{"slug":"alchaincyf-huashu-douyin-script-5194b1","title":"\u6296\u97f3\u7206\u6b3e\u811a\u672c\u62c6\u89e3\u4e0e\u521b\u4f5c","description":"\u9762\u5411\u6296\u97f3\u79cd\u8349\u4e0e\u5343\u5ddd\u6295\u653e\u7d20\u6750\u7684\u811a\u672c\u5de5\u4f5c\u6d41\uff1a\u4e0b\u8f7d\u5bf9\u6807\u89c6\u9891\u3001\u7528Gemini\u505a\u4e03\u7ef4\u62c6\u89e3\u3001\u63d0\u70bc\u94a9\u5b50\u4e0e\u5206\u955c\u516c\u5f0f\u3001\u751f\u6210\u811a\u672c\u4e0e\u5206\u955c\u8868\uff0c\u5e76\u505a\u53e3\u8bed\u5316\u3001\u94a9\u5b50\u5f3a\u5ea6\u4e0e\u5e7f\u544a\u5408\u89c4\u5ba1\u6821\u3002\u9002\u5408\u6709\u660e\u786e\u4ea7\u54c1\u4fe1\u606f\u7684\u77ed\u89c6\u9891\u811a\u672c\u9700\u6c42\u3002","category":"\u5199\u7a3f","tags":["alchaincyf","\u82b1\u53d4","\u5199\u7a3f"],"author":"\u82b1\u53d4 \u00b7 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A\u811a\u672c\u542b\u65f6\u957f\u6807\u6ce8\uff0cPart 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huashu-douyin-script\ndescription: |\n  \u6296\u97f3\u7206\u6b3e\u811a\u672c\u521b\u4f5c\u5de5\u4f5c\u6d41\u3002\u4ece\u7ade\u54c1\u89c6\u9891\u62c6\u89e3\u5230\u811a\u672c\u751f\u6210\u7684\u5b8c\u6574\u6d41\u7a0b\uff1a\u4e0b\u8f7d\u6296\u97f3\u89c6\u9891\u2192Gemini\u89c6\u9891\u5206\u6790\u2192\u7206\u6b3e\u516c\u5f0f\u63d0\u70bc\u2192\u811a\u672c+\u5206\u955c\u751f\u6210\u2192AI\u5473\u5ba1\u6821\u3002\n  \u5f53\u7528\u6237\u63d0\u5230\"\u6296\u97f3\u811a\u672c\"\u3001\"\u7206\u6b3e\u62c6\u89e3\"\u3001\"\u7ade\u54c1\u5206\u6790\"\u3001\"\u5e26\u8d27\u811a\u672c\"\u3001\"\u5343\u5ddd\u7d20\u6750\"\u3001\"\u79cd\u8349\u811a\u672c\"\u3001\"\u89c6\u9891\u62c6\u89e3\"\u3001\"\u6296\u97f3\u89c6\u9891\u5206\u6790\"\u65f6\u4f7f\u7528\u6b64\u6280\u80fd\u3002\n---\n\n# \u6296\u97f3\u7206\u6b3e\u811a\u672c\u521b\u4f5c\n\n\u4ece\u7ade\u54c1\u89c6\u9891\u62c6\u89e3\u5230\u811a\u672c\u751f\u6210\u7684\u5b8c\u6574\u5de5\u4f5c\u6d41\u3002\u5c06\u300c\u51ed\u611f\u89c9\u6a21\u4eff\u7206\u6b3e\u300d\u53d8\u6210\u300cAI\u7cfb\u7edf\u62c6\u89e3+\u7ed3\u6784\u5316\u590d\u5236\u300d\u3002\n\n## \u73af\u5883\u8981\u6c42\n\n- `uv`\uff08Python\u5305\u7ba1\u7406\u5668\uff09\n- `yt-dlp`\uff08\u6296\u97f3\u89c6\u9891\u4e0b\u8f7d\uff0c\u9700 `pip install yt-dlp` \u6216 `brew install yt-dlp`\uff09\n- `GEMINI_API_KEY` \u73af\u5883\u53d8\u91cf\uff08\u7528\u4e8eGemini\u89c6\u9891\u5206\u6790\uff0c\u4ece https://aistudio.google.com/apikey \u83b7\u53d6\uff09\n- `GEMINI_BASE_URL` \u73af\u5883\u53d8\u91cf\uff08\u53ef\u9009\uff0c\u81ea\u5b9a\u4e49API\u7aef\u70b9\u5982\u4ee3\u7406/\u4e2d\u8f6c\uff0c\u4e0d\u8bbe\u7f6e\u5219\u7528\u5b98\u65b9\u7aef\u70b9\uff09\n- Chrome\u6d4f\u89c8\u5668\u5df2\u767b\u5f55\u6296\u97f3\uff08\u7528\u4e8e\u63d0\u53d6\u4e0b\u8f7dCookie\uff09\n\n**\u8def\u5f84\u7ea6\u5b9a**\uff1a\u4e0b\u6587\u4e2d `SKILL_DIR` \u6307\u672cSKILL.md\u6240\u5728\u76ee\u5f55\u7684\u7edd\u5bf9\u8def\u5f84\u3002\u8fd0\u884c\u811a\u672c\u524d\uff0c\u5148\u7528 `dirname` \u6216 Glob \u5de5\u5177\u786e\u5b9aSKILL.md\u7684\u5b9e\u9645\u4f4d\u7f6e\uff0c\u66ff\u6362 `SKILL_DIR`\u3002\n\n## 6\u6b65\u5de5\u4f5c\u6d41\n\n### Step 1: \u6536\u96c6\u8f93\u5165\n\n\u5411\u7528\u6237\u6536\u96c6\u4ee5\u4e0b\u4fe1\u606f\uff1a\n\n**\u5fc5\u586b**\uff1a\n- \u6296\u97f3\u89c6\u9891\u94fe\u63a5\uff081-5\u4e2a\u5bf9\u6807/\u7ade\u54c1\u89c6\u9891\uff09\n- \u4ea7\u54c1\u4fe1\u606f\uff08\u540d\u79f0\u3001\u6838\u5fc3\u5356\u70b9\u3001\u76ee\u6807\u4eba\u7fa4\u3001\u4ef7\u683c\uff09\n- \u811a\u672c\u7c7b\u578b\uff1a\u79cd\u8349\u89c6\u9891 or \u5343\u5ddd\u6295\u653e\u7d20\u6750\n\n**\u9009\u586b**\uff1a\n- \u4ea7\u54c1\u56fe\u7247\uff08\u7528\u4e8e\u811a\u672c\u4e2d\u7684\u89c6\u89c9\u53c2\u8003\uff09\n- \u76ee\u6807\u65f6\u957f\uff08\u79cd\u8349\u9ed8\u8ba430\u79d2\uff0c\u5343\u5ddd\u9ed8\u8ba415\u79d2\uff09\n- \u54c1\u724c\u8c03\u6027\u8981\u6c42\n- \u6295\u653e\u76ee\u6807\uff08\u76f4\u64ad\u95f4\u5f15\u6d41/\u5546\u54c1\u8be6\u60c5\u9875/\u5173\u6ce8\u8f6c\u5316\uff09\n\n\u5982\u679c\u7528\u6237\u53ea\u63d0\u4f9b\u4e86\u90e8\u5206\u4fe1\u606f\uff0c\u4e3b\u52a8\u8be2\u95ee\u7f3a\u5931\u9879\u3002\n\n---\n\n### Step 2: \u4e0b\u8f7d\u89c6\u9891\n\n\u8fd0\u884c\u4e0b\u8f7d\u811a\u672c\uff1a\n\n```bash\nuv run SKILL_DIR/scripts/download_douyin.py \\\n  --urls \"URL1\" \"URL2\" \\\n  --output-dir _temp/douyin-downloads\n```\n\n**\u53c2\u6570\u8bf4\u660e**\uff1a\n- `--urls`\uff1a\u652f\u6301\u77ed\u94fe\u3001\u9875\u9762\u94fe\u63a5\u3001\u5206\u4eab\u6587\u672c\uff08\u81ea\u52a8\u63d0\u53d6URL\uff09\n- `--output-dir`\uff1a\u9ed8\u8ba4\u5f53\u524d\u5de5\u4f5c\u76ee\u5f55\u4e0b `_temp/douyin-downloads/`\n- `--cookies-browser`\uff1a\u9ed8\u8ba4chrome\uff0c\u53ef\u9009edge/firefox\n\n**\u4e0b\u8f7d\u5931\u8d25\u65f6**\uff1a\n1. \u63d0\u793a\u7528\u6237\u786e\u8ba4Chrome\u5df2\u767b\u5f55\u6296\u97f3\n2. \u5efa\u8bae\u624b\u52a8\u4e0b\u8f7d\u89c6\u9891\u653e\u5165 `_temp/douyin-downloads/`\n3. \u5982\u679c\u6709douyin-mcp-server\u53ef\u7528\uff0c\u5c1d\u8bd5\u901a\u8fc7MCP\u4e0b\u8f7d\n\n---\n\n### Step 3: Gemini\u89c6\u9891\u5206\u6790\uff08\u53ef\u5e76\u884c\uff09\n\n\u5bf9\u6bcf\u4e2a\u4e0b\u8f7d\u6210\u529f\u7684\u89c6\u9891\uff0c\u8c03\u7528 Gemini \u89c6\u9891\u5206\u6790\uff1a\n\n```bash\nuv run SKILL_DIR/scripts/analyze_video.py \\\n  --video \"_temp/douyin-downloads/douyin-1-xxx.mp4\" \\\n  --prompt \"PROMPT_BELOW\" \\\n  --model flash \\\n  --resolution medium \\\n  --output \"_temp/douyin-downloads/analysis-1.md\"\n```\n\n**\u4f7f\u7528flash\u6a21\u578b + medium\u5206\u8fa8\u7387**\uff08\u77ed\u89c6\u9891\u8db3\u591f\uff0c\u8282\u7701\u6210\u672c\uff09\u3002\n\n**\u591a\u4e2a\u89c6\u9891\u53ef\u5e76\u884c\u5206\u6790**\uff08\u7528 `run_in_background=true`\uff09\u3002\n\n**\u7206\u6b3e\u5206\u6790Prompt**\uff08\u4f20\u5165 `--prompt` \u53c2\u6570\uff09\uff1a\n\n```\n\u4f5c\u4e3a\u8d44\u6df1\u6296\u97f3\u7535\u5546\u89c6\u9891\u5206\u6790\u5e08\uff0c\u8bf7\u5bf9\u8fd9\u4e2a\u89c6\u9891\u8fdb\u884c7\u7ef4\u5ea6\u6df1\u5ea6\u62c6\u89e3\u3002\n\u7279\u522b\u6ce8\u610f\uff1a\u524d3\u79d2\u662f\u6700\u5173\u952e\u7684\u90e8\u5206\uff0c\u9700\u8981\u9010\u5e27\u7ea7\u522b\u7684\u8be6\u7ec6\u62c6\u89e3\u3002\n\n## 1. \u94a9\u5b50\u5206\u6790\uff08\u524d3\u79d2\uff09\u2b50 \u6700\u5173\u952e\n\u524d3\u79d2 = \u6587\u6848\u94a9\u5b50 + \u89c6\u89c9\u94a9\u5b50\uff0c\u4e24\u6761\u7ebf\u90fd\u8981\u8be6\u7ec6\u5206\u6790\u3002\n\n### 1a. \u6587\u6848\u94a9\u5b50\n- \u94a9\u5b50\u7c7b\u578b\uff08\u53cd\u5e38\u8bc6/\u75db\u70b9/\u6570\u636e/\u573a\u666f/\u60ac\u5ff5/\u5229\u76ca\uff09\n- \u94a9\u5b50\u6587\u6848\u5b8c\u6574\u8f6c\u5f55\n- \u6587\u6848\u4e0e\u4ea7\u54c1\u7684\u5173\u8054\u5ea6\uff08\u5f3a\u5173\u8054/\u5f31\u5173\u8054\uff09\n\n### 1b. \u89c6\u89c9\u94a9\u5b50\uff08\u9010\u5e27\u63cf\u8ff0\uff09\n- \u7b2c0\u79d2\u753b\u9762\uff1a\u6682\u505c\u5728\u6700\u5f00\u59cb\uff0c\u63cf\u8ff0\u8fd9\u4e00\u5e27\u7684\u6784\u56fe\u3001\u8272\u8c03\u3001\u4e3b\u4f53\n- \u89c6\u89c9\u94a9\u5b50\u7c7b\u578b\uff08\u89c6\u89c9\u5947\u89c2/\u4ea7\u54c1\u5806\u53e0/\u753b\u9762\u7a81\u53d8/\u52a8\u4f5c\u51b2\u51fb/\u6587\u5b57\u5f39\u51fa/\u7b2c\u4e00\u4eba\u79f0POV\uff09\n- \u5177\u4f53\u753b\u9762\u63cf\u8ff0\uff1a\u666f\u522b\u3001\u8272\u8c03\u3001\u8fd0\u955c\u65b9\u5f0f\u3001\u7279\u6548\u3001\u4eba\u7269\u8868\u60c5\u548c\u52a8\u4f5c\n- \u89c6\u89c9\u4fe1\u606f\u5bc6\u5ea6\uff1a\u753b\u9762\u4e2d\u540c\u65f6\u51fa\u73b0\u4e86\u591a\u5c11\u4fe1\u606f\u5143\u7d20\n\n### 1c. \u6587\u6848\u00d7\u89c6\u89c9\u914d\u5408\n- \u6587\u6848\u548c\u753b\u9762\u662f\u5426\u540c\u6b65\u5f3a\u5316\u540c\u4e00\u4e2a\u4fe1\u606f\n- \u58f0\u97f3\u8bbe\u8ba1\uff1a\u524d3\u79d2\u6709\u65e0\u97f3\u6548/BGM\u53d8\u5316/\u4eba\u58f0\u8bed\u6c14\u53d8\u5316\n- \u7efc\u5408\u94a9\u5b50\u5f3a\u5ea6\u8bc4\u5206\uff081-10\uff09\u53ca\u7406\u7531\n\n## 2. \u5206\u955c\u7ed3\u6784\n\u7528\u8868\u683c\u62c6\u89e3\u6bcf\u4e2a\u955c\u5934\uff1a\n| \u65f6\u95f4 | \u666f\u522b | \u753b\u9762\u5185\u5bb9 | \u65c1\u767d/\u5b57\u5e55 | \u8f6c\u573a\u65b9\u5f0f |\n\n## 3. \u8282\u594f\u8bbe\u8ba1\n- \u5feb\u5207\u7247\u6bb5\u65f6\u95f4\u70b9\n- \u8282\u594f\u53d8\u5316\u6a21\u5f0f\uff08\u5feb-\u6162-\u5feb/\u6e10\u8fdb\u52a0\u901f/\u8109\u51b2\u5f0f\uff09\n- BGM\u4e0e\u753b\u9762\u7684\u914d\u5408\u5ea6\n\n## 4. \u89c6\u89c9\u5143\u7d20\n- \u8272\u8c03\u548c\u6ee4\u955c\u98ce\u683c\n- \u5b57\u5e55\u6837\u5f0f\u548c\u51fa\u73b0\u65f6\u673a\n- \u4ea7\u54c1\u5c55\u793a\u65b9\u5f0f\n- \u6784\u56fe\u7279\u70b9\n\n## 5. \u8f6c\u5316\u8bbe\u8ba1\n- CTA\u7c7b\u578b\u548c\u51fa\u73b0\u65f6\u673a\n- \u4ef7\u683c\u951a\u5b9a\u7b56\u7565\n- \u7d27\u8feb\u611f\u8425\u9020\u624b\u6bb5\n- \u8f6c\u5316\u8def\u5f84\uff08\u89c6\u9891\u2192?\u2192?\uff09\n\n## 6. \u5408\u89c4\u68c0\u67e5\n- \u662f\u5426\u5b58\u5728\u7edd\u5bf9\u5316\u7528\u8bed\n- \u529f\u6548\u8868\u8ff0\u662f\u5426\u5408\u89c4\n- \u6709\u65e0\u6f5c\u5728\u5ba1\u6838\u98ce\u9669\n\n## 7. \u53ef\u590d\u5236\u8981\u7d20\n- \u53ef\u76f4\u63a5\u590d\u5236\u7684\uff1a\u94a9\u5b50\u53e5\u5f0f\u3001\u5206\u955c\u7ed3\u6784\u3001\u89c6\u89c9\u98ce\u683c\u3001CTA\u8bdd\u672f\n- \u4e0d\u53ef\u590d\u5236\u7684\uff1a\u72ec\u7279\u573a\u666f\u3001\u7279\u5b9a\u8fbe\u4eba\u3001\u54c1\u724c\u52bf\u80fd\n\n\u8bf7\u7528\u4e2d\u6587\u8f93\u51fa\uff0c\u5c3d\u91cf\u8be6\u7ec6\u3002\n```\n\n---\n\n### Step 4: \u7206\u6b3e\u516c\u5f0f\u63d0\u70bc \u2190 \u7528\u6237\u786e\u8ba4\u8282\u70b9\n\n**\u6709\u7ade\u54c1\u89c6\u9891\u65f6** \u2192 \u6c47\u603b\u5206\u6790\u7ed3\u679c\uff1a\n\n\u8bfb\u53d6\u6240\u6709 `analysis-*.md` \u6587\u4ef6\uff0c\u540c\u65f6\u8bfb\u53d6 `references/proven-formulas.md` \u4e2d\u7684\u5df2\u9a8c\u8bc1\u516c\u5f0f\u4f5c\u4e3a\u5bf9\u7167\uff0c\u7531Claude\u6c47\u603b\u63d0\u70bc\uff1a\n\n1. **\u54c1\u7c7b\u7206\u6b3e\u5171\u6027**\uff1a\u591a\u4e2a\u89c6\u9891\u5171\u540c\u7684\u6210\u529f\u8981\u7d20\n2. **\u94a9\u5b50\u516c\u5f0f**\uff1a\u6700\u6709\u6548\u7684\u94a9\u5b50\u7c7b\u578b\u548c\u53e5\u5f0f\u6a21\u677f\n3. **\u6700\u4f73\u5206\u955c\u7ed3\u6784**\uff1a\u9002\u5408\u8be5\u54c1\u7c7b\u7684\u6807\u51c6\u5206\u955c\u6d41\u7a0b\n4. **\u8282\u594f\u6a21\u677f**\uff1a\u63a8\u8350\u7684\u8282\u594f\u8bbe\u8ba1\u65b9\u6848\n5. **\u8f6c\u5316\u8def\u5f84**\uff1a\u6700\u4f18\u7684CTA\u7b56\u7565\n6. **\u98ce\u9669\u63d0\u793a**\uff1a\u9700\u8981\u907f\u514d\u7684\u5408\u89c4\u95ee\u9898\n\n**\u65e0\u7ade\u54c1\u89c6\u9891\u65f6** \u2192 \u76f4\u63a5\u4f7f\u7528\u5df2\u9a8c\u8bc1\u516c\u5f0f\uff1a\n\n\u8bfb\u53d6 `references/proven-formulas.md`\uff0c\u6839\u636e\u4ea7\u54c1\u54c1\u7c7b\u9009\u62e9\u6700\u63a5\u8fd1\u7684\u54c1\u7c7b\u516c\u5f0f\u4f5c\u4e3a\u57fa\u7ebf\u3002\u63d0\u9192\u7528\u6237\uff1a\u65e0\u7ade\u54c1\u5206\u6790\u7684\u811a\u672c\u53ef\u80fd\u7f3a\u5c11\u54c1\u7c7b\u9488\u5bf9\u6027\uff0c\u5efa\u8bae\u540e\u7eed\u8865\u5145\u7ade\u54c1\u89c6\u9891\u3002\n\n**\u4fdd\u5b58\u6c47\u603b**\u5230 `_temp/douyin-downloads/[\u4ea7\u54c1\u540d]-\u7206\u6b3e\u5206\u6790\u6c47\u603b.md`\n\n**\u5c55\u793a\u7ed9\u7528\u6237\u786e\u8ba4**\uff1a\n- \u786e\u8ba4\u5206\u6790\u662f\u5426\u51c6\u786e\n- \u786e\u8ba4\u811a\u672c\u7c7b\u578b\uff08\u79cd\u8349/\u5343\u5ddd\uff09\n- \u8865\u5145\u4ea7\u54c1\u4fe1\u606f\uff08\u5982\u679cStep 1\u672a\u5b8c\u6574\u63d0\u4f9b\uff09\n\n**\u516c\u5f0f\u6c89\u6dc0**\uff1a\u5206\u6790\u5b8c\u6210\u540e\uff0c\u5c06\u65b0\u54c1\u7c7b\u7684\u516c\u5f0f\u8ffd\u52a0\u5230 `references/proven-formulas.md`\uff0c\u6301\u7eed\u79ef\u7d2f\u3002\n\n---\n\n### Step 5: \u811a\u672c+\u5206\u955c\u751f\u6210\n\n\u57fa\u4e8e\u7206\u6b3e\u516c\u5f0f + \u4ea7\u54c1\u4fe1\u606f + \u53e3\u8bed\u98ce\u683c\u6837\u672c\u751f\u6210\u811a\u672c\u3002\n\n**\u751f\u6210\u524d\u51c6\u5907**\uff1a\n1. \u8bfb\u53d6 `references/script-style-samples.md` \u83b7\u53d6\u53e3\u8bed\u98ce\u683c\u8303\u4f8b\n2. \u8bfb\u53d6 `references/analysis-dimensions.md` \u4e2d\u7684\u79cd\u8349/\u5343\u5ddd\u533a\u522b\u8868\n3. \u8bfb\u53d6Step 4\u7684\u7206\u6b3e\u5206\u6790\u6c47\u603b\n\n**\u811a\u672c\u751f\u6210Prompt\u6a21\u677f**\uff1a\n\n#### \u79cd\u8349\u89c6\u9891\u811a\u672c\n\n```\n\u4f60\u662f\u6296\u97f3\u7535\u5546\u77ed\u89c6\u9891\u7f16\u5bfc\uff0c\u64c5\u957f\u5e26\u8d27\u7c7b\u79cd\u8349\u5185\u5bb9\u3002\n\n## \u4efb\u52a1\n\u4e3a\u4ee5\u4e0b\u4ea7\u54c1\u751f\u6210\u4e00\u4e2a{\u65f6\u957f}\u79d2\u7684\u79cd\u8349\u89c6\u9891\u811a\u672c\u3002\n\n## \u4ea7\u54c1\u4fe1\u606f\n{\u4ea7\u54c1\u540d\u79f0\u3001\u6838\u5fc3\u5356\u70b9\u3001\u76ee\u6807\u4eba\u7fa4\u3001\u4ef7\u683c\u3001\u54c1\u724c\u4fe1\u606f}\n\n## \u7206\u6b3e\u516c\u5f0f\uff08\u57fa\u4e8e\u7ade\u54c1\u5206\u6790\uff09\n{Step 4\u63d0\u70bc\u7684\u7206\u6b3e\u516c\u5f0f}\n\n## \u53e3\u8bed\u98ce\u683c\u8981\u6c42\n\u53c2\u8003\u4ee5\u4e0b\u771f\u5b9e\u811a\u672c\u7684\u98ce\u683c\u7279\u5f81\uff1a\n- \u6781\u5ea6\u53e3\u8bed\u5316\uff1a\u7528\u8bf4\u8bdd\u7684\u65b9\u5f0f\u5199\u5b57\uff0c\u77ed\u53e5\u4e3a\u4e3b\uff08\u4e0d\u8d85\u8fc715\u5b57\uff09\n- \u5177\u4f53\u6570\u636e\u951a\u70b9\uff1a\u7528\u5177\u4f53\u6570\u5b57\uff0c\u4e0d\u7528\u300c\u5f88\u591a\u300d\u300c\u5927\u91cf\u300d\n- \u611f\u5b98\u63cf\u8ff0\uff1a\u8c03\u52a8\u89c6\u89c9/\u89e6\u89c9/\u5473\u89c9/\u55c5\u89c9\n- \u60c5\u611f\u89e6\u53d1\uff1a\u8eab\u4efd\u8ba4\u540c\u3001\u7126\u8651\u6fc0\u6d3b\u3001\u573a\u666f\u5171\u9e23\n- \u54c1\u724c\u80cc\u4e66\u7b80\u5316\uff1a\u4e00\u53e5\u8bdd\u5e26\u8fc7\n- \u4ef7\u683c\u951a\u5b9a+\u7d27\u8feb\u611f\n\n\u771f\u5b9e\u811a\u672c\u8303\u4f8b\uff1a\n{\u4ecescript-style-samples.md\u9009\u53d6\u540c\u54c1\u7c7b\u6216\u98ce\u683c\u63a5\u8fd1\u76841-2\u4e2a\u6837\u672c}\n\n## \u8f93\u51fa\u8981\u6c42\n\n### Part A\uff1a\u5b8c\u6574\u811a\u672c\n- \u5f00\u59343\u79d2\u5fc5\u987b\u6709\u5f3a\u94a9\u5b50\uff08\u53c2\u8003\u5206\u6790\u4e2d\u6700\u6709\u6548\u7684\u94a9\u5b50\u7c7b\u578b\uff09\n- \u4e2d\u95f4\u5c55\u793a\u6838\u5fc3\u5356\u70b9\uff08\u6700\u591a3\u4e2a\uff0c\u591a\u4e86\u89c2\u4f17\u8bb0\u4e0d\u4f4f\uff09\n- \u7ed3\u5c3e\u6709\u660e\u786eCTA\n- \u5168\u6587\u53e3\u8bed\u5316\uff0c\u50cf\u670b\u53cb\u63a8\u8350\n- \u4e0d\u4f7f\u7528\u7edd\u5bf9\u5316\u7528\u8bed\uff0c\u7b26\u5408\u6296\u97f3\u5e7f\u544a\u5ba1\u6838\u89c4\u8303\n- \u6807\u6ce8\u6bcf\u6bb5\u9884\u4f30\u65f6\u957f\n\n### Part B\uff1a\u5206\u955c\u8868\u683c\uff08\u524d3\u79d2\u5fc5\u987b\u8be6\u7ec6\u63cf\u8ff0\u89c6\u89c9\u94a9\u5b50\uff09\n| \u955c\u53f7 | \u65f6\u957f | \u666f\u522b | \u753b\u9762\u5185\u5bb9 | \u65c1\u767d/\u5b57\u5e55 | \u62cd\u6444\u5efa\u8bae |\n\n\u26a0\ufe0f \u524d3\u79d2\u7684\u5206\u955c\u5fc5\u987b\u5305\u542b\uff1a\n- \u89c6\u89c9\u94a9\u5b50\u7c7b\u578b\uff08\u89c6\u89c9\u5947\u89c2/\u4ea7\u54c1\u5806\u53e0/\u753b\u9762\u7a81\u53d8/\u52a8\u4f5c\u51b2\u51fb/\u6587\u5b57\u5f39\u51fa/\u7b2c\u4e00\u4eba\u79f0POV\uff09\n- \u5177\u4f53\u753b\u9762\u63cf\u8ff0\uff1a\u6784\u56fe\u3001\u8272\u8c03\u3001\u8fd0\u955c\u3001\u7279\u6548\u3001\u8868\u60c5\u52a8\u4f5c\n- \u7b2c\u4e00\u5e27\u8bbe\u8ba1\uff1a\u6682\u505c\u5728\u7b2c0\u79d2\u65f6\u8fd9\u4e00\u5e27\u80fd\u5426\u5438\u5f15\u70b9\u51fb\n- \u6587\u6848\u00d7\u753b\u9762\u914d\u5408\uff1a\u58f0\u97f3\u548c\u753b\u9762\u662f\u5426\u540c\u6b65\u5f3a\u5316\u540c\u4e00\u4e2a\u4fe1\u606f\n```\n\n#### \u5343\u5ddd\u6295\u653e\u7d20\u6750\u811a\u672c\n\n```\n\u4f60\u662f\u5343\u5ddd\u6295\u653e\u7d20\u6750\u7f16\u5bfc\uff0c\u64c5\u957f\u9ad8\u8f6c\u5316\u4fe1\u606f\u6d41\u5e7f\u544a\u3002\n\n## \u4efb\u52a1\n\u4e3a\u4ee5\u4e0b\u4ea7\u54c1\u5199\u4e00\u6761{\u65f6\u957f}\u79d2\u5343\u5ddd\u6295\u653e\u7d20\u6750\u811a\u672c\u3002\n\n## \u4ea7\u54c1\u4fe1\u606f\n{\u4ea7\u54c1\u540d\u79f0\u3001\u6838\u5fc3\u5356\u70b9\u3001\u76ee\u6807\u4eba\u7fa4\u3001\u4ef7\u683c\u3001\u6295\u653e\u76ee\u6807}\n\n## \u7206\u6b3e\u516c\u5f0f\uff08\u57fa\u4e8e\u7ade\u54c1\u5206\u6790\uff09\n{Step 4\u63d0\u70bc\u7684\u7206\u6b3e\u516c\u5f0f}\n\n## \u53e3\u8bed\u98ce\u683c\u8981\u6c42\n{\u540c\u79cd\u8349\u811a\u672c\u7684\u98ce\u683c\u8981\u6c42}\n\n## \u5343\u5ddd\u7d20\u6750\u7279\u6b8a\u8981\u6c42\n- \u524d3\u79d2\u5fc5\u987b\u6709\u5f3a\u94a9\u5b50\uff08\u6570\u636e\u578b\u6216\u75db\u70b9\u578b\uff0c\u4e0d\u8981\u7528\u95ee\u53e5\u5f00\u5934\uff09\n- \u4fe1\u606f\u5bc6\u96c6\uff0c\u5356\u70b9\u76f4\u7ed9\n- CTA\u8981\u786c\uff1a\u660e\u786e\u5f15\u5bfc\u70b9\u51fb/\u8fdb\u76f4\u64ad\u95f4/\u4e0b\u5355\n- \u4e0d\u4f7f\u7528\u7edd\u5bf9\u5316\u7528\u8bed\uff0c\u4e0d\u505a\u672a\u7ecf\u9a8c\u8bc1\u7684\u529f\u6548\u627f\u8bfa\n- \u7b26\u5408\u5343\u5ddd\u5ba1\u6838\u89c4\u8303\n\n## \u8f93\u51fa\n### Part A\uff1a\u5b8c\u6574\u811a\u672c\uff08\u6807\u6ce8\u65f6\u957f\uff09\n### Part B\uff1a\u5206\u955c\u8868\u683c\n| \u955c\u53f7 | \u65f6\u957f | \u753b\u9762\u5185\u5bb9 | \u65c1\u767d/\u5b57\u5e55 | \u7d20\u6750\u5efa\u8bae |\n```\n\n**\u4fdd\u5b58\u811a\u672c**\u5230 `_temp/douyin-downloads/[\u4ea7\u54c1\u540d]-\u79cd\u8349\u811a\u672c.md` \u6216 `[\u4ea7\u54c1\u540d]-\u5343\u5ddd\u7d20\u6750\u811a\u672c.md`\n\n---\n\n### Step 6: AI\u5473\u5ba1\u6821 \u2190 \u7528\u6237\u786e\u8ba4\u8282\u70b9\n\n\u5bf9\u751f\u6210\u7684\u811a\u672c\u8fdb\u884c\u89c6\u9891\u811a\u672c\u4e13\u7528\u5ba1\u6821\uff0c5\u9879\u68c0\u67e5\uff1a\n\n#### \u68c0\u67e51\uff1a\u53e3\u8bed\u5316\u7a0b\u5ea6\n\u53c2\u8003 `\u89c6\u9891\u811a\u672c\u53e3\u8bed\u5316\u5ba1\u6821` skill\u7684\u89c4\u5219\uff1a\n- \u274c \u300c\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u8fdb\u884c...\u300d\u2192 \u2705 \u300c\u6211\u4eec\u6765...\u300d\n- \u274c \u300c\u8fdb\u884c\u64cd\u4f5c\u300d\u2192 \u2705 \u300c\u70b9\u51fb\u300d\n- \u274c \u300c\u7efc\u4e0a\u6240\u8ff0\u300d\u2192 \u2705 \u76f4\u63a5\u603b\u7ed3\n- \u77ed\u53e5\u4e3a\u4e3b\uff08\u4e0d\u8d85\u8fc715\u5b57\uff09\n- \u5927\u58f0\u8bfb\u4e00\u904d\uff0c\u5361\u987f\u7684\u5730\u65b9\u91cd\u5199\n\n#### \u68c0\u67e52\uff1a\u94a9\u5b50\u5f3a\u5ea6\n- \u524d3\u79d2\u662f\u5426\u6709\u8db3\u591f\u5438\u5f15\u529b\n- \u662f\u5426\u4e0e\u76ee\u6807\u4eba\u7fa4\u5339\u914d\n- \u662f\u5426\u5236\u9020\u4e86\u597d\u5947\u5fc3/\u7d27\u8feb\u611f/\u5171\u9e23\n\n#### \u68c0\u67e53\uff1a\u8282\u594f\u4e0e\u65f6\u957f\n- \u6bcf\u6bb5\u65f6\u957f\u6807\u6ce8\u662f\u5426\u5408\u7406\n- \u603b\u65f6\u957f\u662f\u5426\u5728\u76ee\u6807\u8303\u56f4\u5185\n- \u4fe1\u606f\u5bc6\u5ea6\u662f\u5426\u9002\u4e2d\uff08\u4e0d\u8fc7\u8f7d\u4e5f\u4e0d\u7a7a\u6d1e\uff09\n\n#### \u68c0\u67e54\uff1a\u5e7f\u5ba1\u5408\u89c4\u68c0\u67e5\uff08\u91cd\u70b9\uff01\uff09\n\n\u8fd9\u662f\u6700\u5bb9\u6613\u5bfc\u81f4\u7d20\u6750\u88ab\u62d2\u7684\u73af\u8282\u3002\u5373\u4f7f\u4ea7\u54c1\u5b98\u65b9\u5ba3\u4f20\u8bed\u4e2d\u6709\u67d0\u4e9b\u8868\u8ff0\uff0c\u6295\u653e\u65f6\u4e5f\u53ef\u80fd\u88ab\u5e73\u53f0\u5ba1\u6838\u62d2\u7edd\u3002\n\n**4a. \u7edd\u5bf9\u5316\u7528\u8bed**\uff08\u5fc5\u987b\u5220\u9664\uff09\uff1a\n- \u274c \u6700\u597d/\u7b2c\u4e00/100%/\u7edd\u5bf9/\u552f\u4e00/\u9876\u7ea7/\u5168\u7f51\u6700\u4f4e\n\n**4b. \u65f6\u95f4+\u529f\u6548\u627f\u8bfa**\uff08\u9ad8\u5371\uff01\u6700\u5e38\u88ab\u5361\uff09\uff1a\n- \u274c \u300c60\u79d2\u7f13\u89e3\u654f\u611f\u300d\u2192 \u2705 \u300c\u7528\u5b8c\u5634\u5df4\u5c31\u8212\u670d\u591a\u4e86\u300d\n- \u274c \u300c28\u5929\u6de1\u659183%\u300d\u2192 \u2705 \u300c\u575a\u6301\u7528\uff0c\u6591\u771f\u7684\u6709\u53d8\u6de1\u300d\n- \u274c \u300c7\u5929\u89c1\u6548\u300d\u2192 \u2705 \u300c\u7528\u4e86\u4e00\u9635\u5b50\u5c31\u80fd\u770b\u5230\u53d8\u5316\u300d\n- \u89c4\u5219\uff1a**\u5177\u4f53\u65f6\u95f4 + \u5177\u4f53\u529f\u6548 = \u5fc5\u987b\u6539\u5199**\u3002\u53bb\u6389\u65f6\u95f4\u6216\u53bb\u6389\u529f\u6548\u627f\u8bfa\uff0c\u7528\u6a21\u7cca\u5316\u7684\u4f53\u611f\u63cf\u8ff0\u4ee3\u66ff\n- \u5373\u4f7f\u6570\u636e\u6765\u81ea\u4ea7\u54c1\u5b98\u65b9/\u4e34\u5e8a\u62a5\u544a\uff0c\u6295\u653e\u7d20\u6750\u4e2d\u4e5f\u4e0d\u80fd\u76f4\u63a5\u4f7f\u7528\n\n**4c. \u529f\u6548\u627f\u8bfa\u63aa\u8f9e**\uff1a\n- \u274c \u6cbb\u597d/\u6839\u6cbb/\u6c38\u4e45/\u5f7b\u5e95\u89e3\u51b3 \u2192 \u2705 \u7f13\u89e3/\u5e2e\u52a9\u6539\u5584/\u611f\u89c9\u597d\u591a\u4e86\n- \u274c \u7f8e\u767d/\u795b\u75d8/\u6297\u8870 \u2192 \u2705 \u63d0\u4eae/\u6539\u5584\u75d8\u75d8\u808c/\u8ba9\u76ae\u80a4\u72b6\u6001\u66f4\u597d\uff08\u5316\u5986\u54c1\u7c7b\u9700\u7279\u522b\u6ce8\u610f\uff09\n- \u274c \u6d88\u708e/\u6740\u83cc/\u6291\u83cc \u2192 \u2705 \u611f\u89c9\u6e05\u723d\u5e72\u51c0\uff08\u975e\u836f\u54c1\u4e0d\u80fd\u7528\u533b\u7597\u672f\u8bed\uff09\n\n**4d. \u5bf9\u6bd4\u548c\u8d2c\u635f**\uff1a\n- \u274c \u300c\u6bd4XX\u54c1\u724c\u597d\u300d\u300c\u540a\u6253\u6240\u6709\u7ade\u54c1\u300d\n- \u274c \u300c\u533b\u9662\u8981\u82b1\u51e0\u5343\u5757\u300d\u2192 \u26a0\ufe0f \u53ef\u4ee5\u7528\u4f46\u4e0d\u80fd\u6697\u793a\u66ff\u4ee3\u533b\u7597\n\n**4e. \u8bf1\u5bfc\u548c\u865a\u5047**\uff1a\n- \u274c \u300c\u4e0d\u4e70\u5c31\u4e8f\u4e86\u300d\u300c\u9519\u8fc7\u518d\u7b49\u4e00\u5e74\u300d\uff08\u865a\u5047\u7d27\u8feb\u611f\uff09\n- \u274c \u672a\u6807\u6ce8\u7684\u6f14\u5458\u626e\u6f14\u4f7f\u7528\u8005/\u4e13\u5bb6\n\n**\u6539\u5199\u539f\u5219**\uff1a\u7528\u7b2c\u4e00\u4eba\u79f0\u4f53\u611f\u4ee3\u66ff\u7b2c\u4e09\u4eba\u79f0\u6570\u636e\u3002\u300c\u6211\u7528\u4e86\u4e4b\u540e\u611f\u89c9...\u300d\u6bd4\u300c\u7ecf\u4e34\u5e8a\u9a8c\u8bc1...\u300d\u5b89\u5168\u5f97\u591a\u3002\n\n#### \u68c0\u67e55\uff1aAI\u5473\u68c0\u67e5\n\u53c2\u8003 `ai-taste-proofreading` skill\u76846\u5927AI\u8154\u89c4\u5219\uff1a\n- \u274c \u5957\u8bdd\u8fde\u7bc7\uff1a\u300c\u5728\u5f53\u4eca\u65f6\u4ee3\u300d\u300c\u503c\u5f97\u6ce8\u610f\u7684\u662f\u300d\n- \u274c AI\u53e5\u5f0f\uff1a\u300c\u4e0d\u662f...\u800c\u662f...\u300d\u300c\u4e0d\u4ec5...\u800c\u4e14...\u300d\u8fde\u7eed\u4f7f\u7528\n- \u274c \u4e66\u9762\u8bcd\u6c47\uff1a\u300c\u663e\u8457\u63d0\u5347\u300d\u300c\u5145\u5206\u5229\u7528\u300d\n- \u274c \u7ed3\u6784\u673a\u68b0\uff1a\u8fc7\u5ea6\u4f7f\u7528\u300c\u9996\u5148\u3001\u5176\u6b21\u3001\u6700\u540e\u300d\n- \u274c \u6001\u5ea6\u4e2d\u7acb\uff1a\u300c\u5177\u4f53\u53d6\u51b3\u4e8e\u5b9e\u9645\u60c5\u51b5\u300d\n- \u274c \u7ec6\u8282\u7f3a\u5931\uff1a\u5927\u8bcd\u591a\u3001\u5177\u4f53\u7ec6\u8282\u5c11\n\n**\u5ba1\u6821\u540e**\u5c55\u793a\u4fee\u6539\u6e05\u5355\u7ed9\u7528\u6237\u786e\u8ba4\uff0c\u7136\u540e\u5e94\u7528\u4fee\u6539\u3002\n\n---\n\n## \u6587\u4ef6\u4fdd\u5b58\u89c4\u5219\n\n\u6240\u6709\u4e2d\u95f4\u4ea7\u7269\u548c\u6700\u7ec8\u8f93\u51fa\u4fdd\u5b58\u5728 `\u5199\u4f5c/_temp/douyin-downloads/`\uff1a\n\n```\n_temp/douyin-downloads/\n\u251c\u2500\u2500 douyin-1-[ID].mp4             # \u4e0b\u8f7d\u7684\u89c6\u9891\n\u251c\u2500\u2500 douyin-2-[ID].mp4\n\u251c\u2500\u2500 analysis-1.md                  # \u89c6\u9891\u5206\u6790\u7ed3\u679c\n\u251c\u2500\u2500 analysis-2.md\n\u251c\u2500\u2500 [\u4ea7\u54c1\u540d]-\u7206\u6b3e\u5206\u6790\u6c47\u603b.md       # \u591a\u89c6\u9891\u6c47\u603b\n\u251c\u2500\u2500 [\u4ea7\u54c1\u540d]-\u79cd\u8349\u811a\u672c.md           # \u6700\u7ec8\u79cd\u8349\u811a\u672c\n\u2514\u2500\u2500 [\u4ea7\u54c1\u540d]-\u5343\u5ddd\u7d20\u6750\u811a\u672c.md       # \u6700\u7ec8\u5343\u5ddd\u811a\u672c\n```\n\n## \u53c2\u8003\u8d44\u6e90\n\n| \u8d44\u6e90 | \u8def\u5f84 | \u7528\u9014 |\n|------|------|------|\n| \u5206\u6790\u7ef4\u5ea6\u6846\u67b6 | `references/analysis-dimensions.md` | 7\u7ef4\u5ea6\u5206\u6790+\u79cd\u8349vs\u5343\u5ddd |\n| \u5df2\u9a8c\u8bc1\u7206\u6b3e\u516c\u5f0f | `references/proven-formulas.md` | \u54c1\u7c7b\u516c\u5f0f\u5e93\uff0c\u65e0\u7ade\u54c1\u89c6\u9891\u65f6\u7684\u57fa\u7ebf |\n| \u53e3\u8bed\u98ce\u683c\u6837\u672c | `references/script-style-samples.md` | \u811a\u672c\u751f\u6210\u7684few-shot\u8303\u4f8b |\n| \u89c6\u9891\u4e0b\u8f7d\u811a\u672c | `scripts/download_douyin.py` | \u6296\u97f3\u89c6\u9891\u4e0b\u8f7d\uff08yt-dlp\uff09 |\n| Gemini\u89c6\u9891\u5206\u6790 | `scripts/analyze_video.py` | \u89c6\u9891\u7406\u89e3\u548c\u62c6\u89e3\uff08\u5185\u7f6e\uff09 |\n| AI\u5473\u5ba1\u6821\u89c4\u5219 | Step 6\u4e2d\u5185\u5d4c | 6\u5927AI\u8154\u8bc6\u522b |\n| \u53e3\u8bed\u5316\u5ba1\u6821 | Step 6\u4e2d\u5185\u5d4c | \u53e3\u8bed\u5316\u6539\u5199\u89c4\u5219 |\n\n## \u5feb\u901f\u4f7f\u7528\n\n**\u6709\u7ade\u54c1\u89c6\u9891\u65f6**\uff08\u300c\u5e2e\u6211\u62c6\u89e3\u8fd9\u51e0\u4e2a\u6296\u97f3\u89c6\u9891\uff0c\u751f\u6210\u4e00\u4e2a\u811a\u672c\u300d\uff09\uff1a\n1. \u6536\u96c6\u94fe\u63a5\u548c\u4ea7\u54c1\u4fe1\u606f\uff08Step 1\uff09\n2. \u4e0b\u8f7d+\u5206\u6790\u53ef\u5e76\u884c\u6267\u884c\uff08Step 2-3\uff09\n3. \u5c55\u793a\u5206\u6790\u6c47\u603b\uff0c\u786e\u8ba4\u65b9\u5411\uff08Step 4\uff09\n4. \u751f\u6210\u811a\u672c\uff0c\u786e\u8ba4\u540e\u5ba1\u6821\uff08Step 5-6\uff09\n5. \u5c06\u65b0\u54c1\u7c7b\u516c\u5f0f\u8ffd\u52a0\u5230 `references/proven-formulas.md`\n\n**\u65e0\u7ade\u54c1\u89c6\u9891\u65f6**\uff08\u300c\u5e2e\u6211\u5199\u4e2aXX\u4ea7\u54c1\u7684\u79cd\u8349\u811a\u672c\u300d\uff09\uff1a\n1. \u6536\u96c6\u4ea7\u54c1\u4fe1\u606f\uff08Step 1\uff0c\u8df3\u8fc7\u89c6\u9891\u94fe\u63a5\uff09\n2. \u8df3\u8fc7 Step 2-3\n3. \u4ece `references/proven-formulas.md` \u9009\u53d6\u54c1\u7c7b\u516c\u5f0f\uff08Step 4\uff09\n4. \u751f\u6210\u811a\u672c\uff0c\u786e\u8ba4\u540e\u5ba1\u6821\uff08Step 5-6\uff09\n\n\u603b\u8017\u65f6\uff1a\u6709\u89c6\u9891\u7ea615-20\u5206\u949f\uff0c\u65e0\u89c6\u9891\u7ea65-10\u5206\u949f\u3002\n\n---\n\n> **\u82b1\u53d4\u51fa\u54c1** | AI Native Coder \u00b7 \u72ec\u7acb\u5f00\u53d1\u8005\n> \u516c\u4f17\u53f7\u300c\u82b1\u53d4\u300d| 30\u4e07+\u7c89\u4e1d | AI\u5de5\u5177\u4e0e\u6548\u7387\u63d0\u5347\n> \u4ee3\u8868\u4f5c\uff1a\u5c0f\u732b\u8865\u5149\u706f\uff08AppStore\u4ed8\u8d39\u699cTop1\uff09\u00b7\u300a\u4e00\u672c\u4e66\u73a9\u8f6cDeepSeek\u300b\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"}