3002\u4e09\u5c42\u662f\u68c0\u67e5\u5bf9\u8c61\uff0c\u4e0d\u6309\u8bcd\u9891\u5206\u8f7b\u4e2d\u91cd\uff1b\u6bcf\u5c42\u53ef\u4ee5\u6ca1\u6709\u95ee\u9898\u3002\u7528\u6237\u660e\u786e\u53ea\u67e5\u8bcd\u53e5\u3001\u67d0\u6bb5\u6216\u67d0\u7c7b\u95ee\u9898\u65f6\uff0c\u5c0a\u91cd\u8303\u56f4\u3002\n- \u666e\u901a\u53bb\u5473\u53ef\u4fee\u8868\u8fbe\u3001\u6062\u590d\u5df2\u6709\u627f\u63a5\u3001\u8c03\u6574\u5df2\u5b9a\u5185\u5bb9\u7684\u8be6\u7565\uff1b\u5141\u8bb8\u5220\u9664\u6574\u6bb5\u65e0\u529f\u80fd\u5185\u5bb9\uff0c\u4fdd\u62a4\u4f0f\u7b14\u3001\u56e0\u679c\u3001\u4eba\u7269\u9009\u62e9\u3001\u60c5\u7eea\u4f53\u9a8c\u4e0e\u63ed\u9732\u987a\u5e8f\u3002\u9700\u8981\u6539\u53d8\u4e8b\u4ef6\u3001\u52a8\u673a\u3001\u7ed3\u679c\u6216\u65b0\u589e\u6210\u7acb\u6761\u4ef6\u65f6\uff0c\u6309\u6545\u4e8b\u5c42\u533a\u5206\u8bbe\u8ba1\u63d0\u6848\u548c\u5df2\u6388\u6743\u91cd\u5199\u3002\u4e0d\u80fd\u7528\u65b0\u5fae\u52a8\u4f5c\u3001\u7c97\u8bdd\u3001\u8bc1\u636e\u6216\u51b2\u7a81\u5236\u9020\u201c\u771f\u4eba\u611f\u201d\u3002\n- \u6587\u98ce\u88c1\u51b3\u53ea\u5f71\u54cd\u8868\u8fbe\uff0c\u4e0d\u6539\u53d8\u4e8b\u5b9e\u4e0e\u4fe1\u606f\u8fb9\u754c\u3002\u51c6\u786e\u76f4\u5199\u3001\u5fc3\u7406\u6d3b\u52a8\u3001\u5e26\u7acb\u573a\u7684\u53d9\u8ff0\u548c\u6709\u529f\u80fd\u7684\u505c\u987f\u5747\u53ef\u4fdd\u7559\uff0c\u4e0d\u673a\u68b0\u5957 Show/Tell\u3001\u53e5\u957f\u6216\u5220\u51cf\u7387\u3002\n- \u7528\u6237\u53ea\u8981\u68c0\u6d4b\u6216\u6807\u6ce8\u65f6\uff0c\u53ea\u51fa\u8bca\u65ad\uff0c\u4e0d\u4fee\u6539\u6b63\u6587\u3002\u4f5c\u8005\u53ea\u8bf4\u300c\u53bbAI\u5473\u300d\u300c\u8fd9\u7bc7\u592aAI\u4e86\u300d\u65f6\u6309\u6539\u7a3f\u5904\u7406\uff1a\u8868\u8fbe\u4e0e\u7528\u7b14\u76f4\u63a5\u6539\uff0c\u6545\u4e8b\u5c42\u7f3a\u53e3\u7ed9\u51fa\u65b9\u6848\uff0c\u4f5c\u8005\u6388\u6743\u540e\u518d\u6539\u3002\u4f5c\u8005\u62a5\u544a\u7528\u767d\u8bdd\u3001\u539f\u6587\u4f4d\u7f6e\u4e0e\u9605\u8bfb\u540e\u679c\uff0c\u4e0d\u628a\u68c0\u6d4b\u7c7b\u522b\u540d\u3001\u811a\u672c\u5b57\u6bb5\u5f53\u8bc4\u4ef7\u3002\n- \u957f\u7bc7\u9879\u76ee\uff08\u4e66\u76ee\u5f55\u4e0b\u6709 `\u6b63\u6587/` \u4e0e `\u8ffd\u8e2a/`\uff09\u9700\u8981\u6539\u53d8\u4e8b\u4ef6\u3001\u5173\u7cfb\u3001\u4eba\u7269\u6240\u77e5\u6216\u7ed3\u679c\u65f6\uff0c\u5373\u4f7f\u4f5c\u8005\u5df2\u6388\u6743\uff0c\u4e5f\u5e26\u7740\u8bca\u65ad\u548c\u6388\u6743\u8f6c `/story-long-write`\u300c\u4fee\u6539\u7b2cX\u7ae0\u300d\u6267\u884c\uff0c\u7531\u90a3\u8fb9\u5907\u4efd\u539f\u6587\u5e76\u540c\u6b65\u8ffd\u8e2a\uff1b\u672c\u6d41\u7a0b\u53ea\u6539\u8868\u8fbe\u3001\u7528\u7b14\u548c\u5df2\u6709\u4f9d\u636e\u7684\u627f\u63a5\u3002\n- \u4e0d\u63a8\u65ad\u4f5c\u8005\u8eab\u4efd\u6216\u627f\u8bfa\u68c0\u6d4b\u5206\u6570\u3002\u7528\u6237\u63d0\u4f9b\u5916\u90e8\u68c0\u6d4b\u62a5\u544a\u6216 `/story-review` \u7684\u5ba1\u7a3f\u7ed3\u8bba\u65f6\uff0c\u53ea\u63d0\u53d6\u80fd\u5bf9\u5e94\u5230\u6b63\u6587\u7684\u5177\u4f53\u95ee\u9898\uff0c\u4f5c\u4e3a\u672c\u6b21\u8303\u56f4\u3002\n\n### \u4f5c\u8005\u504f\u597d\u8fb9\u754c\n\n\u53ea\u63a5\u6536\u8c03\u7528\u65b9\u5df2\u6709\u7684\u4f5c\u8005\u504f\u597d\uff0c\u4e0d\u67e5\u8be2\u6216\u8bb0\u5f55\u4f5c\u8005\u8bb0\u5fc6\uff1b\u72ec\u7acb\u8c03\u7528\u65f6\u4e0d\u52a0\u8f7d\u8bb0\u5fc6\u6587\u4ef6\u3002\u504f\u597d\u4f5c\u4e3a\u81ea\u7136\u503e\u5411\uff0c\u4e0d\u9010\u6761\u8ffd\u6c42\u547d\u4e2d\uff0c\u4e0d\u727a\u7272\u8fde\u8d2f\u3001\u8282\u594f\u548c\u5b57\u6570\uff1b\u5f53\u524d\u8bf7\u6c42\u3001\u539f\u6587\u5267\u60c5\u529f\u80fd\u548c\u672c skill \u4fdd\u62a4\u89c4\u5219\u4f18\u5148\u3002\n\n## \u53bb\u5473\u6d41\u7a0b\n\n### Phase 1\uff1a\u8bfb\u539f\u6587\u4e0e\u4e09\u5c42\u626b\u63cf\n\n\u4ece\u6b63\u6587\u8def\u5f84\u786e\u5b9a\u4e66\u76ee\u5f55\u548c\u7bc7\u5e45\uff1a\u5355\u4e2a `\u6b63\u6587.md` \u4e00\u822c\u662f\u77ed\u7bc7\uff0c`\u6b63\u6587/` \u4e0b\u9010\u7ae0\u6587\u4ef6\u4e00\u822c\u662f\u957f\u7bc7\uff1b\u4f18\u5148\u91c7\u7528\u4f5c\u8005\u4e0e\u9879\u76ee\u7684\u660e\u786e\u8bf4\u660e\u3002\u6309\u5f00\u5934\u7684\u6587\u98ce\u88c1\u51b3\u8bfb\u672c\u4e66\u8981\u6c42\uff0c\u901a\u8bfb\u672c\u6b21\u6b63\u6587\uff0c\u6309\u9700\u67e5\u76f8\u5173\u524d\u6587\u548c\u5df2\u5b9a\u8bbe\u8ba1\uff0c\u4e0d\u6574\u8bfb\u65e0\u5173\u5168\u4e66\u3002\u8d44\u6599\u7f3a\u5931\u65f6\u7ee7\u7eed\u6709\u4f9d\u636e\u7684\u90e8\u5206\uff0c\u6807\u660e\u672a\u77e5\u3002\u672c\u6b21\u6d89\u53ca\u591a\u7ae0\u65f6\uff0c\u9010\u7ae0\u5b8c\u6210 Phase 1\u20134 \u518d\u8fdb\u4e0b\u4e00\u7ae0\uff0c\u4ea4\u7ed9\u5199\u624b\u65f6\u6bcf\u7ae0\u6d3e\u4e00\u6b21\u3002\n\n\u9ed8\u8ba4\u5b8c\u6574\u8bfb\u53d6\u4ee5\u4e0b\u4e09\u4efd\u65b9\u6cd5\u540e\u626b\u63cf\uff1b\u660e\u786e\u9650\u5b9a\u8303\u56f4\u65f6\u6309 [references/deslop-gates.md](references/deslop-gates.md) \u9009\u62e9\u9700\u8981\u7684\u65b9\u6cd5\uff1a\n\n| \u65b9\u6cd5 | \u68c0\u67e5\u4ec0\u4e48 |\n|---|---|\n| [references/expression.md](references/expression.md) | \u5148\u6cbb\u7406\u7535\u62a5\u4f53\u4e0e\u77ed\u788e\u53e5\uff0c\u518d\u67e5\u8bcd\u53e5\u3001\u58f0\u53e3\u548c\u673a\u68b0\u590d\u73b0 |\n| [references/narrative-focus.md](references/narrative-focus.md) | \u573a\u666f\u4f5c\u7528\u3001\u8be6\u7565\u3001\u5173\u952e\u8fc7\u7a0b\u4e0e\u7ec6\u8282\u529f\u80fd |\n| [references/story-logic.md](references/story-logic.md) | \u884c\u4e3a\u3001\u56e0\u679c\u3001\u7acb\u573a\u3001\u53d8\u5316\u3001\u540e\u679c\u4e0e\u77e5\u60c5\u987a\u5e8f |\n\n\u672c\u5730\u6b63\u6587\u5148\u8fd0\u884c\u786e\u5b9a\u6027\u9884\u68c0\uff0c\u53ea\u62a5\u544a\u4e0d\u6539\u5199\u3002\u4e0b\u5217\u547d\u4ee4\u5747\u4ece\u672c skill \u6839\u6267\u884c\uff0c\u6b63\u6587\u53c2\u6570\u4f7f\u7528\u7edd\u5bf9\u8def\u5f84\uff1a\n\n```bash\nnode scripts/check-ai-patterns.js --check --fail-on=blocking <\u6b63\u6587\u6587\u4ef6...>\n```\n\n\u811a\u672c\u547d\u4e2d\u662f\u5b9a\u4f4d\u7ebf\u7d22\uff0c\u96f6\u547d\u4e2d\u4e0d\u4ee3\u66ff\u4e09\u5c42\u626b\u63cf\u3002\u6bcf\u7c7b\u63d0\u793a\u5f52\u54ea\u5c42\u3001\u5224\u65ad\u4ec0\u4e48\uff0c\u89c1 expression.md \u672b\u8282\u7684\u7d22\u5f15\uff1bblocking \u8981\u6539\u5230\u51c0\u6216\u6309\u767d\u540d\u5355\u4fdd\u7559\uff08\u89c1 Phase 4\uff09\uff0cadvisory \u56de\u5230\u8bed\u5883\u5224\u65ad\uff0c\u4e0d\u4e3a\u5f52\u96f6\u673a\u68b0\u6539\u7a3f\u3002\u5b8c\u6574\u8bcd\u6761\u4ec5\u5728\u9700\u8981\u5b9a\u4f4d\u67d0\u79cd\u8868\u8fbe\u65f6\u67e5 [references/banned-words.md](references/banned-words.md)\u3002\n\n\u6587\u4ef6\u524d 6 \u884c\u5185\u3001\u7ae0\u8282\u6807\u9898\u4e0b\u6709 `<!-- \u53bb\u5473:\u8df3\u8fc7 -->` \u800c\u4f5c\u8005\u8fd9\u6b21\u8981\u6c42\u53bb\u5473\u65f6\uff0c\u7167\u5e38\u5904\u7406\uff1ablocking \u6e05\u96f6\u540e\u5220\u6389\u8fd9\u4e00\u884c\uff1b\u4ecd\u6709\u5269\u4f59\u963b\u585e\u65f6\u4fdd\u7559\uff0c\u5e76\u5728\u62a5\u544a\u91cc\u544a\u8bc9\u4f5c\u8005\u8fd9\u7ae0\u4ecd\u6309\u8df3\u8fc7\u5904\u7406\u3002\n\n### Phase 2\uff1a\u5b9a\u4f4d\u95ee\u9898\u4e0e\u786e\u5b9a\u6539\u6cd5\n\n\u6bcf\u4e2a\u5b9e\u9645\u95ee\u9898\u8bb0\u5f55\u539f\u6587\u4f4d\u7f6e\u3001\u9020\u6210\u7684\u9605\u8bfb\u540e\u679c\u3001\u6240\u7f3a\u4f9d\u636e\u548c\u6700\u5c0f\u6539\u6cd5\u3002\u533a\u5206\u4e09\u79cd\u5904\u7f6e\uff1a\u53ef\u4ee5\u76f4\u63a5\u4fee\u590d\uff1b\u9700\u8981\u8bbe\u8ba1\u4f46\u5c1a\u672a\u6388\u6743\uff1b\u8d44\u6599\u4e0d\u8db3\u4e0d\u80fd\u5b9a\u8bba\u3002\u65e0\u9700\u51d1\u9f50\u95ee\u9898\u6570\u91cf\uff0c\u4e5f\u4e0d\u7528\u8868\u5c42\u547d\u4e2d\u6570\u51b3\u5b9a\u540e\u4e24\u5c42\u662f\u5426\u68c0\u67e5\u3002\n\n\u5148\u5224\u65ad\u6545\u4e8b\u7684\u6210\u7acb\u6761\u4ef6\uff0c\u518d\u5b89\u6392\u573a\u666f\u7528\u7b14\uff0c\u6700\u540e\u5904\u7406\u8bcd\u53e5\u3002\u82e5\u5267\u60c5\u7f3a\u53e3\u6682\u4e0d\u80fd\u6539\uff0c\u7ee7\u7eed\u5b8c\u6210\u72ec\u7acb\u53ef\u4fee\u90e8\u5206\uff0c\u5728\u62a5\u544a\u4e2d\u4fdd\u7559\u7f3a\u53e3\uff1b\u4e0d\u8981\u6dfb\u52a0\u8868\u60c5\u6216\u603b\u7ed3\u53e5\u5047\u88c5\u56e0\u679c\u5df2\u7ecf\u4fee\u597d\u3002\u4f5c\u8005\u5df2\u6388\u6743\u7684\u5267\u60c5\u91cd\u5199\u6309\u6267\u884c\u8fb9\u754c\u76f4\u63a5\u6267\u884c\u6216\u8f6c\u4ea4\uff0c\u4e0d\u91cd\u590d\u8be2\u95ee\u540c\u4e00\u6388\u6743\u3002\n\n\u4ec5\u68c0\u6d4b\u65f6\u5230\u6b64\u4ea4\u4ed8\uff0c\u4f7f\u7528\u4e0b\u8868\uff0c\u4fdd\u6301\u6b63\u6587\u4e0d\u53d8\uff1b\u6539\u7a3f\u65f6\u8868\u4e2d\u5185\u5bb9\u4f5c\u4e3a\u6267\u884c\u4f9d\u636e\uff0c\u4ea4\u4ed8\u7edf\u4e00\u8d70 Phase 5\u3002\n\n<!-- author-report -->\n```md\n## \u68c0\u67e5\u7ed3\u679c\n- \u8868\u8fbe\uff1a{\u5b9e\u9645\u95ee\u9898\u3001\u672a\u53d1\u73b0\u660e\u663e\u95ee\u9898\u6216\u672c\u6b21\u672a\u68c0\u67e5}\n- \u7528\u7b14\uff1a{\u5b9e\u9645\u95ee\u9898\u3001\u672a\u53d1\u73b0\u660e\u663e\u95ee\u9898\u6216\u672c\u6b21\u672a\u68c0\u67e5}\n- \u6545\u4e8b\uff1a{\u5b9e\u9645\u7f3a\u53e3\u3001\u672a\u53d1\u73b0\u660e\u663e\u95ee\u9898\u3001\u8d44\u6599\u4e0d\u8db3\u7684\u8303\u56f4\u6216\u672c\u6b21\u672a\u68c0\u67e5}\n\n| \u4f4d\u7f6e\u4e0e\u539f\u6587 | \u8bfb\u8d77\u6765\u6709\u4ec0\u4e48\u95ee\u9898 | \u5efa\u8bae\u600e\u6837\u5904\u7406 |\n|---|---|---|\n| {\u53ef\u5b9a\u4f4d\u7684\u539f\u6587} | {\u5177\u4f53\u635f\u5931\u6216\u65ad\u70b9} | {\u53ef\u76f4\u63a5\u6539\u7684\u5185\u5bb9\uff0c\u6216\u9700\u8981\u8bbe\u8ba1\u7684\u6700\u5c0f\u9009\u9879\u4e0e\u5f71\u54cd} |\n\n{\u8d44\u6599\u4e0d\u8db3\u65f6\u5199\u6e05\u65e0\u6cd5\u6838\u5b9e\u4ec0\u4e48\uff1b\u6ca1\u6709\u5c31\u7701\u7565\u3002}\n```\n\n### Phase 3\uff1a\u6309\u6388\u6743\u6539\u7a3f\n\n> Agent \u517c\u5bb9\u6027\uff1a\u53ea\u68c0\u67e5\u5f53\u524d\u5bbf\u4e3b\uff1aClaude `.claude/agents/{agent}.md`\uff08`subagent_type`\uff09\u3001OpenCode `.opencode/agents/{agent}.md`\uff08`subagent` \u7684 `agent`\uff09\u3001Codex `.codex/agents/{agent}.toml`\uff08`agent_type`\uff09\u3001Antigravity `.agents/agents/agent-name/agent.md`\uff08`invoke_subagent` + `TypeName`\uff09\u3002ZCode \u67e5\u63d2\u4ef6\u6ce8\u518c\u7684\u540c\u540d\u89d2\u8272\uff0c\u7528 `Agent` \u6309\u5b9e\u9645 schema \u6d3e\u53d1\uff0c\u4e0d\u8981\u6c42 `.zcode/agents`\u3002\u4ec5\u89d2\u8272/\u5de5\u5177\u4e0d\u53ef\u7528\u6216\u8fd4\u56de\u672a\u77e5 agent \u65f6\u964d\u7ea7 solo/direct\uff1a\u767d\u8bdd\u544a\u8bc9\u4f5c\u8005\u300c\u8fd9\u6b21\u7531\u6211\u76f4\u63a5\u6539\u300d\uff0c`Fallback: project custom agents unavailable -> solo` \u539f\u6587\u53ea\u8fdb\u62a5\u544a\u6700\u540e\u4e00\u884c\u300c\u6280\u672f\u5907\u6ce8\uff1a\u300d\u3002\n>\n> Spawn \u7248\u672c\u63d0\u793a\uff08\u4e0d\u963b\u65ad spawn\uff09\uff1a\u5148\u8bfb\u53d6\u9879\u76ee\u6839 `.story-deployed` \u7684 `agents_version`\u3002\u4e0e\u672c\u7248 `agents_version: 37` \u4e0d\u4e00\u81f4\u65f6\uff08\u6807\u8bb0\u7f3a\u5931\u3001\u5b57\u6bb5\u7f3a\u5931/\u975e\u6574\u6570\u3001\u5c0f\u4e8e\u6216\u5927\u4e8e 37\uff09**\u7167\u5e38\u6309\u5f53\u524d\u5bbf\u4e3b\u89d2\u8272\u6765\u6e90\u68c0\u67e5\u5e76 spawn**\uff0c\u540c\u65f6\u7528\u4e00\u53e5\u767d\u8bdd\u63d0\u793a\u4f5c\u8005\u300c\u5199\u4f5c\u52a9\u624b\u662f\u65e7\u7248\uff0c\u8fd0\u884c /story-setup\uff08ZCode \u5148\u66f4\u65b0\u63d2\u4ef6\uff09\u540e\u65b0\u5f00\u4f1a\u8bdd\u300d\uff0c`Notice: agents bundle \u7248\u672c\u4e0d\u5339\u914d\uff08\u9879\u76ee {N}\uff0c\u672c\u7248 37\uff09` \u539f\u6587\u5199\u8fdb\u6280\u672f\u5907\u6ce8\u884c\uff1b\u5927\u4e8e 37 \u65f6\u989d\u5916\u63d0\u793a\u5148\u66f4\u65b0 oh-story-claudecode\uff0c\u4e0d\u8981\u7528\u672c\u5730\u65e7\u7248 setup \u964d\u7ea7\u8986\u76d6\u3002\u53ea\u6709\u5f53\u524d\u5bbf\u4e3b\u89d2\u8272\u7f3a\u5931\u6216\u4e0d\u66b4\u9732\u8c03\u7528\u80fd\u529b\u65f6\u624d\u964d\u7ea7 solo/direct\uff0c`Fallback: ... -> solo` \u540c\u6837\u53ea\u8fdb\u6280\u672f\u5907\u6ce8\u884c\u3002\n\n\u6539\u52a8\u6587\u4ef6\u524d\uff0c\u5148\u628a\u539f\u6587\u590d\u5236\u5230\u4e66\u5185 `.story/work/\u53bb\u5473\u539f\u7a3f/{YYYYMMDD}_{\u539f\u6587\u4ef6\u540d}`\uff0cPhase 4 \u5bf9\u7167\u5b83\u56de\u8bfb\uff1b\u4f5c\u8005\u8981\u64a4\u56de\u65f6\u7528\u5b83\u6062\u590d\u3002\n\n1. \u5df2\u5728 narrative-writer \u5185\uff0c\u6309\u672c\u6b21\u8303\u56f4\u76f4\u63a5\u6267\u884c\uff0c\u4e0d\u5d4c\u5957 spawn\u3002\n2. \u4e3b\u4f1a\u8bdd\u627e\u5230\u5f53\u524d\u8fd0\u884c\u65f6\u7684 narrative-writer\uff0c\u6309\u4e0a\u65b9\u517c\u5bb9\u8bf4\u660e\u8c03\u7528\uff1b\u53ea\u5728\u6b64\u65f6\u8bfb [references/agent-calls.md](references/agent-calls.md)\uff0c\u4f20\u9012\u5b9e\u9645\u8bca\u65ad\u3001\u539f\u6587\u4f9d\u636e\u3001\u6587\u98ce\u548c\u6388\u6743\u8303\u56f4\u3002\n3. \u6587\u4ef6\u7f3a\u5931\u3001\u8fd0\u884c\u65f6\u672a\u66b4\u9732 custom agent \u6216 spawn \u5931\u8d25\u65f6\uff0c\u7531\u4e3b\u4f1a\u8bdd\u76f4\u63a5\u6539\u3002\n\n\u5b9e\u9645\u6267\u884c\u8005\u6309\u4e09\u4efd\u65b9\u6cd5\u843d\u6539\u3002\u7528\u7b14\u8c03\u6574\u540c\u65f6\u5904\u7406\u8fc7\u8be6\u548c\u8fc7\u7565\uff1a\u538b\u7f29\u65e0\u529f\u80fd\u8fc7\u7a0b\uff0c\u6f14\u51fa\u5df2\u6709\u7684\u4ea4\u950b\u548c\u5224\u65ad\uff1b\u7f3a\u5c11\u6210\u7acb\u4f9d\u636e\u5c31\u6309\u6545\u4e8b\u5c42\u5904\u7406\uff0c\u4e0d\u51ed\u7a7a\u8865\u6761\u4ef6\u3002\u6d89\u53ca\u672c\u6b21\u8981\u6c42\u7684\u89c6\u89d2\u5207\u6362\uff0c\u4e5f\u6838\u5bf9\u6bcf\u9879\u611f\u77e5/\u8ba4\u77e5\u7684\u6765\u6e90\uff0c\u4e0d\u6dfb\u52a0\u89c2\u5bdf\u7ecf\u5386\u6765\u4fdd\u5168\u4fe1\u606f\u3002\n\n### Phase 4\uff1a\u56de\u8bfb\u4e0e\u6587\u4ef6\u6536\u5c3e\n\n\u5bf9\u7167\u6539\u524d\u539f\u7a3f\u3001\u5df2\u5b9a\u8bbe\u8ba1\u548c\u6388\u6743\uff0c\u56de\u8bfb\u5b8c\u6574\u573a\u666f\uff1a\u4e8b\u5b9e\u3001\u4eba\u7269\u9009\u62e9\u3001\u56e0\u679c\u3001\u60c5\u7eea\u627f\u63a5\u3001\u7a7a\u95f4\u65b9\u5411\u548c\u60ac\u5ff5\u662f\u5426\u4fdd\u4f4f\uff0c\u8be6\u5199\u91cd\u5fc3\u662f\u5426\u6062\u590d\uff0c\u6709\u6ca1\u6709\u5f15\u5165\u65b0\u5957\u5f0f\u6216\u65b0\u7684\u5267\u60c5\u4f9d\u636e\u3002\u4e09\u5c42\u5404\u81ea\u590d\u6838\uff1b\u4fe1\u606f\u9f50\u5168\u5374\u4ecd\u9010\u9879\u64ad\u62a5\u3001\u5bf9\u767d\u4ecd\u50cf\u63d0\u7eb2\u65f6\uff0c\u8868\u8fbe\u68c0\u67e5\u4e0d\u7b97\u5b8c\u6210\uff0c\u811a\u672c\u4e0d\u80fd\u66ff\u4ee3\u8fd9\u4e00\u904d\u3002\n\n\u6587\u4ef6\u6539\u7a3f\u843d\u76d8\u540e\u5148\u590d\u626b\uff1a\n\n```bash\nnode scripts/check-ai-patterns.js --check --fail-on=blocking <\u6b63\u6587\u6587\u4ef6...>\nnode scripts/check-degeneration.js --check --fail-on=blocking <\u6b63\u6587\u6587\u4ef6...>\n```\n\n- \u4e24\u4e2a\u811a\u672c\u53ea\u62a5\u544a\uff1b\u9000\u51fa 1 \u8868\u793a\u6709 blocking\uff0c\u9000\u51fa 2 \u662f\u547d\u4ee4\u6216\u6587\u4ef6\u9519\u8bef\u3002\n- \u53e5\u5f0f blocking\uff1a\u4fdd\u7559\u53d9\u4e8b\u529f\u80fd\u81ea\u7136\u6539\u5199\uff1b\u4f5c\u8005\u660e\u786e\u9009\u62e9\u7684\u539f\u53e5\u6309\u6587\u98ce\u88c1\u51b3\u6587\u4ef6\u767b\u8bb0\u767d\u540d\u5355\uff1b\u4e24\u6837\u90fd\u505a\u4e0d\u5230\u5c31\u5217\u4e3a\u5269\u4f59\u963b\u585e\u3002\u7834\u6298\u53f7\u6309\u529f\u80fd\u6539\u5199\uff0c\u4e0d\u7559\u7ed9\u6807\u70b9\u811a\u672c\u673a\u68b0\u66ff\u6362\u3002advisory \u6309\u6587\u98ce\u548c\u8bed\u5883\u5224\u65ad\uff0c\u529f\u80fd\u6027\u5199\u6cd5\u53ef\u4ee5\u4fdd\u7559\u5e76\u8bf4\u660e\u3002\n- \u9000\u5316 blocking\uff08\u9010\u5b57\u590d\u8bfb\u3001\u6253\u8f6c\u3001\u622a\u65ad\u3001\u5360\u4f4d\u7b26\u6216\u5de5\u7a0b\u8bcd\u6cc4\u6f0f\uff09\u91cd\u65b0\u751f\u6210\u53d7\u635f\u6bb5\uff0c\u518d\u6838\u5bf9\u5df2\u6709\u4e8b\u5b9e\uff1badvisory \u53ea\u4f5c\u63d0\u793a\u3002\n\n\u8bed\u4e49\u6539\u5b8c\u3001\u590d\u626b\u6ca1\u6709 blocking \u540e\u518d\u6574\u7406\u6807\u70b9\u3002\u6574\u4efd\u6587\u4ef6\u7684\u5b8c\u6574\u53bb\u5473\u9ed8\u8ba4\u6574\u7406\uff1b\u53ea\u6539\u6307\u5b9a\u6bb5\u843d\u6216\u95ee\u9898\u65f6\u4e0d\u8dd1\uff0c\u5728\u8303\u56f4\u5185\u4eba\u5de5\u6574\u7406\uff0c\u8303\u56f4\u5916\u95ee\u9898\u53ea\u4f5c\u63d0\u793a\uff1a\n\n```bash\nnode scripts/normalize-punctuation.js <\u6b63\u6587\u6587\u4ef6...>\n```\n\n\u6807\u70b9\u811a\u672c\u628a\u767d\u540d\u5355\u4ee5\u5916\u7684\u7701\u7565\u53f7\u3001\u7834\u6298\u53f7\u3001\u53cc\u8fde\u5b57\u7b26\u6362\u6210\u9017\u53f7\u3001\u53e5\u53f7\u3001\u5192\u53f7\u6216\u5220\u53bb\uff0c\u5e76\u5220\u9664\u72ec\u7acb\u5206\u9694\u7ebf\uff1b\u4e0d\u52a8\u95ee\u53f7\u548c\u611f\u53f9\u53f7\uff0c\u9ed8\u8ba4\u4e0d\u6539\u5f15\u53f7\u3002\u4ec5\u4f5c\u8005\u6216\u9879\u76ee\u660e\u786e\u8981\u6c42\u65f6\u624d\u52a0 `--quote-mode ascii` \u6216 `--quote-mode yan`\u3002\u767d\u540d\u5355\u767b\u8bb0\u6309\u6587\u98ce\u88c1\u51b3\u6587\u4ef6\u6267\u884c\uff0c\u4e0d\u56e0\u811a\u672c\u62a5\u8b66\u81ea\u884c\u653e\u884c\u3002\n\n\u5b8c\u6210\u4e00\u6b21\u6539\u7a3f\u4e0e\u590d\u626b\uff1b\u4ec5\u4e3a\u65b0\u53d1\u73b0\u7684\u5177\u4f53\u95ee\u9898\u7ee7\u7eed\u4fee\u8865\uff0c\u5168\u6587\u626b\u63cf\u6700\u591a\u4e09\u8f6e\u3002\u6ca1\u6709\u65b0\u95ee\u9898\u5373\u505c\uff0c\u8fbe\u5230\u4e0a\u9650\u4ecd\u672a\u89e3\u51b3\u7684\u5217\u5165\u62a5\u544a\u3002\u811a\u672c\u4e0d\u53ef\u7528\u65f6\u5982\u5b9e\u8bf4\u660e\uff0c\u7ee7\u7eed\u53ef\u5b8c\u6210\u7684\u8bed\u4e49\u68c0\u67e5\uff0c\u4e0d\u5ba3\u79f0\u5df2\u901a\u8fc7\u3002\n\n### Phase 5\uff1a\u4ea4\u4ed8\u5b9e\u9645\u7ed3\u679c\n\n\u62a5\u544a\u5206\u522b\u8bf4\u660e\u4e09\u5c42\u5b9e\u9645\u5904\u7406\u60c5\u51b5\uff0c\u591a\u7ae0\u65f6\u9010\u7ae0\u5199\u4e00\u7ec4\uff1b\u8bbe\u8ba1\u7f3a\u53e3\u5c1a\u5b58\u65f6\u4e0d\u80fd\u79f0\u5168\u6587\u95ee\u9898\u5df2\u6e05\u9664\u3002\u6570\u91cf\u4e0e\u5b57\u6570\u53ea\u62a5\u544a\u5b9e\u9645\u6838\u5bf9\u7684\u6570\u636e\uff0c\u4e0d\u4ee5\u5220\u9664\u6bd4\u4f8b\u6216\u201cAI\u5473\u7b49\u7ea7\u4e0b\u964d\u201d\u4ee3\u66ff\u8d28\u91cf\u5224\u65ad\u3002\u53ea\u6709\u7528\u6237\u8981\u6c42\u53e6\u5b58\u62a5\u544a\u65f6\u624d\u65b0\u5efa\u62a5\u544a\u6587\u4ef6\u3002\n\n<!-- author-report -->\n```md\n## \u6539\u7a3f\u7ed3\u679c\n- \u8868\u8fbe\uff1a{\u6539\u4e86\u4ec0\u4e48\uff1b\u54ea\u4e9b\u6709\u6548\u5199\u6cd5\u4fdd\u7559\uff1b\u4e0d\u5728\u8303\u56f4\u5185\u5199\u672c\u6b21\u672a\u68c0\u67e5}\n- \u7528\u7b14\uff1a{\u54ea\u5904\u538b\u7f29\u3001\u54ea\u5904\u5c55\u5f00\uff0c\u4ee5\u53ca\u539f\u56e0\uff1b\u4e0d\u5728\u8303\u56f4\u5185\u5199\u672c\u6b21\u672a\u68c0\u67e5}\n- \u6545\u4e8b\uff1a{\u5df2\u4fee\u7684\u627f\u63a5/\u5df2\u6388\u6743\u7684\u8bbe\u8ba1\u4fee\u6539\uff1b\u4ecd\u9700\u8bbe\u8ba1\u6216\u65e0\u6cd5\u6838\u5b9e\u7684\u90e8\u5206\uff1b\u4e0d\u5728\u8303\u56f4\u5185\u5199\u672c\u6b21\u672a\u68c0\u67e5}\n\n### \u4ee3\u8868\u6027\u6539\u52a8\n{\u5c11\u91cf\u539f\u6587\u4e0e\u6539\u540e\u5bf9\u7167\uff0c\u8bf4\u660e\u8bfb\u8005\u4f53\u9a8c\u6709\u4ec0\u4e48\u53d8\u5316\uff1b\u6ca1\u6709\u53d1\u751f\u7684\u4fee\u6539\u4e0d\u5217\u3002}\n\n### \u5c1a\u9700\u5904\u7406\n{\u539f\u6587\u4f4d\u7f6e\u3001\u7f3a\u4ec0\u4e48\u3001\u6700\u5c0f\u8bbe\u8ba1\u9009\u9879\u53ca\u4f1a\u5f71\u54cd\u7684\u540e\u6587\uff1b\u5df2\u7ecf\u6388\u6743\u7684\u4fee\u6539\u5e94\u5148\u6267\u884c\uff0c\u4e0d\u5728\u6b64\u91cd\u590d\u6c42\u786e\u8ba4\u3002\u6ca1\u6709\u5219\u7701\u7565\u3002}\n\n{\u6587\u4ef6\u6a21\u5f0f\uff1a\u7ed9\u4fee\u6539\u6587\u4ef6\u8def\u5f84\uff0c\u53ea\u9644 \u2264200 \u5b57\u4ee3\u8868\u7247\u6bb5\uff0c\u4e0d\u56de\u5168\u6587\uff1b\u4ea4\u4e92\u8d34\u5165\u4e14\u65e0\u6587\u4ef6\u8def\u5f84\u7684\u96f6\u6563\u7247\u6bb5\uff1a\u7ed9\u6539\u540e\u5168\u6587\u3002}\n{\u6709\u539f\u7a3f\u5907\u4efd\u65f6\uff1a\u6539\u524d\u539f\u6587\u7559\u5728 {\u5907\u4efd\u8def\u5f84}\uff0c\u60f3\u64a4\u56de\u544a\u8bc9\u6211\u3002}\n\u6280\u672f\u5907\u6ce8\uff1a{\u4ec5\u786e\u6709\u964d\u7ea7\u3001\u7248\u672c\u63d0\u793a\u6216\u672a\u8fd0\u884c\u7684\u68c0\u67e5\u65f6\u4fdd\u7559\uff1b\u5426\u5219\u5220\u6b64\u884c}\n```\n\n## \u6d41\u7a0b\u8854\u63a5\n\n\u8868\u8fbe\u548c\u7528\u7b14\u4fee\u6539\u6309\u672c\u6d41\u7a0b\u5b8c\u6210\uff1b\u957f\u7bc7\u5267\u60c5\u7ea7\u6539\u52a8\u6309\u6267\u884c\u8fb9\u754c\u8f6c `/story-long-write`\uff1b\u9700\u8981\u7ee7\u7eed\u8bbe\u8ba1\u5267\u60c5\u65f6\uff0c\u643a\u5e26\u5177\u4f53\u7f3a\u53e3\u4e0e\u5df2\u77e5\u7ea6\u675f\u8fdb\u5165 `/story-long-write` \u6216 `/story-short-write`\uff0c\u4e0d\u628a\u4f5c\u8005\u521b\u4f5c\u95ee\u9898\u9001\u53bb\u62c6\u89e3\u4ed6\u4eba\u4f5c\u54c1\u3002\u5b8c\u6574\u5ba1\u7a3f\u53ef\u7528 `/story-review`\uff1b\u8fd9\u4e9b\u8df3\u8f6c\u4e0d\u66ff\u4ee3\u672c\u6b21\u5df2\u6388\u6743\u7684\u6539\u7a3f\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"}