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aws-wechat-article-images\ndescription: \u516c\u4f17\u53f7\u5c01\u9762\uff5c\u516c\u4f17\u53f7\u914d\u56fe\uff5c\u516c\u4f17\u53f7\u63d2\u56fe\uff5cAI \u751f\u56fe \u2014 \u516c\u4f17\u53f7 AI \u5c01\u9762\u4e0e\u914d\u56fe\u751f\u6210\uff0c\u6309\u6587\u7ae0\u6807\u9898\u4e0e\u5185\u5bb9\u81ea\u52a8\u5339\u914d\u753b\u98ce\uff0c\u4e00\u7a3f\u591a\u65b9\u6848\uff0c\u591a\u98ce\u683c\u9884\u8bbe\u53ef\u590d\u7528\u3002\u9762\u5411\u516c\u4f17\u53f7\u7f16\u8f91\u3001\u81ea\u5a92\u4f53\u3001\u54c1\u724c\u8bbe\u8ba1\u3002\u89e6\u53d1\u8bcd\uff1a\u300c\u5c01\u9762\u300d\u300c\u914d\u56fe\u300d\u300c\u63d2\u56fe\u300d\u300c\u751f\u6210\u56fe\u7247\u300d\u300c\u7ed9\u6587\u7ae0\u52a0\u56fe\u300d\u300c\u505a\u4e2a\u5c01\u9762\u300d\u300c\u6587\u7ae0\u63d2\u56fe\u300d\u300c\u914d\u4e2a\u56fe\u300d\u3002\u4e0d\u5199\u6b63\u6587\u53ea\u53d1\u4e00\u7ec4\u56fe\u8bf7\u8d70 aws-wechat-sticker\uff1b\u9700\u8981\u591a\u73af\u8282\u4e32\u8054\uff08\u5199+\u5ba1+\u6392+\u914d\u56fe+\u53d1\uff09\u8bf7\u8d70 aws-wechat-article-main\u3002\nhomepage: https://aiworkskills.cn\nurl: https://github.com/aiworkskills/wechat-article-skills\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - IMAGE_MODEL_API_KEY\n      bins:\n        - python3\n    primaryEnv: aws.env\n---\n\n# \u914d\u56fe\n\n**\u516c\u4f17\u53f7\u5c01\u9762 & \u914d\u56fe AI \u751f\u6210** \u2014\u2014 \u6309\u6587\u7ae0\u5185\u5bb9\u81ea\u52a8\u5339\u914d\u753b\u98ce\uff0c\u98ce\u683c\u4f53\u7cfb\u53ef\u590d\u7528\u3002\n\n> **\u5957\u4ef6\u8bf4\u660e** \u00b7 \u672c skill \u5c5e `aws-wechat-article-*` \u4e00\u6761\u9f99\u5957\u4ef6\uff08\u5171 9 \u4e2a slug\uff0c\u5165\u53e3 `aws-wechat-article-main`\uff09\u3002\u8de8 skill \u7684\u76f8\u5bf9\u5f15\u7528\u4f9d\u8d56\u540c\u4e00 `skills/` \u76ee\u5f55\uff0c\u5efa\u8bae\u4e00\u5e76 `clawhub install` \u5168\u5957\u3002\u6e90\u7801\uff1a<https://github.com/aiworkskills/wechat-article-skills>\n\n## \u80fd\u529b\u62ab\u9732\uff08Capabilities\uff09\n\n\u672c skill \u8c03 `image_create.py` **\u8c03\u5916\u90e8\u56fe\u50cf API** \u751f\u6210\u5c01\u9762\u4e0e\u6b63\u6587\u914d\u56fe\uff0c**\u4f1a\u628a\u56fe\u7247\u63d0\u793a\u8bcd\uff08\u53ef\u80fd\u542b\u6587\u7ae0\u4e3b\u9898\u7247\u6bb5\uff09\u53d1\u7ed9\u7528\u6237\u914d\u7f6e\u7684\u56fe\u50cf\u751f\u6210\u7aef\u70b9**\u3002\n\n- **\u51ed\u8bc1**\uff1a\u8bfb `aws.env` \u7684 `IMAGE_MODEL_API_KEY`\uff0c\u4ee5 `Authorization: Bearer` \u53d1\u5f80 `image_model.base_url`\n- **\u5185\u5bb9\u5916\u53d1**\uff1a\u6bcf\u5f20\u56fe\u7684 prompt \u4f5c\u4e3a JSON POST body \u53d1\u9001\uff0c\u6765\u81ea\u672c\u7bc7 `imgs/prompts/*.md`\n- **SSRF \u9632\u5fa1**\uff1aAPI \u8fd4\u56de\u56fe\u7247 URL \u65f6**\u4ec5\u5141\u8bb8\u4e0b\u8f7d http/https \u516c\u7f51\u5730\u5740**\uff0c\u5185\u7f51 / \u73af\u56de / \u4fdd\u7559\u5730\u5740\u4e00\u5f8b\u62d2\u7edd\n- **\u6587\u4ef6\u8bfb**\uff1a`.aws-article/config.yaml`\u3001\u672c\u7bc7 `article.yaml` / `article.md` / `imgs/prompts/*.md`\u3001\u672c skill \u7684 `references/*`\u3001`.aws-article/products/{\u4ea7\u54c1\u540d}/images/*`\n- **\u6587\u4ef6\u5199**\uff1a\u672c\u7bc7 `imgs/**`\u3001\u53ef\u9009 `img_analysis.md`\n- **shell**\uff1a\u4ec5 `{python} {baseDir}/scripts/image_create.py`\u3001`user_image_prepare.py`\n\n**\u5efa\u8bae**\u7528\u4e13\u7528 key\uff08\u6700\u4f4e\u6743\u9650\u3001\u72ec\u7acb\u8ba1\u8d39\uff09\uff0c\u4e0d\u8981\u7528 account \u7ea7 master key\u3002\n\n\u5355\u72ec\u5b89\u88c5\u672c skill \u65f6\uff0c\u8de8 skill \u7684\u5f15\u7528\u4f1a `file not found`\uff0c\u4f46\u751f\u56fe\u811a\u672c\u4ecd\u53ef\u7528\u3002\u5b8c\u6574 9 slug \u89c1 [\u6e90\u7801\u4ed3\u5e93](https://github.com/aiworkskills/wechat-article-skills)\u3002\n\n## \u8def\u7531\n\n\u5b8c\u6574\u957f\u6587\u4ece\u9009\u9898\u5230\u53d1\u5e03 \u2192 [main](../aws-wechat-article-main/SKILL.md)\uff1b\u56fe\u7247\u6d88\u606f / \u4e5d\u5bab\u683c\u7b49\u591a\u56fe\u63a8\u9001 \u2192 [sticker](../aws-wechat-sticker/SKILL.md)\u3002\u672c skill \u4e13\u6ce8**\u957f\u6587\u914d\u56fe**\u3002\n\n\u7528\u6237\u8bf4\u300c\u8fd9\u7bc7\u914d\u56fe\u4e0d\u6ee1\u610f\uff0c\u6362\u6210\u6211\u4e0a\u4f20\u7684\u65b0\u56fe\u91cd\u53d1\u8349\u7a3f\u7bb1\u300d\u2192 \u4e0d\u8d70\u4e0b\u9762\u7684\u5de5\u4f5c\u6d41\uff0c\u6539\u8d70 [branches.md \u7b2c\u4e09\u8282\u300c\u53d1\u5e03\u540e\u6362\u56fe\u91cd\u53d1\u300d](references/branches.md)\u3002\n\n\u914d\u7f6e\u68c0\u67e5\u6309 [\u9996\u6b21\u5f15\u5bfc](../aws-wechat-article-main/references/first-time-setup.md) \u6267\u884c\uff1b`image_model` \u5728 `config.yaml`\u3001`IMAGE_MODEL_API_KEY` \u5728 `aws.env`\u3002\u7aef\u70b9\u5dee\u5f02\u4e0e\u6bd4\u4f8b\u4f20\u6cd5\u89c1 [branches.md \u7b2c\u516d\u8282](references/branches.md)\u3002\n\n| \u811a\u672c | \u7528\u9014 |\n|------|------|\n| `scripts/image_create.py` | \u8c03\u4e13\u7528\u751f\u56fe API\uff08`generate` / `batch` / `check` / `test`\uff09 |\n| `scripts/user_image_prepare.py` | \u7528\u6237\u4f9b\u56fe\u6a21\u5f0f\uff1a\u5efa `imgs/` \u5e76\u751f\u6210 `img_analysis.md` \u6a21\u677f |\n\n## \u4e94\u6761\u786c\u89c4\u5219 \u26d4\n\n1. **\u5c01\u9762\u5fc5\u987b\u811a\u672c\u751f\u6210**\uff0c\u4ea7\u51fa\u4e3a\u6587\u7ae0\u76ee\u5f55\u4e0b\u7684 `cover.png`\uff08\u6216 `.jpg` / `.jpeg` / `.webp`\uff09\u3002**\u7981\u6b62**\u628a\u7d20\u6750\u5e93\u6587\u4ef6\u76f4\u63a5\u590d\u5236\u6210 `cover.*`\u3002\u4f8b\u5916\uff1a\u7528\u6237\u660e\u786e\u4e0a\u4f20\u5c01\u9762\u5e76\u58f0\u660e\u300c\u53ea\u7528\u8fd9\u4e00\u5f20\u300d\uff0c\u987b\u5728\u7ed3\u679c\u4e2d\u6ce8\u660e\u300c\u7528\u6237\u6307\u5b9a\u5c01\u9762\u300d\u3002\n2. **\u6b63\u6587\u4f18\u5148\u7528\u4e1a\u52a1\u914d\u56fe\u5e93**\uff0c\u7f3a\u56fe\u624d\u751f\u6210\u3002\u5224\u65ad\u987a\u5e8f\u89c1 [branches.md \u7b2c\u4e00\u8282](references/branches.md)\u3002\n3. **\u5220\u56fe\u6709\u4e0a\u9650**\uff1a\u6bcf\u7bc7\u6700\u591a\u5220 1 \u4e2a\u56fe\u4f4d\u5e76\u5199\u660e\u7406\u7531\u3002\u8981\u5220 2 \u4e2a\u4ee5\u4e0a\u3001**\u6216\u628a\u672c\u7bc7 `image_density` \u6539\u5c0f**\uff08\u6548\u679c\u76f8\u540c\uff09\uff0c\u90fd\u8981\u5148\u628a\u300c\u672c\u7bc7\u5185\u5bb9\u4e0e\u5bc6\u5ea6\u5bf9\u4e0d\u4e0a\u300d\u8fd9\u4e2a\u5224\u65ad\u544a\u8bc9\u7528\u6237\u3002\n4. **`imgs/` \u76ee\u5f55\u5206\u5de5**\uff1a\u6839\u76ee\u5f55\u53ea\u653e\u6b63\u6587\u5f15\u7528\u7684\u6700\u7ec8\u56fe\uff1b`prompts/` \u653e\u751f\u56fe prompt\uff0c`sources/` \u653e\u5b9e\u8bc1\u56fe\u7684\u6765\u6e90\u8bf4\u660e\uff0c`raw/` \u653e\u622a\u56fe\u4e0e\u88c1\u5207\u7684\u4e2d\u95f4\u4ea7\u7269\u3002\n5. **\u5148\u5206\u5de5\u518d\u9009\u5f62\u6001**\uff1a\u6392\u7248\u7ec4\u4ef6\u548c\u4fe1\u606f\u4f4d\u914d\u56fe\u5e72\u540c\u4e00\u4ef6\u4e8b\uff0c\u540c\u4e00\u4efd\u5185\u5bb9\u53ea\u7ed9\u5176\u4e2d\u4e00\u4e2a\u3002\u4f46**\u53ea\u6709\u6807\u51c6 markdown \u591f\u5f97\u5230\u7684\u7ec4\u4ef6\u624d\u7b97\u6570**\u2014\u2014\u5224\u7ed9\u591f\u4e0d\u5230\u7684\u7ec4\u4ef6\u7b49\u4e8e\u56fe\u548c\u7ec4\u4ef6\u4e24\u5934\u843d\u7a7a\u3002\u5b9e\u6d4b\u5f52\u5c5e\u89c1 [image-method \u7b2c\u4e00\u6b65\u534a](references/image-method.md)\uff1a\u53ea\u6709**\u91d1\u53e5\u5361\u7247**\u5f52\u7ec4\u4ef6\uff0c\u5bf9\u6bd4\u4e24\u680f\u4e0e\u6e05\u5355\u8981\u70b9\u4e00\u5f8b\u51fa\u56fe\u3002\n\n## \u5de5\u4f5c\u6d41\n\n```\n\u914d\u56fe\u8fdb\u5ea6\uff1a\n- [ ] \u7b2c1\u6b65\uff1a\u8bfb\u914d\u7f6e\u4e0e\u6587\u7ae0\n- [ ] \u7b2c2\u6b65\uff1a\u89e3\u6790\u914d\u56fe\u6807\u8bb0\n- [ ] \u7b2c3\u6b65\uff1a\u786e\u5b9a\u98ce\u683c\n- [ ] \u7b2c4\u6b65\uff1a\u5199 prompt\n- [ ] \u7b2c5\u6b65\uff1a\u5c55\u793a\u65b9\u6848\u5e76\u7b49\u5f85\u786e\u8ba4 \u26d4\n- [ ] \u7b2c6\u6b65\uff1a\u751f\u6210\u56fe\u7247\n- [ ] \u7b2c7\u6b65\uff1a\u63d2\u5165\u6587\u7ae0 + \u6536\u5c3e\u81ea\u68c0 \u26d4\n```\n\n### \u7b2c1\u6b65\uff1a\u8bfb\u914d\u7f6e\u4e0e\u6587\u7ae0\n\n- **\u5168\u5c40** `.aws-article/config.yaml`\uff1a`cover_aspect`\u3001`image_density`\u3001`caption_style`\u3001`tone` \u7b49\u4ee5\u5b83\u4e3a\u51c6\uff08\u5b57\u6bb5\u89c1 [articlescreening-schema.md](../aws-wechat-article-main/references/articlescreening-schema.md)\uff09\u3002\n- **\u672c\u7bc7** `article.yaml`\uff1a`default_cover_image_style`\uff08\u5355\u5143\u7d20\uff0c\u672c\u7bc7\u5df2\u9009\u7684\u5c01\u9762\u5f62\u6001\uff09\u3001`default_article_image_style`\uff08**\u591a\u5143\u7d20\u5019\u9009\u6c60**\uff0c\u6b63\u6587\u5f62\u6001\u9010\u4e2a\u56fe\u4f4d\u9009\uff0c**\u4e0d\u6536\u655b\u6210\u5355\u9009**\u2014\u2014\u6536\u655b\u7b49\u4e8e\u6574\u7bc7\u914d\u56fe\u7528\u540c\u4e00\u79cd\u5f62\u6001\uff09\u3002\n- \u8bfb `article.md`\u3002\n- `image_source: user` \u65f6\u6539\u8d70 [branches.md \u7b2c\u4e8c\u8282\u300c\u7528\u6237\u4f9b\u56fe\u6a21\u5f0f\u300d](references/branches.md)\u3002\n\n### \u7b2c2\u6b65\uff1a\u89e3\u6790\u914d\u56fe\u6807\u8bb0\n\n\u63d0\u53d6\u6240\u6709 `![\u7c7b\u578b\uff1a\u63cf\u8ff0](placeholder)`\u3002\u5199\u624b\u53ea\u7528\u56db\u4e2a\u7c7b\u578b\uff0c\u5b83\u4eec\u5b9a\u7684\u662f**\u56fe\u4f4d**\u4e0d\u662f\u5f62\u6001\uff1a\n\n| \u7c7b\u578b | \u542b\u4e49 | \u672c skill \u505a\u4ec0\u4e48 |\n|---|---|---|\n| `\u5c01\u9762` | \u6587\u7ae0\u5c01\u9762 | \u8d70 [cover-method.md](references/cover-method.md) |\n| `\u5b9e\u8bc1` | \u5b98\u65b9\u539f\u5e16\u622a\u56fe\u3001\u754c\u9762\u5b9e\u62cd | **\u771f\u5b9e\u7d20\u6750\uff0c\u4e0d\u751f\u6210**\uff1b\u6765\u6e90\u8bf4\u660e\u5199\u8fdb `imgs/sources/` |\n| `\u4fe1\u606f\u56fe` | \u4fe1\u606f\u4f4d\uff0c\u89e3\u91ca\u5185\u5bb9 | \u6309\u5185\u5bb9\u9009\u5f62\u6001\uff0c\u5185\u5bb9\u5fc5\u987b\u53d6\u81ea\u6587\u7ae0 |\n| `\u6c1b\u56f4` | \u8282\u594f\u4f4d\uff0c\u53ea\u4e3a\u6362\u53e3\u6c14 | \u6982\u5ff5\u9690\u55bb / \u573a\u666f\u8fd8\u539f\uff0c\u4e0d\u653e\u5177\u4f53\u4fe1\u606f |\n\n\u5b58\u91cf\u8349\u7a3f\u91cc\u7684\u65e7\u7c7b\u578b\u540d\uff08`\u6d41\u7a0b\u56fe` / `\u5bf9\u6bd4`\uff09\u6309 `\u4fe1\u606f\u56fe` \u5904\u7406\u3002\n\n### \u7b2c3\u6b65\uff1a\u786e\u5b9a\u98ce\u683c\n\n**\u5148\u8dd1\u4e00\u6b21**\uff0c\u628a\u5019\u9009\u6c60\u91cc\u8ba4\u4e0d\u51fa\u7684\u5f62\u6001\u540d\u6311\u51fa\u6765\uff08\u4e0d\u8c03 API\uff09\uff1a\n\n```bash\n{python} {baseDir}/scripts/image_create.py styles\n```\n\n\u9000\u51fa\u7801 1 \u8bf4\u660e `config.yaml` \u7684\u5019\u9009\u6c60\u91cc\u6709\u4e0d\u5b58\u5728\u7684\u540d\u5b57\u2014\u2014**\u5148\u6539\u540d\u518d\u5f80\u4e0b\u8d70**\u3002\u5b9e\u6d4b\u7f51\u7ad9\u5bfc\u51fa\u7684 config \u5199\u8fc7\u300c\u5bf9\u6bd4\u8bf4\u660e / \u677f\u4e66\u767d\u677f / \u6c1b\u56f4\u70d8\u6258\u300d\uff0c\u4e09\u4e2a\u90fd\u6ca1\u6709\u5bf9\u5e94\u6a21\u677f\uff08\u771f\u540d\u662f `\u5bf9\u6bd4\u4e24\u680f` / `\u6982\u5ff5\u9690\u55bb` / `\u573a\u666f\u8fd8\u539f`\uff0c\u800c\u300c\u677f\u4e66\u767d\u677f\u300d\u662f**\u5a92\u4ecb**\u4e0d\u662f\u5f62\u6001\uff09\u3002\u6311\u4e2d\u8fd9\u79cd\u540d\u5b57\u53ea\u80fd\u8ba9\u6a21\u578b\u81ea\u7531\u53d1\u6325\uff0c\u6574\u5957\u5f62\u6001\u65b9\u6cd5\u8bba\u9759\u9ed8\u5931\u6548\u3002\n\n\u5c01\u9762\u4e0e\u6b63\u6587**\u5206\u522b**\u5b9a\uff0c\u5404\u8d70\u5404\u7684\u9884\u8bbe\u76ee\u5f55\u3002\u4e24\u8005\u7684\u52a0\u8f7d\u4f18\u5148\u7ea7\u76f8\u540c\uff1a\u7528\u6237\u5f53\u6b21\u6307\u5b9a > \u672c\u7bc7 `article.yaml` > `custom_*` \u5019\u9009\u6c60\uff08\u4e3a\u7a7a\u5373\u5168\u9009\uff09\u3002\n\n- **\u5c01\u9762**\uff1a\u5185\u7f6e 12 \u4e2a\u5f62\u6001\u4e8e `references/cover-styles/`\uff08`<\u540d>.example.md`\uff09\uff0c\u7528\u6237\u81ea\u5b9a\u4e49\u653e `.aws-article/presets/cover-styles/`\uff0c\u540c\u540d\u8986\u76d6\u3002\u6bcf\u4e2a\u6a21\u677f\u542b**\u7528\u4e8e / \u4e3b\u4f53 / \u5f71\u8c03 / \u6587\u6848 / \u7248\u5f0f**\u4e94\u4e2a\u5b57\u6bb5\uff0c**\u300c\u6587\u6848\u300d\u4e0d\u53ef\u7f3a\u7701**\u2014\u2014\u7f3a\u4e86\u4ea7\u51fa\u7684\u662f\u80cc\u666f\u56fe\u4e0d\u662f\u5c01\u9762\u3002\u6311\u9009\u5224\u636e\u53ea\u6709\u4e00\u6761\uff1a\u4e3b\u4f53\u5728 345px \u7f29\u7565\u56fe\u91cc\u80fd\u5426\u4e00\u773c\u8ba4\u51fa\u3002\n- **\u6b63\u6587**\uff1a\u5185\u7f6e 8 \u4e2a\u5f62\u6001\u4e8e `references/image-styles/`\u3002\u5224\u636e\u53ea\u6709\u4e00\u6761\uff1a\u5220\u6389\u8fd9\u5f20\u56fe\u8bfb\u8005\u4f1a**\u770b\u4e0d\u61c2**\uff08\u4fe1\u606f\u4f4d\uff09\u8fd8\u662f**\u8bfb\u4e0d\u4e0b\u53bb**\uff08\u8282\u594f\u4f4d\uff09\uff1f\u90fd\u4e0d\u5f71\u54cd\u5c31\u5220\u6389\u8be5\u56fe\u4f4d\u3002\n\n### \u7b2c4\u6b65\uff1a\u5199 prompt\n\n- **\u5c01\u9762**\uff1a\u6309 [cover-method.md](references/cover-method.md) \u8d70\u5b8c\u524d\u516d\u6b65\uff0c\u4ea7\u51fa\u4e00\u4e2a prompt \u6587\u4ef6\u2014\u2014frontmatter \u542b `aspect`\uff08\u53d6\u81ea `cover_aspect`\uff0c**\u503c\u987b\u52a0\u5f15\u53f7**\uff0c\u672a\u52a0\u5f15\u53f7\u7684 `16:9` \u4f1a\u88ab YAML \u89e3\u6790\u6210\u6574\u6570\uff09\uff0c\u6b63\u6587\u662f 150\u2013300 \u5b57\u6563\u6587\uff0c\u6807\u9898\u6587\u6848\uff084\u20137 \u5b57\uff0c\u5b57\u9ad8\u5360\u753b\u9762 25\u201335%\uff09\u8fde\u540c\u4f4d\u7f6e\u3001\u5b57\u4f53\u611f\u3001\u989c\u8272\u4e00\u8d77\u5199\u5728\u91cc\u9762\u3002\u4e0d\u8981\u5173\u952e\u8bcd\u6e05\u5355\uff0c\u4e0d\u8981\u5199\u300c\u4e0d\u8981 X\u300d\uff0c\u4e0d\u8981\u7167\u6284\u8303\u4f8b\u573a\u666f\u3002\n- **\u6b63\u6587**\uff1a\u6309 [image-method.md](references/image-method.md) \u516d\u6b65\u9010\u4e2a\u56fe\u4f4d\u5904\u7406\u3002**\u4fe1\u606f\u4f4d\u7684\u5185\u5bb9\u5fc5\u987b\u4ece\u6587\u7ae0\u91cc\u53d6**\u2014\u2014\u8ba9\u6a21\u578b\u81ea\u7531\u53d1\u6325\u4f1a\u751f\u6210\u65e0\u5173\u9e21\u6c64\u5e76\u81ea\u5e26 emoji\u3002\n- **\u56fe\u4e2d\u6587\u5b57\u5fc5\u987b\u4e3a\u4e2d\u6587**\uff0c\u4e14\u5728 prompt \u91cc**\u76f4\u63a5\u5199\u51fa\u8981\u663e\u793a\u7684\u90a3\u51e0\u4e2a\u5b57**\uff0c\u4e0d\u8981\u5199 \"labels in Chinese\"\u3002\n- \u901a\u7528\u89c4\u5219\uff08\u5a92\u4ecb\u4f18\u5148\u3001\u6784\u56fe\u8981\u6c42\u3001\u7981\u7528\u7ed8\u56fe\u5e93\u91cd\u753b\uff09\u89c1 [prompt-construction.md](references/image-styles/prompt-construction.md)\u3002\n\n### \u7b2c5\u6b65\uff1a\u5c55\u793a\u65b9\u6848\u5e76\u7b49\u5f85\u786e\u8ba4 \u26d4\n\n- **\u4e00\u6761\u9f99**\u4e14\u7528\u6237\u5bf9\u98ce\u683c\u65e0\u7279\u6b8a\u8981\u6c42\uff1a\u6309\u9ed8\u8ba4\u9884\u8bbe\u81ea\u52a8\u6267\u884c**\u4e0d\u5355\u72ec\u786e\u8ba4**\uff0c\u4f46\u7ed3\u679c\u91cc\u8981\u5217\u51fa\u6bcf\u5f20\u56fe\u7684\u7c7b\u578b\u3001\u98ce\u683c\u4e0e prompt \u8def\u5f84\u3002\n- **\u5355\u72ec\u89e6\u53d1\u672c skill**\u3001\u7528\u6237\u63d0\u4e86\u98ce\u683c\u8981\u6c42\u3001\u6216\u65b9\u6848\u6d89\u53ca\u7528\u4e1a\u52a1\u914d\u56fe\u5e93\u66ff\u6362\u56fe\u4f4d\uff1a\u5148\u5c55\u793a\u65b9\u6848\uff08\u4f4d\u7f6e / \u7c7b\u578b / \u98ce\u683c / prompt \u8981\u70b9 / \u6765\u6e90\uff09\uff0c**\u7b49\u7528\u6237\u786e\u8ba4**\u518d\u8fdb\u7b2c 6 \u6b65\u3002\n\n### \u7b2c6\u6b65\uff1a\u751f\u6210\u56fe\u7247\n\n\u5728**\u4ed3\u5e93\u6839**\u6267\u884c\uff0c**stdout \u4e0e stderr \u4e00\u8d77\u843d\u76d8**\uff1a\n\n```bash\n{python} {baseDir}/scripts/image_create.py batch drafts/YYYYMMDD-slug/imgs/prompts/ \\\n  -o drafts/YYYYMMDD-slug/imgs/ > drafts/YYYYMMDD-slug/image-generation.log 2>&1\n```\n\n\u5355\u5f20\u7528 `generate <prompt.md> -o <out.png>`\uff1b\u91cd\u8dd1\u6279\u91cf\u65f6\u52a0 `--skip-existing`\uff0c\u5df2\u751f\u6210\u5408\u683c\u7684\u4e0d\u91cd\u590d\u4ed8\u8d39\u3002\u56fe\u7247\u89c4\u683c\u89c1 [specs.md](references/specs.md)\u3002\n\n**\u5148\u68c0\u67e5\u8fd4\u56de\u6bd4\u4f8b\u4e0e\u6587\u5b57\u5b8c\u6574\u6027\u3002** \u811a\u672c\u9ed8\u8ba4 `fit: preserve`\uff0c\u4fdd\u7559 API \u8fd4\u56de\u7684\u5b8c\u6574\u56fe\uff1b\u6bd4\u4f8b\u4e0d\u7b26\u4f1a\u544a\u8b66\uff0c\u4e0d\u518d\u81ea\u52a8\u88c1\u6389\u6587\u5b57\u3002\u76ee\u6807\u6bd4\u4f8b\u4ecd\u987b\u53d1\u5e03\u524d\u9a8c\u6536\u3002\u53ea\u6709\u786e\u8ba4\u8fb9\u7f18\u53ef\u820d\u5f03\u65f6\uff0c\u624d\u5728 frontmatter \u5199 `fit: crop` \u6216\u4f7f\u7528 `--fit crop` \u6062\u590d\u5c45\u4e2d\u88c1\u5207\u3002`generate`\u3001`batch` \u90fd\u652f\u6301\uff0c\u547d\u4ee4\u884c\u4f18\u5148\u3002\u51fa\u73b0\u6587\u5b57\u7f3a\u5931\u5148\u5224\u65ad\u539f\u56fe\u5df2\u6709\u7f3a\u5b57\u8fd8\u662f\u88c1\u5207\u9020\u6210\uff1b\u4fdd\u7559\u56fe\u5df2\u5b8c\u6574\u65f6\u4e0d\u8981\u76f2\u76ee\u91cd\u751f\u6210\u3002\u8be6\u89c1 [\u6bd4\u4f8b\u5f02\u5e38\u5904\u7406](references/branches.md#\u516d\u4e4b\u524d\u6bd4\u4f8b\u4e0d\u7b26\u5148\u4fdd\u7559\u539f\u56fe) \u548c [\u53ef\u590d\u67e5\u7684\u4f7f\u7528\u793a\u4f8b](../../examples/image-fit/README.md)\u3002\n\n**\u26d4 \u51fa\u5b57\u95ee\u9898\u5148\u6539 prompt\uff0c\u4e0d\u8981\u6362\u5de5\u5177\u3002** \u4e0d\u8bb8\u56e0\u4e3a\u300cAPI \u51fa\u6765\u7684\u5b57\u6709\u88c1\u5207\u300d\u5c31\u6539\u7528 matplotlib / PIL \u91cd\u753b\u2014\u2014\u90a3\u6837\u5a92\u4ecb\u548c\u5f62\u6001\u6574\u5957\u65b9\u6cd5\u8bba\u88ab\u7ed5\u5f00\uff0c\u94b1\u8fd8\u4ed8\u4e24\u904d\u3002\u7406\u7531\u89c1 [prompt-construction.md](references/image-styles/prompt-construction.md)\u3002\n\n**\u5c01\u9762\u56de\u770b\uff08\u5fc5\u505a\uff09**\uff1a\u6253\u5f00\u56fe\u7247\u5bf9\u56db\u6761\u2014\u2014\u4e3b\u4f53\u4f4d\u7f6e\u4e0e\u6807\u9898\u533a\u3001\u5143\u7d20 \u22643\u3001\u7f29\u7565\u56fe\u53ef\u8bfb\u3001\u4e0e\u6587\u7ae0\u76f8\u5173\u3002\u4e0d\u8fc7\u5173**\u56de\u5230\u51fa\u95ee\u9898\u7684\u90a3\u4e00\u6b65\u6539 prompt** \u518d\u751f\u6210\uff0c\u4e0d\u8981\u4e0d\u6539 prompt \u76f2\u76ee\u91cd\u8dd1\u3002\u770b\u4e0d\u4e86\u56fe\u65f6\u9000\u800c\u7528 `image_create.py check cover.png`\uff08**\u53ea\u6709\u5c3a\u5bf8\u4e0e\u8fd1\u5355\u8272\u4e24\u9879**\uff09\u3002\n\n\u811a\u672c\u975e\u96f6\u9000\u51fa\u6216 stderr \u6709 API / \u7f51\u7edc\u9519\u8bef \u2192 \u8d70 [branches.md \u7b2c\u56db\u8282](references/branches.md)\uff0c**\u5fc5\u987b\u5206\u7c7b\u5e76\u6458\u8981\u62a5\u9519**\uff0c\u4e0d\u5f97\u53ea\u8bf4\u300c\u751f\u56fe\u5931\u8d25\u300d\u3002\n\n### \u7b2c7\u6b65\uff1a\u63d2\u5165\u6587\u7ae0 + \u6536\u5c3e\u81ea\u68c0\n\n\u66ff\u6362 placeholder \u4e3a\u5b9e\u9645\u56fe\u7247\u8def\u5f84\u3002**\u5c01\u9762\u4e0d\u8fdb\u6b63\u6587**\uff1a`![\u5c01\u9762\uff1a\u2026]` \u4ec5\u7528\u4e8e\u5fae\u4fe1\u5c01\u9762\u4e0a\u4f20\uff0c\u66ff\u6362\u65f6\u8df3\u8fc7\u6216\u5220\u9664\u8be5\u884c\uff0c\u5c01\u9762\u5355\u72ec\u5b58\u4e3a\u6587\u7ae0\u6839\u76ee\u5f55\u7684 `cover.{ext}`\u3002\n\n\u4ec5\u5f53 `article.html` \u91cc**\u786e\u5b9e\u5b58\u5728** `href=\"placeholder\"` \u6216 placeholder \u88ab\u6e32\u67d3\u6210\u94fe\u63a5\u65f6\uff0c\u624d\u53bb\u4fee HTML\uff1b\u4e0d\u8981\u9ed8\u8ba4\u6bcf\u6b21\u90fd\u6267\u884c\u300c\u4fee\u590d HTML\u300d\u3002\n\n**\u26d4 \u6536\u5c3e\u81ea\u68c0\uff08\u516d\u6761\uff0c\u7f3a\u4e00\u4e0d\u53ef\uff09**\n\n1. **\u6bcf\u5f20\u6b63\u6587\u56fe\u5404\u6709\u4e00\u4e2a `imgs/prompts/*.md`**\uff0c\u6587\u4ef6\u540d\u4e3b\u5e72\u4e0e\u56fe\u7247\u4e00\u81f4\u3002**\u5148\u843d prompt \u518d\u751f\u6210\uff0c\u4e0d\u8bb8\u53cd\u8fc7\u6765**\u2014\u2014\u5426\u5219\u51fa\u4e86\u95ee\u9898\u6ca1\u6cd5\u590d\u73b0\uff0c\u60f3\u53ea\u91cd\u8dd1\u4e00\u5f20\u4e5f\u505a\u4e0d\u5230\uff0c\u53ea\u80fd\u6574\u6279\u91cd\u6765\uff08\u6309\u5f20\u8ba1\u8d39\uff09\u3002Agent \u81ea\u5df1\u751f\u56fe\u65f6\u540c\u6837\u8981\u843d\u76d8\u3002\n2. **\u5b9e\u8bc1\u56fe\u7684\u8bf4\u660e\u653e `imgs/sources/`\uff0c\u4e0d\u8bb8\u653e `prompts/`**\u3002`batch` \u662f\u6574\u76ee\u5f55 glob \u7684\uff0c\u6df7\u5728\u91cc\u9762\u4f1a\u7167\u7740\u300c\u6765\u6e90\uff1ahttps://x.com/\u2026\u300d\u751f\u6210\u4e00\u5f20**\u4f2a\u9020\u7684\u539f\u5e16\u622a\u56fe**\u8986\u76d6\u6389\u771f\u7684\u90a3\u5f20\u2014\u2014\u800c\u6587\u7ae0\u6b63\u62ff\u5b83\u5f53\u8bc1\u636e\u3002\u811a\u672c\u5df2\u6709\u9632\u7ebf\uff08\u9996\u884c\u300c\u6765\u6e90\uff1a\u300d\u6216 frontmatter `type: source` \u4f1a\u8df3\u8fc7\u5e76\u544a\u8b66\uff09\uff0c\u4f46\u76ee\u5f55\u653e\u5bf9\u624d\u662f\u6839\u672c\u3002\n3. **`article.yaml` \u7684 `image_medium` \u975e\u7a7a**\uff0c\u4e14\u7b49\u4e8e\u7b2c\u56db\u6b65\u5b9e\u9645\u7528\u7684\u5a92\u4ecb\u3002\u5b83\u662f\u4e0b\u4e00\u7bc7\u300c\u5e73\u624b\u65f6\u907f\u5f00\u4e0a\u4e00\u7bc7\u300d\u7684\u552f\u4e00\u4f9d\u636e\u3002\n4. **\u6b63\u6587\u56fe\u6570\u91cf\u4e0e `image_density` \u5bf9\u5f97\u4e0a**\u3002\u5220\u8fc7\u56fe\u4f4d\u8981\u5199\u660e\u5220\u4e86\u54ea\u4e2a\u3001\u4e3a\u4ec0\u4e48\u3002\n5. **\u751f\u6210\u65e5\u5fd7\u5df2\u843d\u76d8**\u4e14\u770b\u8fc7\u6709\u6ca1\u6709\u8170\u65a9\u544a\u8b66\u3002\u5c01\u9762\u4e3a\u4ec0\u4e48\u96be\u770b\uff0c\u6b63\u662f\u9760\u65e5\u5fd7\u91cc\u300c\u5df2\u6309 2.35:1 \u5c45\u4e2d\u88c1\u5207: 1024x1024 \u2192 1024x436\u300d\u5b9a\u4f4d\u5230\u7684\u2014\u2014\u5c4f\u5e55\u4e0a\u6eda\u8fc7\u53bb\u5c31\u6ca1\u4e86\u3002\n6. **`imgs/` \u6839\u76ee\u5f55\u53ea\u5269\u6b63\u6587\u5f15\u7528\u7684\u56fe**\uff0c\u4e2d\u95f4\u4ea7\u7269\u5df2\u5f52\u5165 `raw/`\uff1b**\u672c\u7bc7\u6240\u6709\u4fe1\u606f\u4f4d\u914d\u56fe\u5171\u7528\u540c\u4e00\u4e2a\u5a92\u4ecb**\uff0c\u800c\u6bcf\u4e2a\u56fe\u4f4d\u7684\u5f62\u6001\u5404\u81ea\u6309\u5185\u5bb9\u9009\u3002\n\n\u91cd\u8dd1\u751f\u56fe\u540e**\u5fc5\u987b\u590d\u6838\u5f15\u7528**\u2014\u2014\u8fd4\u56de\u683c\u5f0f\u4f1a\u53d8\uff08\u8fd9\u6b21 PNG \u4e0b\u6b21 JPEG\uff09\uff0c\u5f15\u7528\u4f1a\u65ad\u4e14\u4e0d\u62a5\u9519\u3002\u7ec6\u5219\u89c1 [branches.md \u7b2c\u4e94\u8282](references/branches.md)\u3002\n\n## \u5206\u652f\u4e0e\u5f02\u5e38\n\n\u4e0d\u5728\u4e3b\u8def\u5f84\u4e0a\u7684\u60c5\u51b5\u5168\u90e8\u5199\u5728 [references/branches.md](references/branches.md)\uff1a\u6b63\u6587\u914d\u56fe\u6765\u6e90\u4f18\u5148\u7ea7\u3001\u7528\u6237\u4f9b\u56fe\u6a21\u5f0f\u3001\u53d1\u5e03\u540e\u6362\u56fe\u91cd\u53d1\u3001\u8c03\u7528\u5931\u8d25\u56db\u5206\u7c7b\u3001\u6545\u969c\u964d\u7ea7\u7ec8\u70b9\u3001\u91cd\u8dd1\u590d\u6838\u3001\u7aef\u70b9\u5dee\u5f02\u4e0e\u6bd4\u4f8b\u4f20\u6cd5\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"}