{"slug":"helin-analyze-livestream-commerce","title":"\u76f4\u64ad\u5e26\u8d27\u62c6\u89e3","description":"\u7528\u201c\u618b\u5355-\u5361\u5355-\u8e22\u5355-\u4fc3\u5355\u201d\u5faa\u73af\u62c6\u89e3\u4e2d\u6587\u76f4\u64ad\u56de\u653e\u7684\u8f6c\u5199\u7a3f\uff0c\u6807\u51fa\u6d41\u5931\u70b9\u3001\u8bdd\u672f\u6f0f\u6d1e\u4e0e\u53ef\u590d\u7528\u7684\u6210\u4ea4\u52a8\u4f5c\u3002","category":"\u53d8\u73b0\u4e0e\u6210\u4ea4","tags":["\u76f4\u64ad","\u62c6\u89e3","\u8bdd\u672f","\u8f6c\u5316"],"author":"\u6cb3\u6797","source_url":"https://github.com/helin021798/helin-zhibodianshang/blob/main/skills/helin-analyze-livestream-commerce/SKILL.md","license":"MIT","status":"published","verification":"source_reviewed","verification_notes":"\u6765\u6e90 helin021798/helin-zhibodianshang\uff08skills/helin-analyze-livestream-commerce/SKILL.md\uff09\uff0c\u672c\u5730\u6253\u5305\u4e0a\u4f20\uff1b\u672a\u6267\u884c\u5305\u5185\u811a\u672c\u3002","revision":"13b0c72ad7504f36a883f834ac0f7e8d","created_at":"2026-10-28T15:38:49+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":"monetization","category_name":"\u53d8\u73b0\u4e0e\u6210\u4ea4","usage_guide":{},"read_url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce","skill_url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/files/SKILL.md","download_url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/download","install_url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/install","files":[{"path":"SKILL.md","bytes":8161,"url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/files/SKILL.md"},{"path":"agents/openai.yaml","bytes":370,"url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/files/agents/openai.yaml"},{"path":"references/analysis-rules.md","bytes":15088,"url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/files/references/analysis-rules.md"},{"path":"references/example-report.md","bytes":4655,"url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/files/references/example-report.md"},{"path":"references/helin-method.md","bytes":8904,"url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/files/references/helin-method.md"},{"path":"references/report-template.md","bytes":6623,"url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/files/references/report-template.md"},{"path":"scripts/transcript_ledger.py","bytes":20752,"url":"https://shiliuai.cn/api/v2/skills/helin-analyze-livestream-commerce/files/scripts/transcript_ledger.py"}],"content":"---\nname: helin-analyze-livestream-commerce\ndescription: \u6cb3\u6797\u76f4\u64ad\u7535\u5546\u62c6\u89e3\uff08\u6cb3\u6797\u65b9\u6cd5\u8bba\u7248\uff09\u3002\u5206\u6790\u4e2d\u6587\u76f4\u64ad\u5e26\u8d27\u56de\u653e\u8f6c\u5199\u7a3f\uff0c\u4ee5\u6cb3\u6797\u201c\u618b\u5355-\u5361\u5355-\u8e22\u5355-\u4fc3\u5355\u201d\u5faa\u73af\u4e3a\u4e3b\u6846\u67b6\uff0c\u8f93\u51fa\u57fa\u4e8e\u6587\u7a3f\u8bc1\u636e\u7684\u4e94\u6a21\u5757\u62a5\u544a\uff1a\u8d27\u76d8\u4e0e\u51fa\u573a\u53f0\u8d26\u3001\u6392\u54c1\u52a8\u7ebf\u4e0e\u903c\u5355\u5faa\u73af\u3001\u4e3b\u63a8\u54c1\u8bdd\u672f\u6574\u7406\u3001\u5e26\u5408\u89c4\u63d0\u793a\u7684\u53ef\u590d\u7528\u8bdd\u672f\u6846\u67b6\u3001\u64cd\u76d8\u70b9\u8bc4\uff1b\u9002\u914d\u89c6\u9891\u53f7\u3001\u6296\u97f3\u3001\u5c0f\u7ea2\u4e66\u4e09\u4e2a\u5e73\u53f0\uff0c\u7528\u6237\u63d0\u4f9b\u76f4\u64ad\u6570\u636e\u65f6\u53ef\u5bf9\u7167\u9a8c\u8bc1\u52a8\u4f5c\u6548\u679c\u3002\u7528\u6237\u63d0\u4f9b\u76f4\u64ad\u6587\u7a3f\u3001\u9010\u5b57\u7a3f\u6216\u56de\u653e\u8f6c\u5199\uff0c\u5e76\u8bf4\u201c\u62c6\u89e3\u76f4\u64ad\u201d\u201c\u76f4\u64ad\u62c6\u89e3\u201d\u201c\u590d\u76d8\u8fd9\u573a\u76f4\u64ad\u201d\u201c\u6252\u4e00\u4e0b\u8fd9\u4e2a\u76f4\u64ad\u95f4\u201d\u201c\u62c6\u4e2a\u5bf9\u6807\u76f4\u64ad\u95f4\u201d\u201c\u8fd9\u4e2a\u4e3b\u64ad\u600e\u4e48\u5356\u7684\u201d\u201c\u770b\u770b\u4eba\u5bb6\u600e\u4e48\u903c\u5355\u7684\u201d\u201c\u5206\u6790\u76f4\u64ad\u8bdd\u672f\u201d\u201canalyze this livestream transcript\u201d\u65f6\u4f7f\u7528\u3002\u8981\u636e\u6b64\u7b56\u5212\u4e0b\u4e00\u573a\u76f4\u64ad\u65f6\u4ea4\u7ed9\u76f4\u64ad\u7b56\u5212\u7c7b\u6280\u80fd\uff1b\u6ca1\u6709\u6587\u7a3f\u4e14\u65e0\u6cd5\u8f6c\u5199\u3001\u53ea\u8981\u6295\u6d41\u6216\u4ed8\u8d39\u6d41\u91cf\u8bca\u65ad\u3001\u53ea\u62c6\u77ed\u89c6\u9891\u811a\u672c\u65f6\u4e0d\u8981\u4f7f\u7528\u3002\n---\n\n# \u76f4\u64ad\u7535\u5546\u6587\u7a3f\u62c6\u89e3\uff08\u6cb3\u6797\u65b9\u6cd5\u8bba\u7248\uff09\n\n## \u76ee\u6807\n\n\u4ece\u76f4\u64ad\u56de\u653e\u8f6c\u5199\u7a3f\u8fd8\u539f\u8d27\u76d8\u3001\u6392\u54c1\u52a8\u7ebf\u3001\u618b\u5361\u8e22\u4fc3\u5faa\u73af\u548c\u4e3b\u63a8\u54c1\u8bdd\u672f\uff0c\u56de\u7b54\u6cb3\u6797\u62c6\u76f4\u64ad\u7684\u4e09\u4e2a\u95ee\u9898\uff1a**\u505a\u4e86\u4ec0\u4e48\u52a8\u4f5c\u3001\u7528\u6237\u5728\u95ee\u4ec0\u4e48\u3001\u54ea\u4e9b\u52a8\u4f5c\u503c\u5f97\u501f\u9274**\u3002\u4ea4\u4ed8\u4e13\u4e1a\u3001\u76f4\u63a5\u3001\u53ef\u590d\u7528\u3001\u6bcf\u4e2a\u5224\u65ad\u90fd\u80fd\u56de\u5230\u6587\u7a3f\u8bc1\u636e\u7684\u4e94\u6a21\u5757\u62a5\u544a\u3002\n\n\u65b9\u6cd5\u8bba\u7684\u6838\u5fc3\u7acb\u573a\uff1a\u62c6\u89e3\u662f\u4e3a\u4e86\u627e\u5230\u8d77\u6548\u7684\u52a8\u4f5c\uff0c\u4e0d\u662f\u7ed9\u6587\u7a3f\u8d34\u6807\u7b7e\u3002\u6ca1\u6709\u6570\u636e\u65f6\uff0c\u201c\u8d77\u6548\u201d\u53ea\u80fd\u5199\u6210\u63a8\u65ad\uff1b\u5b81\u53ef\u5199\u201c\u6587\u7a3f\u4e2d\u672a\u4f53\u73b0\u201d\uff0c\u4e5f\u4e0d\u4e3a\u4e86\u62a5\u544a\u5b8c\u6574\u800c\u8865\u5185\u5bb9\u3002\n\n## \u5f00\u59cb\u524d\n\n1. \u5b8c\u6574\u9605\u8bfb\u4ee5\u4e0b\u4e09\u4e2a\u6587\u4ef6\uff0c\u518d\u5f00\u59cb\u5206\u6790\uff1a\n   - `references/helin-method.md`\uff1a\u6cb3\u6797\u65b9\u6cd5\u8bba\uff0c\u542b\u618b\u5361\u8e22\u4fc3\u5faa\u73af\u3001\u8282\u594f\u53c2\u7167\u3001\u975e\u5546\u54c1\u6bb5\u4e0e\u7528\u6237\u95ee\u9898\u3001\u4e09\u5e73\u53f0\u9002\u914d\u3001\u6570\u636e\u5bf9\u7167\uff1b\n   - `references/analysis-rules.md`\uff1a\u8bc1\u636e\u7b49\u7ea7\u3001\u957f\u6587\u7a3f\u6d41\u7a0b\u3001\u89d2\u8272\u5224\u5b9a\u3001\u8bed\u901f\u6821\u51c6\u3001\u5408\u89c4\u6807\u6ce8\uff1b\n   - `references/report-template.md`\uff1a\u4e94\u6a21\u5757\u7ed3\u6784\u3002\u5199\u4f5c\u524d\u518d\u770b `references/example-report.md` \u5bf9\u9f50\u8bed\u6c14\u548c\u8bc1\u636e\u5bc6\u5ea6\u3002\n2. \u786e\u8ba4\u8f93\u5165\uff1a\n   - \u6709\u6587\u672c\u6587\u7a3f\uff08\u7c98\u8d34\u3001md\u3001txt\u3001srt/vtt \u5b57\u5e55\uff09\u2192 \u76f4\u63a5\u5f00\u59cb\uff1b\n   - \u53ea\u6709 docx/pdf \u2192 \u5148\u7528\u5bbf\u4e3b\u53ef\u7528\u7684\u6587\u6863\u5de5\u5177\u8f6c\u6210\u6587\u672c\uff1b\n   - \u53ea\u6709\u89c6\u9891\u6587\u4ef6\u6216\u56de\u653e\u94fe\u63a5 \u2192 \u63a2\u6d4b\u5bbf\u4e3b\u662f\u5426\u6709\u8f6c\u5199\u7c7b\u6280\u80fd\uff08\u5982 `helin-douyin-transcript`\uff09\u6216\u8f6c\u5199\u5de5\u5177\uff0c\u6709\u5219\u5148\u8f6c\u5199\uff1b\u6ca1\u6709\u5219\u505c\u6b62\uff0c\u8bf7\u7528\u6237\u4e0a\u4f20\u6587\u7a3f\uff1b\n   - \u4ec0\u4e48\u90fd\u6ca1\u6709 \u2192 \u505c\u6b62\u5206\u6790\uff0c\u8bf7\u7528\u6237\u4e0a\u4f20\u6216\u7c98\u8d34\u6587\u7a3f\u3002\n3. \u6838\u5bf9\u80cc\u666f\u4fe1\u606f\uff0c\u7f3a\u5931\u9879\u5408\u5e76\u6210**\u4e00\u6b21**\u7b80\u77ed\u8be2\u95ee\uff1b\u80fd\u4ece\u6587\u7a3f\u53ef\u9760\u5224\u65ad\u7684\u6ce8\u660e\u201c\u6839\u636e\u6587\u7a3f\u63a8\u65ad\u201d\u540e\u76f4\u63a5\u7ee7\u7eed\uff1a\n   - \u5e73\u53f0\uff08\u89c6\u9891\u53f7/\u6296\u97f3/\u5c0f\u7ea2\u4e66\uff09\uff0c\u51b3\u5b9a\u7528\u54ea\u628a\u5c3a\u5b50\uff1b\n   - \u54c1\u7c7b\u3001\u8d26\u53f7\u540d\u79f0\uff08\u53ef\u9009\uff09\uff1b\n   - \u5b9e\u9645\u76f4\u64ad\u65f6\u957f\uff08\u6587\u7a3f\u65e0\u65f6\u95f4\u6233\u65f6\u7528\u4e8e\u6821\u51c6\u8bed\u901f\uff09\uff1b\n   - \u5df2\u77e5\u4e3b\u63a8\u54c1\uff08\u53ef\u9009\uff09\uff1b\n   - \u662f\u5426\u6709\u76f4\u64ad\u6570\u636e\uff1a\u6570\u636e\u5927\u5c4f\u622a\u56fe\u3001\u5728\u7ebf\u66f2\u7ebf\u3001\u5206\u949f\u7ea7\u6210\u4ea4\u6216\u5546\u54c1\u70ed\u5356\u6570\uff08\u53ef\u9009\uff09\u3002\n4. \u65f6\u957f\u548c\u6570\u636e\u7f3a\u5931\u4e0d\u963b\u585e\u5206\u6790\uff1b\u53ea\u6709\u5e73\u53f0\u65e0\u6cd5\u5224\u65ad\u4e14\u6587\u7a3f\u7ebf\u7d22\u51b2\u7a81\u65f6\u624d\u9700\u8981\u7b49\u7528\u6237\u56de\u7b54\u3002\n\n## \u8f93\u51fa\u6a21\u5f0f\n\n- **\u5b8c\u6574\u62c6\u89e3**\uff08\u9ed8\u8ba4\uff09\uff1a\u4e94\u4e2a\u6a21\u5757\u5168\u90e8\u8f93\u51fa\u3002\n- **\u5feb\u62c6**\uff1a\u7528\u6237\u53ea\u8981\u67d0\u4e00\u90e8\u5206\uff08\u5982\u201c\u53ea\u770b\u8bdd\u672f\u201d\u201c\u53ea\u62c6\u6392\u54c1\u201d\u201c\u770b\u770b\u600e\u4e48\u903c\u5355\u7684\u201d\uff09\u65f6\uff0c\u8f93\u51fa\u5168\u6587\u6458\u8981\u548c\u5bf9\u5e94\u6a21\u5757\uff1b\u8bc1\u636e\u89c4\u5219\u548c\u5408\u89c4\u6807\u6ce8\u7167\u5e38\u6267\u884c\uff0c\u4e0d\u56e0\u4e3a\u5feb\u62c6\u800c\u964d\u4f4e\u8bc1\u636e\u8981\u6c42\u3002\n\n## \u5206\u6790\u5de5\u4f5c\u6d41\n\n### 1. \u68c0\u67e5\u6587\u7a3f\u4e0e\u5224\u5b9a\u5e73\u53f0\n\n- \u5224\u65ad\u662f\u5b8c\u6574\u573a\u6b21\u3001\u8282\u9009\u8fd8\u662f\u7591\u4f3c\u622a\u65ad\u7a3f\uff1b\u53ea\u5206\u6790\u53ef\u89c1\u8303\u56f4\u3002\n- \u8bb0\u5f55\u8bf4\u8bdd\u4eba\u6784\u6210\uff08\u4e3b\u64ad\u3001\u52a9\u64ad\u3001\u8fd0\u8425\u3001\u54c1\u724c\u65b9\uff09\u548c\u65f6\u95f4\u6233\u60c5\u51b5\u3002\n- \u6309 `helin-method.md`\u300c\u4e09\u5e73\u53f0\u9002\u914d\u300d\u4e00\u8282\u5224\u5b9a\u5e73\u53f0\u3002\u5c0f\u7ea2\u4e66\u573a\u6b21\u6539\u7528\u201c\u4fe1\u4efb\u8f6c\u5316\u94fe\u201d\u62c6\u903c\u5355\uff0c\u4e0d\u628a\u7f3a\u5c11\u618b\u5361\u8e22\u5224\u4e3a\u7f3a\u9677\u3002\n\n### 2. \u8ba1\u91cf\u4e0e\u5b9a\u4f4d\n\n\u5bf9\u6587\u672c\u6587\u7a3f\u8fd0\u884c\u811a\u672c\uff08macOS/Linux \u7528 `python3`\uff0cWindows \u7528 `python`\uff09\uff1a\n\n```\npython3 scripts/transcript_ledger.py outline \u6587\u7a3f.md\npython3 scripts/transcript_ledger.py signals \u6587\u7a3f.md\n```\n\n\u65e0\u65f6\u95f4\u6233\u4e14\u7528\u6237\u7ed9\u4e86\u5b9e\u9645\u65f6\u957f\u65f6\uff0c\u5728\u5b50\u547d\u4ee4\u524d\u52a0 `--duration-min \u5b9e\u9645\u5206\u949f\u6570`\u3002`outline` \u7ed9\u51fa\u5206\u6bb5\u76ee\u5f55\u548c\u5b9e\u6d4b\u8bed\u901f\uff1b`signals` \u7ed9\u51fa\u618b/\u5361/\u8e22/\u4fc3/\u4e0a\u94fe\u7b49\u5173\u952e\u8bcd\u547d\u4e2d\uff0c\u53ea\u4f5c\u4e3a\u627e\u4f4d\u7f6e\u7684\u7ebf\u7d22\u3002\n\n### 3. \u5206\u5757\u901a\u8bfb\uff0c\u5efa\u7acb\u51fa\u573a\u53f0\u8d26\n\n- \u6309 `analysis-rules.md` \u7b2c 3 \u8282\u5206\u5757\u8bfb\u5b8c\u5168\u6587\uff0c\u4e0d\u8df3\u8bfb\u4e2d\u6bb5\u3002\n- \u8bc6\u522b\u5546\u54c1\uff08P \u7f16\u53f7\uff09\u548c\u975e\u5546\u54c1\u6bb5\uff08N \u7f16\u53f7\uff09\u7684\u8fb9\u754c\u4e0e\u8fd4\u573a\uff0c\u5199\u6210\u8fb9\u754c\u6587\u4ef6\u540e\u8fd0\u884c\uff1a\n\n```\npython3 scripts/transcript_ledger.py ledger \u6587\u7a3f.md \u8fb9\u754c.tsv\n```\n\n- \u5904\u7406\u53f0\u8d26\u4e2d\u7684\u201c\u672a\u5f52\u5c5e\u6bb5\u201d\u548c\u201c\u91cd\u53e0\u6bb5\u201d\u3002\u62a5\u544a\u4e2d\u7684\u5b57\u6570\u3001\u65f6\u957f\u3001\u51fa\u573a\u6b21\u6570\u548c\u5360\u6bd4\u4e00\u5f8b\u53d6\u81ea\u53f0\u8d26\u3002\n- \u8fb9\u754c\u6587\u4ef6\u653e\u5728\u4e34\u65f6\u76ee\u5f55\uff0c\u4e0d\u7559\u5728\u7528\u6237\u7684\u5de5\u4f5c\u533a\u3002\n\n### 4. \u5224\u5b9a\u8d27\u76d8\u89d2\u8272\n\n\u6309 `analysis-rules.md` \u7b2c 5 \u8282\u7684 A\u2013F \u516d\u9879\u4fe1\u53f7\u505a\u7efc\u5408\u5224\u65ad\uff0c\u5199\u660e\u7406\u7531\uff1b\u65f6\u957f\u63a5\u8fd1\u3001\u9996\u8bb2\u4e0d\u53ef\u89c1\u3001\u81ea\u5b9a\u6027\u51b2\u7a81\u4e09\u79cd\u60c5\u51b5\u6309\u8be5\u8282\u5904\u7406\u3002\u4e3b\u63a8\u54c1\u6700\u591a\u4e24\u4e2a\uff1b\u4fe1\u53f7\u4e0d\u8db3\u65f6\u6807\u201c\u6682\u5b9a\u201d\u3002\u89d2\u8272\u662f\u5206\u6790\u5224\u65ad\uff0c\u4e0d\u8981\u5199\u6210\u4e3b\u64ad\u6216\u54c1\u724c\u65b9\u7684\u5b98\u65b9\u5b9a\u4e49\u3002\n\n### 5. \u8fd8\u539f\u6392\u54c1\u52a8\u7ebf\u4e0e\u618b\u5361\u8e22\u4fc3\u5faa\u73af\n\n- \u52a8\u7ebf\u5305\u542b\u975e\u5546\u54c1\u6bb5\uff1b\u4f5c\u7528\u4e00\u5f8b\u5199\u201c\u63a8\u65ad\u627f\u62c5\u2026\u2026\u4f5c\u7528\u201d\uff0c\u6709\u6570\u636e\u5bf9\u7167\u65f6\u4f8b\u5916\u3002\n- \u6bcf\u4e2a\u4e3b\u63a8\u54c1\u4ee5\u4e0a\u94fe\u63a5/\u653e\u5355\u4e3a\u951a\u70b9\u5207\u8f6e\u6b21\uff0c\u9010\u8f6e\u8bb0\u5f55\u618b\u3001\u5361\u3001\u8e22\u3001\u4fc3\u548c\u53e3\u64ad\u653e\u5355\u91cf\uff0c\u8ba1\u7b97\u5355\u8f6e\u65f6\u957f\uff0c\u5bf9\u7167 5\u201315 \u5206\u949f\u57fa\u51c6\u548c\u5e73\u53f0\u63a8\u6d41\u8282\u594f\u505a\u5224\u65ad\u3002\n- \u53ea\u8bb0\u5f55\u771f\u5b9e\u51fa\u73b0\u7684\u73af\u8282\uff0c\u7f3a\u5931\u73af\u8282\u5199\u201c\u6587\u7a3f\u4e2d\u672a\u4f53\u73b0\u201d\u5e76\u5206\u6790\u53ef\u80fd\u7528\u610f\u3002\n\n### 6. \u6574\u7406\u7528\u6237\u95ee\u9898\n\n\u6536\u96c6\u4e3b\u64ad\u590d\u8ff0\u6216\u56de\u7b54\u8fc7\u7684\u89c2\u4f17\u95ee\u9898\uff0c\u6309\u4e3b\u9898\u5f52\u5e76\uff0c\u8bb0\u5f55\u9891\u6b21\u3001\u5bf9\u5e94\u5546\u54c1\uff0c\u4ee5\u53ca\u56de\u5e94\u540e\u662f\u5426\u63a5\u56de\u903c\u5355\u3002\u89c2\u4f17\u6635\u79f0\u7b49\u4e2a\u4eba\u4fe1\u606f\u4e0d\u5199\u5165\u62a5\u544a\u3002\n\n### 7. \u6574\u7406\u8bdd\u672f\u3001\u62bd\u8c61\u6846\u67b6\u3001\u6807\u6ce8\u5408\u89c4\n\n- \u6a21\u5757\u4e09\u6309\u771f\u5b9e\u987a\u5e8f\u6574\u7406\u4e3b\u63a8\u54c1\u8bdd\u672f\uff0c\u4fdd\u7559\u539f\u610f\uff0c\u4e0d\u6269\u5199\u6210\u6587\u7a3f\u4e2d\u4e0d\u5b58\u5728\u7684\u5356\u70b9\u3002\n- \u6a21\u5757\u56db\u4ece\u5df2\u51fa\u73b0\u7684\u8bdd\u672f\u7ed3\u6784\u4e2d\u62bd\u8c61\u6846\u67b6\uff0c\u533a\u5206\u56fa\u5b9a\u6b65\u9aa4\u548c\u66ff\u6362\u53d8\u91cf\u3002\n- \u6309 `analysis-rules.md` \u7b2c 10 \u8282\u8bc6\u522b\u6781\u9650\u8bcd\u3001\u65e0\u4f9d\u636e\u6bd4\u4ef7\u3001\u865a\u6784\u7a00\u7f3a\u3001\u529f\u6548\u5ba3\u79f0\u7b49\u98ce\u9669\uff1a\u6a21\u5757\u4e09\u7167\u5b9e\u8bb0\u5f55\u5e76\u6807 \u26a0\uff1b\u6a21\u5757\u56db\u4e0d\u5f97\u6c89\u6dc0\u8fd9\u7c7b\u53e5\u5f0f\uff0c\u5e76\u7ed9\u51fa\u5408\u89c4\u66ff\u6362\u5199\u6cd5\u3002\n\n### 8. \u6570\u636e\u5bf9\u7167\uff08\u4ec5\u5728\u6709\u6570\u636e\u65f6\uff09\n\n\u7528\u6237\u63d0\u4f9b\u6570\u636e\uff0c\u6216\u5bbf\u4e3b\u6709\u53ef\u7528\u7684\u7535\u5546\u6570\u636e\u5de5\u5177\u4e14\u7528\u6237\u540c\u610f\u8c03\u7528\u65f6\uff0c\u628a\u5173\u952e\u52a8\u4f5c\u7684\u65f6\u95f4\u70b9\u548c\u6570\u636e\u53d8\u5316\u5bf9\u9f50\uff0c\u8f93\u51fa 2.5 \u8282\u3002\u53ea\u9648\u8ff0\u65f6\u95f4\u4e0a\u7684\u76f8\u5173\u6027\uff0c\u5e76\u63d0\u793a\u6295\u6d41\u3001\u5e73\u53f0\u63a8\u8350\u7b49\u5176\u4ed6\u56e0\u7d20\u3002\u6570\u636e\u5de5\u5177\u8c03\u7528\u5931\u8d25\u6700\u591a\u91cd\u8bd5\u4e00\u6b21\uff0c\u4ecd\u5931\u8d25\u5c31\u6309\u65e0\u6570\u636e\u5904\u7406\u5e76\u5728\u62a5\u544a\u4e2d\u8bf4\u660e\u3002\n\n### 9. \u8f93\u51fa\u62a5\u544a\n\n\u4e25\u683c\u6309 `report-template.md` \u7684\u6a21\u5757\u987a\u5e8f\u8f93\u51fa\u3002\u672a\u77e5\u6216\u4f30\u7b97\u7684\u4fe1\u606f\u5c31\u5730\u6807\u6ce8\u3002\n\n- \u7528\u6237\u4ee5\u6587\u4ef6\u5f62\u5f0f\u63d0\u4f9b\u6587\u7a3f\u4e14\u5bbf\u4e3b\u53ef\u5199\u6587\u4ef6\u65f6\uff1a\u4f18\u5148\u5199\u5165\u7528\u6237\u6307\u5b9a\u76ee\u5f55\uff1b\u672a\u6307\u5b9a\u65f6\uff0c\u82e5\u6587\u7a3f\u6240\u5728\u76ee\u5f55\u7684\u7236\u76ee\u5f55\u4e0b\u6709\u540d\u79f0\u542b\u201c\u62c6\u89e3\u201d\u7684\u5b50\u76ee\u5f55\uff08\u5982 `\u6587\u7a3f\u539f\u6587/` \u65c1\u8fb9\u7684 `\u76f4\u64ad\u62c6\u89e3/`\uff09\uff0c\u5c31\u5199\u5165\u90a3\u4e2a\u5b50\u76ee\u5f55\uff0c\u5426\u5219\u5199\u5165\u6587\u7a3f\u6240\u5728\u76ee\u5f55\u3002\u6587\u4ef6\u540d\u4e3a `{\u65e5\u671f}_{\u8d26\u53f7}_\u76f4\u64ad\u62c6\u89e3.md`\uff1b\u540c\u540d\u6587\u4ef6\u5b58\u5728\u65f6\u52a0\u7248\u672c\u540e\u7f00\uff0c\u4e0d\u8986\u76d6\u3002\u5bf9\u8bdd\u4e2d\u53ea\u7ed9\u5168\u6587\u6458\u8981\u3001\u4e09\u6761\u6700\u5173\u952e\u53d1\u73b0\u548c\u6587\u4ef6\u8def\u5f84\u3002\n- \u5176\u4ed6\u60c5\u51b5\uff1a\u76f4\u63a5\u5728\u5bf9\u8bdd\u4e2d\u8f93\u51fa\u5b8c\u6574\u62a5\u544a\u3002\n\n## \u4ea4\u4ed8\u524d\u68c0\u67e5\n\n- \u6bcf\u4e2a\u4ef7\u683c\u3001\u673a\u5236\u3001\u4e3b\u63a8\u54c1\u5b9a\u4f4d\u548c\u7b56\u7565\u5224\u65ad\uff0c\u80fd\u5426\u56de\u5230\u6587\u7a3f\u8bc1\u636e\uff08\u5f15\u7528\u683c\u5f0f\u7edf\u4e00\uff09\uff1f\n- \u5b57\u6570\u3001\u65f6\u957f\u3001\u51fa\u573a\u6b21\u6570\u662f\u5426\u53d6\u81ea\u53f0\u8d26\uff0c\u8bed\u901f\u53e3\u5f84\u662f\u5426\u5199\u660e\uff1f\n- \u662f\u5426\u628a\u4f30\u7b97\u65f6\u95f4\u3001\u63a8\u65ad\u4f5c\u7528\u3001\u6570\u636e\u5bf9\u7167\u548c\u6587\u7a3f\u4e8b\u5b9e\u660e\u786e\u533a\u5206\uff1f\n- \u662f\u5426\u8bef\u628a ASR \u7ea0\u9519\u5199\u6210\u5df2\u786e\u8ba4\u4e8b\u5b9e\uff1f\n- \u662f\u5426\u8986\u76d6\u5168\u90e8\u53ef\u8bc6\u522b\u5546\u54c1\u3001\u8fd4\u573a\u548c\u4e3b\u8981\u975e\u5546\u54c1\u6bb5\uff1f\n- \u618b\u5361\u8e22\u4fc3\u5faa\u73af\u662f\u5426\u53ea\u8bb0\u5f55\u4e86\u771f\u5b9e\u51fa\u73b0\u7684\u73af\u8282\uff1f\u5c0f\u7ea2\u4e66\u573a\u6b21\u662f\u5426\u6362\u7528\u4e86\u4fe1\u4efb\u8f6c\u5316\u94fe\uff1f\n- \u6a21\u5757\u56db\u662f\u5426\u5df2\u5254\u9664\u6216\u66ff\u6362\u5168\u90e8 \u26a0 \u53e5\u5f0f\uff1f\n- \u662f\u5426\u53ea\u6574\u7406\u4e86\u6700\u591a\u4e24\u4e2a\u4e3b\u63a8\u54c1\uff0c\u662f\u5426\u5b8c\u5168\u6392\u9664\u4e86\u6295\u6d41\u5206\u6790\uff1f\n- \u70b9\u8bc4\u662f\u5426\u5177\u4f53\u5230\u52a8\u4f5c\u3001\u8bdd\u672f\u6216\u6392\u54c1\uff1b\u6ca1\u6709\u660e\u663e\u95ee\u9898\u65f6\uff0c\u662f\u5426\u907f\u514d\u4e86\u786c\u6311\u6bdb\u75c5\uff1f\n\n\u4efb\u4e00\u68c0\u67e5\u4e0d\u901a\u8fc7\u65f6\uff0c\u5148\u4fee\u6b63\u62a5\u544a\u518d\u4ea4\u4ed8\u3002\n\n\u7248\u672c v2.1.0 \uff5c 2026-10 \uff5c \u5f00\u6e90\u7248\uff08MIT\uff09\uff1a\u618b\u5361\u8e22\u4fc3\u4e3b\u6846\u67b6\u3001\u4e09\u5e73\u53f0\u9002\u914d\u3001\u53f0\u8d26\u811a\u672c\u3001\u5408\u89c4\u6807\u6ce8\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"}