{"id":"42c4a687-c993-4865-b315-0ca6158ebbf5","entityType":"agent","slug":"clawhub-redfox-data-gzh-ai-feed","name":"AI公众号信息源","canonicalUrl":"https://www.xpersona.co/agent/clawhub-redfox-data-gzh-ai-feed","canonicalPath":"/agent/clawhub-redfox-data-gzh-ai-feed","generatedAt":"2026-10-11T04:34:48.387Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T02:17:00.620Z","emptyReason":null},"description":"AI公众号信息源 — Daily scan of AI WeChat public accounts, finding the hottest articles by read count, auto-clustering into topics, and generating a styled HTML report with cover images, metrics, search, and subscription support. Use when the user wants AI daily reports, 公众号爆款, AI content curation, 每日AI热点,","descriptionLabel":"Source description","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. 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Use when the user wants AI daily reports, 公众号爆款, AI content curation, 每日AI热点,\n\nTags: latest:1.0.3\n\nVersion history:\n\nv1.0.3 | 2026-07-23T08:23:21.984Z | user\n\n- Added English and Chinese README files (README.en.md, README.md) for broader documentation support.\n- Removed the obsolete skill-card.md documentation file.\n- No changes to core features or functionality.\n\nv1.0.2 | 2026-06-12T06:31:27.775Z | user\n\n- Updated branding: API requests now carry \"AI公众号信息源-SkillHub\" instead of \"AI公众号信息源-GitHub\".\n- Removed built-in public API key; users must now manually configure their API Key before use.\n- Updated instructions to focus on API Key configuration via environment variable, file, or command-line parameter.\n- Simplified usage documentation, removing references to features no longer supported.\n- Deleted documentation files: README.md, README.en.md, skill-card.md.\n\nv1.0.1 | 2026-06-11T09:02:34.730Z | user\n\n- Added English and Chinese README files for improved documentation.\n- Removed the outdated skill-card.md file.\n- Updated API request identifier from `AI公众号信息源-ClawHub` to `AI公众号信息源-GitHub`.\n- Added support for specifying a custom time range with `--start-time` and `--end-time`.\n- Changed environment variable for API key configuration from `X_API_KEY` to `REDFOX_API_KEY`.\n- Clarified API key usage and priority in documentation.\n\nv1.0.0 | 2026-06-01T11:30:05.247Z | auto\n\n- Initial release of gzh-ai-feed skill.\n- Automatically scans and curates hottest AI WeChat public account articles by read count.\n- Clusters articles into daily topics and generates styled HTML reports with cover images, metrics, and easy navigation.\n- Includes built-in search across all articles and supports one-click daily subscription.\n- Zero-config usage with 10,000 free API requests; personal token setup available after quota is used.\n\nArchive index:\n\nArchive v1.0.3: 7 files, 24568 bytes\n\nFiles: assets/daily_report.py (35061b), assets/report_template.html (23840b), README.en.md (3218b), README.md (3201b), skill-card.md (2588b), SKILL.md (4268b), _meta.json (130b)\n\nFile v1.0.3:SKILL.md\n\n---\nname: gzh-ai-feed\ndescription: AI公众号信息源 — Daily scan of AI WeChat public accounts, finding the hottest articles by read count, auto-clustering into topics, and generating a styled HTML report with cover images, metrics, search, and subscription support. Use when the user wants AI daily reports, 公众号爆款, AI content curation, 每日AI热点, or 公众号日报.\n---\n\n# AI公众号信息源\n\n每日自动扫描全网 AI 公众号，按阅读量找出最火的爆款内容，智能聚类后生成精美 HTML 日报。\n\n> API 请求均携带 `AI公众号信息源-SkillHub` 标识。需先配置 API Key，通过环境变量 REDFOX_API_KEY 或 --api-key 参数传入。\n\n---\n\n## 能力概述\n\n- **爆款发现**：从 200+ 篇 AI 公众号文章中，按阅读量筛选最火的热门内容\n- **智能聚类**：自动从当天内容中发现话题方向（Agent、大模型、AI绘画...），每天的分类由内容决定\n- **终端表格**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然\n- **可视化日报**：深色主题 HTML，封面图、互动数据、文章直链、日期导航\n- **全库搜索**：日报页面内置搜索框，通过本地代理服务实时检索全量文章库（模糊匹配，与日期无关）\n- **一键订阅**：`--subscribe` 开启每日自动产出，日报自动攒在本地文件夹\n\n---\n\n## 使用方式\n\n```bash\n# 生成今日爆款日报\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n\n# 自定义关注方向\npython3 \"$SKILL_PATH/assets/daily_report.py\" --keywords \"AI Agent,RAG,LangChain,Prompt\"\n\n# 查看历史某天\npython3 \"$SKILL_PATH/assets/daily_report.py\" --date 2026-05-26\n\n# 订阅 / 取消订阅\npython3 \"$SKILL_PATH/assets/daily_report.py\" --subscribe\npython3 \"$SKILL_PATH/assets/daily_report.py\" --unsubscribe\n```\n\n生成的 HTML 日报保存在 `~/Downloads/QoderReports/`，自动浏览器打开。终端同步输出分类文章表格。\n\n---\n\n## 首次使用\n\n先配置 API Key，然后运行：\n\n```bash\n# 方式一：环境变量（推荐）\nexport REDFOX_API_KEY=ak_你的密钥\n\n# 方式二：配置文件\nmkdir -p ~/.qoder/apis\necho '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json\n\n# 然后运行\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n```\n\n注册获取 Key：[redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub)\n\n\n---\n\n## 后续使用\n\n前往 [redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub) 注册获取个人 API Token：\n\n| 方式 | 命令 |\n|------|------|\n| 环境变量（推荐） | `export REDFOX_API_KEY=ak_你的密钥` |\n| 命令行参数 | `--api-key ak_你的密钥` |\n| 配置文件 | `echo '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json` |\n\n---\n\n## 参数说明\n\n| 参数 | 说明 | 默认值 |\n|------|------|--------|\n| `--keywords` | 关注的话题方向，逗号分隔 | `AI,人工智能,大模型,GPT,Agent,AI绘画` |\n| `--count` | 扫描文章数量 | `200` |\n| `--date` | 指定日期 YYYY-MM-DD | 今天 |\n| `--output-dir` | 输出目录 | `~/Downloads/QoderReports` |\n| `--api-key` | 指定 API Key | — |\n| `--subscribe` | 开启每日订阅 | — |\n| `--unsubscribe` | 关闭每日订阅 | — |\n| `--no-open` | 不自动打开浏览器 | — |\n\n---\n\n## 依赖\n\n```bash\npip3 install requests\n```\n\n---\n\n## 常见问题\n\n**Q：日报里的分类是怎么来的？**\nA：完全由当天内容决定。从文章话题、分类标签和标题关键词中自动识别聚类，每天的热点方向不同。\n\n**Q：怎么看到更多文章？**\nA：用 `--count 300` 扩大扫描范围，或通过 `--keywords` 添加更多关注方向。\n\n**Q：HTML 搜索怎么用？**\nA：日报页面内置搜索框，脚本启动时会自动拉起本地代理服务（端口 8765），在浏览器中直接搜索全量文章库。\n\n**Q：搜索和日报是什么关系？**\nA：日报是特定日期的聚类展示；搜索是实时查询全库内容（模糊匹配，与日期无关），适合找特定话题的任意日期文章。\n\n**Q：订阅后日报存在哪？**\nA：默认 `~/Downloads/QoderReports/`，文件名格式 `AI日报_2026-05-27.html`。\n\n**Q：额度用完怎么办？**\nA：前往 [redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub) 注册获取 Token。\n\nFile v1.0.3:README.md\n\n# AI公众号信息源 / gzh-ai-feed\n\n---\n\n## 简介\n\n每日自动扫描全网 AI 公众号爆款文章，按阅读量找出最火内容，智能聚类后生成精美 HTML 日报。\n\n**核心价值**\n\n- **爆款发现**：从 200+ 篇 AI 公众号文章中，按阅读量筛选最火的热门内容\n- **智能聚类**：自动从当天内容中发现话题方向（Agent、大模型、AI绘画…），每天的分类由内容决定\n- **可视化日报**：深色主题 HTML，封面图、互动数据、文章直链、日期导航\n- **一键订阅**：开启订阅后每日自动产出，日报自动攒在本地文件夹\n\n**适用对象**\n\n- 📊 **AI 从业者** — 每日掌握 AI 领域公众号内容风向\n- 📝 **内容创作者** — 发现 AI 赛道爆款选题与写作角度\n- 🔍 **行业研究员** — 追踪 AI 话题热度变化与讨论趋势\n\n---\n\n## 功能特性\n\n### 核心功能\n\n- **每日爆款扫描**：自动检索 200+ AI 公众号文章，按阅读量排序\n- **智能话题聚类**：基于当天内容自动识别话题方向，非固定分类\n- **终端表格输出**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然\n- **可视化 HTML 日报**：深色主题，含封面图、数据指标、日期导航、全库搜索\n- **关键词过滤**：支持自定义关注方向，精准筛选感兴趣的内容\n- **每日订阅**：一键开启定时任务，日报自动产出保存\n\n---\n\n## 密钥获取与安全说明\n\n- 本技能需要使用环境变量：`REDFOX_API_KEY`。\n- `REDFOX_API_KEY` 由 [红狐 hub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`)提供。\n- 请前往 [红狐 hub](https://redfox.hk?source=github) 注册账号，获取 `REDFOX_API_KEY`。\n- 配置设备环境变量 `REDFOX_API_KEY` 后使用本技能。\n- 在提供密钥前，请先确认密钥来源、可用范围、有效期及是否支持重置/撤销。\n- 禁止在代码、提示词、日志或输出文件中硬编码/明文暴露密钥。\n\n---\n\n## 使用指南\n\n直接用自然语言描述需求即可。\n\n### 常用说法速查\n\n| 意图 | 示例话术 | 效果 |\n|------|---------|------|\n| 生成今日日报 | 「帮我生成今天的 AI 公众号日报」 | 自动拉取当日热门文章，生成 HTML 日报 |\n| 自定义方向 | 「关注 Agent 和 RAG 方向的公众号文章」 | 按指定关键词筛选相关内容 |\n| 查看历史 | 「看看 5 月 26 号的 AI 日报」 | 回溯指定日期的热门内容 |\n| 开启订阅 | 「订阅 AI 公众号日报，每天推送」 | 安装定时任务，每日自动产出 |\n\n---\n\n## 使用场景\n\n| 场景 | 角色 | 示例问法 | 收益 |\n|------|------|---------|------|\n| 每日资讯速览 | AI 从业者 | 「今天 AI 圈有什么热点？」 | 5 分钟掌握当天 AI 内容风向 |\n| 选题灵感搜集 | 公众号作者 | 「最近 AI 公众号什么选题火？」 | 发现爆款选题，对齐赛道热度 |\n| 竞品内容监控 | 内容运营 | 「看看同行最近发了什么 AI 内容」 | 掌握竞品动态，调整内容策略 |\n| 趋势研究分析 | 行业分析师 | 「这周 AI 话题有什么变化？」 | 追踪话题趋势，产出研究报告 |\n\nFile v1.0.3:_meta.json\n\n{\n \"ownerId\": \"kn73hdehkbe5dwfzckzj8yhcw984t4cc\",\n \"slug\": \"gzh-ai-feed\",\n \"version\": \"1.0.3\",\n \"publishedAt\": 1784795001984\n}\n\nFile v1.0.3:README.en.md\n\n# AI WeChat Feed / gzh-ai-feed\n\n---\n\n## Overview\n\nDaily automatic scanning of AI WeChat public account articles, finding the hottest content by read count, auto-clustering into topics, and generating a styled HTML daily report.\n\n**Core Value**\n\n- **Hot Content Discovery**: Scans 200+ AI public account articles, ranked by read count\n- **Smart Clustering**: Auto-discovers topic directions from daily content (Agent, LLM, AI Art...)\n- **Visual Report**: Dark-themed HTML with cover images, metrics, article links, and date navigation\n- **One-Click Subscription**: Enable daily auto-generation, reports saved locally\n\n**Target Users**\n\n- 📊 **AI Professionals** — Stay on top of AI WeChat content trends daily\n- 📝 **Content Creators** — Discover trending topics and writing angles in the AI space\n- 🔍 **Industry Researchers** — Track AI topic trends and discussion shifts\n\n---\n\n## Features\n\n### Core Features\n\n- **Daily Hot Scan**: Auto-retrieves 200+ AI public account articles, sorted by reads\n- **Smart Topic Clustering**: Content-driven topic discovery, not fixed categories\n- **Terminal Table Output**: Category + title + author + reads/likes/comments at a glance\n- **Visual HTML Report**: Dark theme with cover images, metrics, date nav, full-database search\n- **Keyword Filtering**: Custom focus directions for precise content filtering\n- **Daily Subscription**: One-click cron setup for automated daily report generation\n\n---\n\n## API Key Acquisition & Security\n\n- The skill uses the environment variable: `REDFOX_API_KEY`.\n- `REDFOX_API_KEY` is provided by [RedFoxHub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`).\n- Visit [RedFoxHub](https://redfox.hk?source=github) to register and obtain your `REDFOX_API_KEY`.\n- Configure the device environment variable `REDFOX_API_KEY` before using this skill.\n- Before providing your key, verify its origin, scope, validity period, and whether reset/revocation is supported.\n- Never hardcode or expose the key in code, prompts, logs, or output files.\n\n---\n\n## Usage\n\nDescribe your needs in natural language.\n\n### Quick Reference\n\n| Intent | Example | Result |\n|--------|---------|--------|\n| Today's report | \"Generate today's AI public account daily report\" | Auto-fetches hot articles, generates HTML report |\n| Custom focus | \"Focus on Agent and RAG articles\" | Filters by specified keywords |\n| Historical view | \"Show me the AI report for May 26\" | Retrieves hot content for a specific date |\n| Subscribe | \"Subscribe to daily AI public account reports\" | Installs cron job for daily auto-generation |\n\n---\n\n## Use Cases\n\n| Scenario | Role | Example Query | Benefit |\n|----------|------|--------------|---------|\n| Daily briefing | AI professional | \"What's hot in AI today?\" | 5-minute overview of AI content trends |\n| Topic inspiration | Content writer | \"What topics are trending in AI public accounts?\" | Discover trending angles aligned with the buzz |\n| Competitor monitoring | Content ops | \"What AI content are competitors publishing?\" | Track competitive dynamics, adjust strategy |\n| Trend research | Industry analyst | \"How have AI topics shifted this week?\" | Track topic evolution, produce research reports |\n\nFile v1.0.3:skill-card.md\n\n## Description:\n\nAI公众号信息源 scans AI WeChat public account articles, ranks hot content by read count, clusters articles into topics, and generates a styled HTML daily report with metrics, cover images, search, and subscription support.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[redfox-data](https://clawhub.ai/user/redfox-data)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAI professionals, content creators, and industry researchers use this skill to monitor popular AI WeChat public account articles, identify trending topics, and produce daily local HTML briefings.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill contacts redfox.hk using a RedFox API key.\n\nMitigation: Install and run it only when comfortable sending requests to RedFox, and verify the API key origin, scope, validity period, and reset or revocation support before use.\n\nRisk: The subscription option installs a persistent daily scheduled task.\n\nMitigation: Avoid --subscribe unless persistent local scheduling is expected, and review or remove the installed launch agent or crontab entry when no longer needed.\n\nRisk: Generated reports include remote article metadata in HTML.\n\nMitigation: Treat generated reports as untrusted local HTML and review content before sharing or opening in sensitive browser contexts.\n\nRisk: API key handling and subscription command construction need review according to the security guidance.\n\nMitigation: Prefer environment-variable based key configuration, avoid hardcoding or logging keys, and do not use subscription with sensitive API keys until those issues are fixed.\n\n## Reference(s):\n\n- [ClawHub Skill Page](https://clawhub.ai/redfox-data/skills/gzh-ai-feed)\n- [RedFox API Key Settings](https://redfox.hk/settings/api-keys?source=clawhub)\n- [RedFoxHub](https://redfox.hk)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, shell commands, configuration, code]\n\n**Output Format:** [Terminal text plus local HTML report files and command guidance]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Can save reports under ~/Downloads/QoderReports, start a localhost search proxy, and optionally install a daily scheduled subscription task.]\n\n## Skill Version(s):\n\n1.0.3 (source: server evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.2: 5 files, 21036 bytes\n\nFiles: assets/daily_report.py (34652b), assets/report_template.html (23840b), skill-card.md (2814b), SKILL.md (4268b), _meta.json (130b)\n\nFile v1.0.2:SKILL.md\n\n---\nname: gzh-ai-feed\ndescription: AI公众号信息源 — Daily scan of AI WeChat public accounts, finding the hottest articles by read count, auto-clustering into topics, and generating a styled HTML report with cover images, metrics, search, and subscription support. Use when the user wants AI daily reports, 公众号爆款, AI content curation, 每日AI热点, or 公众号日报.\n---\n\n# AI公众号信息源\n\n每日自动扫描全网 AI 公众号，按阅读量找出最火的爆款内容，智能聚类后生成精美 HTML 日报。\n\n> API 请求均携带 `AI公众号信息源-SkillHub` 标识。需先配置 API Key，通过环境变量 REDFOX_API_KEY 或 --api-key 参数传入。\n\n---\n\n## 能力概述\n\n- **爆款发现**：从 200+ 篇 AI 公众号文章中，按阅读量筛选最火的热门内容\n- **智能聚类**：自动从当天内容中发现话题方向（Agent、大模型、AI绘画...），每天的分类由内容决定\n- **终端表格**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然\n- **可视化日报**：深色主题 HTML，封面图、互动数据、文章直链、日期导航\n- **全库搜索**：日报页面内置搜索框，通过本地代理服务实时检索全量文章库（模糊匹配，与日期无关）\n- **一键订阅**：`--subscribe` 开启每日自动产出，日报自动攒在本地文件夹\n\n---\n\n## 使用方式\n\n```bash\n# 生成今日爆款日报\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n\n# 自定义关注方向\npython3 \"$SKILL_PATH/assets/daily_report.py\" --keywords \"AI Agent,RAG,LangChain,Prompt\"\n\n# 查看历史某天\npython3 \"$SKILL_PATH/assets/daily_report.py\" --date 2026-05-26\n\n# 订阅 / 取消订阅\npython3 \"$SKILL_PATH/assets/daily_report.py\" --subscribe\npython3 \"$SKILL_PATH/assets/daily_report.py\" --unsubscribe\n```\n\n生成的 HTML 日报保存在 `~/Downloads/QoderReports/`，自动浏览器打开。终端同步输出分类文章表格。\n\n---\n\n## 首次使用\n\n先配置 API Key，然后运行：\n\n```bash\n# 方式一：环境变量（推荐）\nexport REDFOX_API_KEY=ak_你的密钥\n\n# 方式二：配置文件\nmkdir -p ~/.qoder/apis\necho '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json\n\n# 然后运行\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n```\n\n注册获取 Key：[redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub)\n\n\n---\n\n## 后续使用\n\n前往 [redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub) 注册获取个人 API Token：\n\n| 方式 | 命令 |\n|------|------|\n| 环境变量（推荐） | `export REDFOX_API_KEY=ak_你的密钥` |\n| 命令行参数 | `--api-key ak_你的密钥` |\n| 配置文件 | `echo '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json` |\n\n---\n\n## 参数说明\n\n| 参数 | 说明 | 默认值 |\n|------|------|--------|\n| `--keywords` | 关注的话题方向，逗号分隔 | `AI,人工智能,大模型,GPT,Agent,AI绘画` |\n| `--count` | 扫描文章数量 | `200` |\n| `--date` | 指定日期 YYYY-MM-DD | 今天 |\n| `--output-dir` | 输出目录 | `~/Downloads/QoderReports` |\n| `--api-key` | 指定 API Key | — |\n| `--subscribe` | 开启每日订阅 | — |\n| `--unsubscribe` | 关闭每日订阅 | — |\n| `--no-open` | 不自动打开浏览器 | — |\n\n---\n\n## 依赖\n\n```bash\npip3 install requests\n```\n\n---\n\n## 常见问题\n\n**Q：日报里的分类是怎么来的？**\nA：完全由当天内容决定。从文章话题、分类标签和标题关键词中自动识别聚类，每天的热点方向不同。\n\n**Q：怎么看到更多文章？**\nA：用 `--count 300` 扩大扫描范围，或通过 `--keywords` 添加更多关注方向。\n\n**Q：HTML 搜索怎么用？**\nA：日报页面内置搜索框，脚本启动时会自动拉起本地代理服务（端口 8765），在浏览器中直接搜索全量文章库。\n\n**Q：搜索和日报是什么关系？**\nA：日报是特定日期的聚类展示；搜索是实时查询全库内容（模糊匹配，与日期无关），适合找特定话题的任意日期文章。\n\n**Q：订阅后日报存在哪？**\nA：默认 `~/Downloads/QoderReports/`，文件名格式 `AI日报_2026-05-27.html`。\n\n**Q：额度用完怎么办？**\nA：前往 [redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub) 注册获取 Token。\n\nFile v1.0.2:_meta.json\n\n{\n \"ownerId\": \"kn73hdehkbe5dwfzckzj8yhcw984t4cc\",\n \"slug\": \"gzh-ai-feed\",\n \"version\": \"1.0.2\",\n \"publishedAt\": 1781245887775\n}\n\nFile v1.0.2:skill-card.md\n\n## Description:
\nAI公众号信息源 scans AI WeChat public-account articles, identifies popular items by read count, clusters them into topics, and generates a styled HTML daily report with metrics, cover images, search, and subscription support.
\n\nThis skill is ready for commercial/non-commercial use.
\n\n## Publisher:
\n[redfox-data](https://clawhub.ai/user/redfox-data)
\n\n### License/Terms of Use:
\nMIT-0
\n\n\n## Use Case:
\nExternal users and content-curation teams use this skill to generate daily AI WeChat article reports, inspect high-read articles by topic, and search the collected article set through the generated local report experience.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: The skill requires a RedFox API key and can store or embed sensitive credential material in local configuration or generated report behavior.
\nMitigation: Prefer REDFOX_API_KEY over a plaintext config file, avoid sharing generated reports without review, and rotate the API key if local files may have been exposed.
\nRisk: The generated report can run a localhost search proxy while the process remains open.
\nMitigation: Use --no-open when interactive search is not needed, and close the report process when finished.
\nRisk: --subscribe installs an OS-level scheduled task for recurring report generation.
\nMitigation: Use --subscribe only when scheduled execution is intended, review the created LaunchAgent or crontab entry, and remove it with --unsubscribe when no longer needed.
\nRisk: Reports are written to the local filesystem and may contain article metadata, links, and usage context.
\nMitigation: Choose an appropriate output directory and review generated HTML before sharing it outside the local environment.
\n\n\n## Reference(s):
\n- [ClawHub skill page](https://clawhub.ai/redfox-data/gzh-ai-feed)
\n- [RedFox API key setup](https://redfox.hk/settings/api-keys?source=clawhub)
\n\n\n## Skill Output:
\n**Output Type(s):** [Text, HTML, Files, Shell commands, Configuration]
\n**Output Format:** [Terminal text plus a generated HTML report file]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [Requires a RedFox API key; writes reports under the configured output directory, defaulting to ~/Downloads/QoderReports; optional search uses a localhost proxy while the report process stays open.]
\n\n## Skill Version(s):
\n1.0.2 (source: server release metadata)
\n\n## Ethical Considerations:
\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
\n\nArchive v1.0.1: 7 files, 24754 bytes\n\nFiles: assets/daily_report.py (35693b), assets/report_template.html (23840b), README.en.md (3274b), README.md (3043b), skill-card.md (2599b), SKILL.md (4360b), _meta.json (130b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: gzh-ai-feed\ndescription: AI公众号信息源 — Daily scan of AI WeChat public accounts, finding the hottest articles by read count, auto-clustering into topics, and generating a styled HTML report with cover images, metrics, search, and subscription support. Use when the user wants AI daily reports, 公众号爆款, AI content curation, 每日AI热点, or 公众号日报.\n---\n\n# AI公众号信息源\n\n每日自动扫描全网 AI 公众号，按阅读量找出最火的爆款内容，智能聚类后生成精美 HTML 日报。\n\n> API 请求均携带 `AI公众号信息源-GitHub` 标识。内置公共 API Key，约 10000 次免费额度。\n\n---\n\n## 能力概述\n\n- **爆款发现**：从 200+ 篇 AI 公众号文章中，按阅读量筛选最火的热门内容\n- **智能聚类**：自动从当天内容中发现话题方向（Agent、大模型、AI绘画...），每天的分类由内容决定\n- **终端表格**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然\n- **可视化日报**：深色主题 HTML，封面图、互动数据、文章直链、日期导航\n- **全库搜索**：日报页面内置搜索框，通过本地代理服务实时检索全量文章库（模糊匹配，与日期无关）\n- **一键订阅**：`--subscribe` 开启每日自动产出，日报自动攒在本地文件夹\n\n---\n\n## 使用方式\n\n```bash\n# 生成今日爆款日报\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n\n# 自定义关注方向\npython3 \"$SKILL_PATH/assets/daily_report.py\" --keywords \"AI Agent,RAG,LangChain,Prompt\"\n\n# 查看历史某天\npython3 \"$SKILL_PATH/assets/daily_report.py\" --date 2026-05-26\n\n# 指定时间范围（开始时间含，结束时间不含）\npython3 \"$SKILL_PATH/assets/daily_report.py\" --start-time 2026-06-09 --end-time 2026-06-10\n\n# 订阅 / 取消订阅\npython3 \"$SKILL_PATH/assets/daily_report.py\" --subscribe\npython3 \"$SKILL_PATH/assets/daily_report.py\" --unsubscribe\n```\n\n生成的 HTML 日报保存在 `~/Downloads/QoderReports/`，自动浏览器打开。终端同步输出分类文章表格。\n\n---\n\n## 首次使用\n\n内置公共 API Key，约 10000 次免费额度，零配置直接用：\n\n```bash\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n```\n\n---\n\n## 后续使用\n\n免费额度用完后，前往 [redfox.hk/login](https://www.redfox.hk/login) 注册获取个人 API Token：\n\n| 方式 | 命令 |\n|------|------|\n| 环境变量（推荐） | `export REDFOX_API_KEY=ak_你的密钥` |\n| 命令行参数 | `--api-key ak_你的密钥` |\n| 配置文件 | `echo '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json` |\n\n---\n\n## 参数说明\n\n| 参数 | 说明 | 默认值 |\n|------|------|--------|\n| `--keywords` | 关注的话题方向，逗号分隔 | `AI,人工智能,大模型,GPT,Agent,AI绘画` |\n| `--count` | 扫描文章数量 | `200` |\n| `--date` | 指定日期 YYYY-MM-DD | 今天 |\n| `--start-time` | 开始时间 YYYY-MM-DD（含） | 根据 --date 自动计算 |\n| `--end-time` | 结束时间 YYYY-MM-DD（不含） | 根据 --date 自动计算 |\n| `--output-dir` | 输出目录 | `~/Downloads/QoderReports` |\n| `--api-key` | 指定 API Key（优先使用内置 Key，不可用时再使用此参数） | 内置 Key |\n| `--subscribe` | 开启每日订阅 | — |\n| `--unsubscribe` | 关闭每日订阅 | — |\n| `--no-open` | 不自动打开浏览器 | — |\n\n---\n\n## 依赖\n\n```bash\npip3 install requests\n```\n\n---\n\n## 常见问题\n\n**Q：日报里的分类是怎么来的？**\nA：完全由当天内容决定。从文章话题、分类标签和标题关键词中自动识别聚类，每天的热点方向不同。\n\n**Q：怎么看到更多文章？**\nA：用 `--count 300` 扩大扫描范围，或通过 `--keywords` 添加更多关注方向。\n\n**Q：HTML 搜索怎么用？**\nA：日报页面内置搜索框，脚本启动时会自动拉起本地代理服务（端口 8765），在浏览器中直接搜索全量文章库。\n\n**Q：搜索和日报是什么关系？**\nA：日报是特定日期的聚类展示；搜索是实时查询全库内容（模糊匹配，与日期无关），适合找特定话题的任意日期文章。\n\n**Q：订阅后日报存在哪？**\nA：默认 `~/Downloads/QoderReports/`，文件名格式 `AI日报_2026-05-27.html`。\n\n**Q：额度用完怎么办？**\nA：前往 [redfox.hk/login](https://www.redfox.hk/login) 注册获取免费 Token。\n\nFile v1.0.1:README.md\n\n# AI 公众号信息源 / gzh-ai-feed\n\n---\n\n## 简介\n\n每日自动扫描全网 AI 公众号，按阅读量筛选最火爆款内容，智能聚类后生成精美 HTML 日报，内置公共 API Key，开箱即用。\n\n**核心价值**\n\n- **智能聚类**：自动发现当天热门话题方向，无需手动分类。\n- **可视化日报**：深色主题 HTML，封面图、互动数据、文章直链一应俱全。\n- **零配置启动**：内置公共 API Key（约 10000 次免费额度），直接用。\n\n**适用对象**\n\n- 📰 **AI 从业者** — 每日获取 AI 领域热点，不错过重要动态。\n- 📊 **内容运营** — 追踪 AI 赛道公众号爆款，辅助选题决策。\n- 🧠 **研究者 / 学生** — 聚合 AI 前沿信息，降低信息筛选成本。\n\n---\n\n## 功能特性\n\n### 核心功能\n\n- **爆款发现**：从 200+ 篇 AI 公众号文章中按阅读量筛选最火内容。\n- **时间范围查询**：支持按时间范围回溯历史数据（开始时间含、结束时间不含），灵活查询任意时段。\n- **智能聚类**：自动识别话题方向（Agent、大模型、AI 绘画…），每天分类由内容决定。\n- **终端表格**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然。\n- **可视化日报**：深色主题 HTML，封面图、互动数据、文章直链、日期导航。\n- **全库搜索**：日报页面内置搜索框，实时检索全量文章库。\n- **一键订阅**：`--subscribe` 开启每日自动产出。\n\n---\n\n## API Key 说明\n\n内置公共 API Key，约 **10000 次免费额度**，零配置直接使用。额度用完后可前往 [RedFoxHub](https://redfox.hk/login?source=clawhub) 注册获取个人 API Token：\n\n| 方式 | 命令 |\n|------|------|\n| **环境变量**（推荐） | `export REDFOX_API_KEY=ak_你的密钥` |\n| **命令行参数** | `--api-key ak_你的密钥` |\n| **配置文件** | `echo '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json` |\n\n---\n\n## 使用指南\n\n直接描述你想看的 AI 日报即可，无需记忆命令。\n\n### 常用说法速查\n\n| 意图 | 示例话术 | 效果 |\n|------|----------|------|\n| 今日日报 | 「给我看看今天的 AI 日报」 | 生成今日爆款 HTML 日报 |\n| 指定方向 | 「我关注 AI Agent 和 RAG 方向」 | 按自定义关键词生成日报 |\n| 查看历史 | 「给我 5 月 26 号的 AI 日报」 | 生成指定日期的日报 |\n| 时间范围 | 「给我 6 月 1 号到 6 月 5 号的 AI 日报」 | 按时间范围回溯任意时段数据 |\n| 开启订阅 | 「每天帮我自动生成 AI 日报」 | 安装每日定时任务 |\n\n---\n\n## 使用场景\n\n| 场景 | 角色 | 示例问法 | 收益 |\n|------|------|----------|------|\n| 每日热点追踪 | AI 从业者 | 「今天 AI 圈有什么热点」 | 一份日报掌握当天 AI 动态 |\n| 选题辅助 | 内容运营 | 「看看 AI Agent 赛道最近什么火」 | 基于爆款数据辅助选题 |\n| 持续监控 | 研究者 | 「订阅每日 AI 日报」 | 每天 9 点自动推送，不遗漏 |\n\nFile v1.0.1:_meta.json\n\n{\n \"ownerId\": \"kn73hdehkbe5dwfzckzj8yhcw984t4cc\",\n \"slug\": \"gzh-ai-feed\",\n \"version\": \"1.0.1\",\n \"publishedAt\": 1781168554730\n}\n\nFile v1.0.1:README.en.md\n\n# AI WeChat Public Account Feed / gzh-ai-feed\n\n---\n\n## Introduction\n\nDaily scan of AI WeChat public accounts — find the hottest articles by read count, auto-cluster into topics, and generate a styled HTML daily report. Built-in public API Key — ready to use out of the box.\n\n**Core Value**\n\n- **Smart clustering**: Automatically discovers trending topics — no manual categorization needed.\n- **Visual daily report**: Dark-themed HTML with cover images, engagement metrics, and direct article links.\n- **Zero-config start**: Built-in public API Key (~10,000 free uses) — just start.\n\n**Target Users**\n\n- 📰 **AI professionals** — Daily AI industry highlights, never miss important updates.\n- 📊 **Content operators** — Track AI-niche viral articles to inform editorial decisions.\n- 🧠 **Researchers / students** — Aggregate cutting-edge AI information, reduce filtering effort.\n\n---\n\n## Features\n\n### Core Capabilities\n\n- **Viral discovery**: Filter the hottest content from 200+ AI public account articles by read count.\n- **Time range query**: Support time-range lookback (start time inclusive, end time exclusive) for flexible historical queries.\n- **Smart clustering**: Auto-identify topic directions (Agent, LLM, AI art…); categories are content-driven daily.\n- **Terminal table**: Category + title + author + reads/likes/comments at a glance.\n- **Visual daily report**: Dark-themed HTML with cover images, engagement data, article links, and date navigation.\n- **Full-database search**: Built-in search box in the report page for real-time queries across the entire article library.\n- **One-click subscribe**: `--subscribe` to enable daily automated output.\n\n---\n\n## API Key Info\n\nA built-in public API Key provides ~**10,000 free uses** — zero configuration needed. When the quota runs out, register at [RedFoxHub](https://redfox.hk/login?source=clawhub) for a personal API Token:\n\n| Method | Command |\n|--------|---------|\n| **Environment variable** (recommended) | `export REDFOX_API_KEY=ak_your_key` |\n| **CLI argument** | `--api-key ak_your_key` |\n| **Config file** | `echo '{\"api_key\":\"ak_your_key\"}' > ~/.qoder/apis/redfox.json` |\n\n---\n\n## Usage Guide\n\nJust describe the AI daily report you want — no commands to memorize.\n\n### Quick Reference\n\n| Intent | Example phrase | Result |\n|--------|----------------|--------|\n| Today's report | \"Show me today's AI daily report\" | Generate today's viral HTML report |\n| Custom focus | \"I care about AI Agent and RAG\" | Generate report with custom keywords |\n| Historical date | \"Give me the AI report for May 26\" | Generate report for the specified date |\n| Time range | \"Give me the AI report from June 1st to June 5th\" | Flexible lookback for any time period |\n| Subscribe | \"Auto-generate an AI daily report for me every day\" | Install daily scheduled task |\n\n---\n\n## Use Cases\n\n| Scenario | Role | Example query | Benefit |\n|----------|------|---------------|---------|\n| Daily trend tracking | AI professional | \"What's hot in AI today\" | One report to grasp daily AI trends |\n| Editorial support | Content ops | \"What's trending in AI Agent\" | Data-driven editorial decisions |\n| Ongoing monitoring | Researcher | \"Subscribe to daily AI report\" | Auto-push at 9 AM — never miss a day |\n\nFile v1.0.1:skill-card.md\n\n## Description:
\nAI公众号信息源 scans AI WeChat public account articles, clusters hot topics by engagement, and generates terminal summaries plus styled HTML daily reports.
\n\nThis skill is ready for commercial/non-commercial use.
\n\n## Publisher:
\n[redfox-data](https://clawhub.ai/user/redfox-data)
\n\n### License/Terms of Use:
\nMIT-0
\n\n\n## Use Case:
\nExternal users, content operators, AI professionals, researchers, and students use this skill to monitor AI WeChat public-account trends, generate daily hot-article reports, search the article database, and optionally schedule daily report generation.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: The skill calls redfox.hk and uses API keys for article retrieval and search.
\nMitigation: Review the RedFox service dependency before use, prefer a personal REDFOX_API_KEY when the public quota is exhausted, and avoid sharing generated report files if they may contain a usable key.
\nRisk: The --subscribe option can create recurring daily execution through the local scheduler.
\nMitigation: Use --subscribe only when persistent daily reports are intended, and remove or review the scheduler entry after testing with --unsubscribe, launchctl, or crontab as appropriate.
\nRisk: The interactive report search flow starts a localhost proxy service.
\nMitigation: Run in a trusted local environment, close the terminal to stop the service after use, or use --no-open when browser search is not needed.
\n\n\n## Reference(s):
\n- [ClawHub skill page](https://clawhub.ai/redfox-data/gzh-ai-feed)
\n- [RedFoxHub API token registration](https://redfox.hk/login?source=clawhub)
\n- [RedFox AI message API endpoint](https://redfox.hk/story/api/parseWork/queryAiMsgs)
\n\n\n## Skill Output:
\n**Output Type(s):** [text, files, shell commands, configuration]
\n**Output Format:** [Terminal text tables and local HTML report files, with optional scheduler configuration.]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [Writes reports to ~/Downloads/QoderReports by default; the optional browser search flow starts a localhost service on port 8765.]
\n\n## Skill Version(s):
\n1.0.1 (source: server release evidence)
\n\n## Ethical Considerations:
\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
\n\nArchive v1.0.0: 5 files, 20690 bytes\n\nFiles: assets/daily_report.py (33815b), assets/report_template.html (23840b), skill-card.md (2584b), SKILL.md (4639b), _meta.json (130b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: gzh-ai-feed\ndescription: AI公众号信息源 — Daily scan of AI WeChat public accounts, finding the hottest articles by read count, auto-clustering into topics, and generating a styled HTML report with cover images, metrics, search, and subscription support. Use when the user wants AI daily reports, 公众号爆款, AI content curation, 每日AI热点, or 公众号日报.\n---\n\n# AI公众号信息源\n\n每日自动扫描全网 AI 公众号，按阅读量找出最火的爆款内容，智能聚类后生成精美 HTML 日报。\n\n> API 请求均携带 `AI公众号信息源-ClawHub` 标识。内置公共 API Key，约 10000 次免费额度。\n\n---\n\n## 能力概述\n\n- **爆款发现**：从 200+ 篇 AI 公众号文章中，按阅读量筛选最火的热门内容\n- **智能聚类**：自动从当天内容中发现话题方向（Agent、大模型、AI绘画...），每天的分类由内容决定\n- **终端表格**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然\n- **可视化日报**：深色主题 HTML，封面图、互动数据、文章直链、日期导航\n- **全库搜索**：日报页面内置搜索框，通过本地代理服务实时检索全量文章库（模糊匹配，与日期无关）\n- **一键订阅**：`--subscribe` 开启每日自动产出，日报自动攒在本地文件夹\n\n---\n\n## 使用方式\n\n```bash\n# 生成今日爆款日报\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n\n# 自定义关注方向\npython3 \"$SKILL_PATH/assets/daily_report.py\" --keywords \"AI Agent,RAG,LangChain,Prompt\"\n\n# 查看历史某天\npython3 \"$SKILL_PATH/assets/daily_report.py\" --date 2026-05-26\n\n# 订阅 / 取消订阅\npython3 \"$SKILL_PATH/assets/daily_report.py\" --subscribe\npython3 \"$SKILL_PATH/assets/daily_report.py\" --unsubscribe\n```\n\n生成的 HTML 日报保存在 `~/Downloads/QoderReports/`，自动浏览器打开。终端同步输出分类文章表格。\n\n---\n\n## 首次使用\n\n内置公共 API Key，约 10000 次免费额度，零配置直接用：\n\n```bash\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n```\n\n---\n\n## 后续使用\n\n免费额度用完后，前往 [redfox.hk/login](https://www.redfox.hk/login) 注册获取个人 API Token：\n\n| 方式 | 命令 |\n| ---------------- | -------------------------------------------------------------- |\n| 环境变量（推荐） | `export X_API_KEY=ak_你的密钥` |\n| 命令行参数 | `--api-key ak_你的密钥` |\n| 配置文件 | `echo '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json` |\n\n---\n\n## 参数说明\n\n| 参数 | 说明 | 默认值 |\n| --------------- | ------------------------ | ------------------------------------- |\n| `--keywords` | 关注的话题方向，逗号分隔 | `AI,人工智能,大模型,GPT,Agent,AI绘画` |\n| `--count` | 扫描文章数量 | `200` |\n| `--date` | 指定日期 YYYY-MM-DD | 今天 |\n| `--output-dir` | 输出目录 | `~/Downloads/QoderReports` |\n| `--api-key` | 指定 API Key | — |\n| `--subscribe` | 开启每日订阅 | — |\n| `--unsubscribe` | 关闭每日订阅 | — |\n| `--no-open` | 不自动打开浏览器 | — |\n\n---\n\n## 依赖\n\n```bash\npip3 install requests\n```\n\n---\n\n## 常见问题\n\n**Q：日报里的分类是怎么来的？**\nA：完全由当天内容决定。从文章话题、分类标签和标题关键词中自动识别聚类，每天的热点方向不同。\n\n**Q：怎么看到更多文章？**\nA：用 `--count 300` 扩大扫描范围，或通过 `--keywords` 添加更多关注方向。\n\n**Q：HTML 搜索怎么用？**\nA：日报页面内置搜索框，脚本启动时会自动拉起本地代理服务（端口 8765），在浏览器中直接搜索全量文章库。\n\n**Q：搜索和日报是什么关系？**\nA：日报是特定日期的聚类展示；搜索是实时查询全库内容（模糊匹配，与日期无关），适合找特定话题的任意日期文章。\n\n**Q：订阅后日报存在哪？**\nA：默认 `~/Downloads/QoderReports/`，文件名格式 `AI日报_2026-05-27.html`。\n\n**Q：额度用完怎么办？**\nA：前往 [redfox.hk/login](https://www.redfox.hk/login) 注册获取免费 Token。\n\nFile v1.0.0:_meta.json\n\n{\n \"ownerId\": \"kn73hdehkbe5dwfzckzj8yhcw984t4cc\",\n \"slug\": \"gzh-ai-feed\",\n \"version\": \"1.0.0\",\n \"publishedAt\": 1780313405247\n}\n\nFile v1.0.0:skill-card.md\n\n## Description:
\nAI公众号信息源 scans AI WeChat public account articles, ranks popular posts by read count, clusters them into daily topics, and generates a styled HTML report with cover images, metrics, search, and subscription support.
\n\nThis skill is ready for commercial/non-commercial use.
\n\n## Publisher:
\n[redfox-data](https://clawhub.ai/user/redfox-data)
\n\n### License/Terms of Use:
\nMIT-0
\n\n\n## Use Case:
\nExternal users and developers use this skill to generate daily AI WeChat public account article reports, customize keywords and dates, search article results locally, and optionally schedule recurring report generation.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: The skill contacts redfox.hk and uses an API key, including a built-in public key or a user-provided key.
\nMitigation: Use a dedicated low-privilege API key when possible and avoid running the skill if you are not comfortable sending report queries to RedFox.
\nRisk: The local search feature starts a credential-backed HTTP service on 127.0.0.1:8765.
\nMitigation: Keep the service local, avoid exposing the port, and stop the terminal session when search is no longer needed.
\nRisk: The subscription mode can create a recurring LaunchAgent or crontab entry.
\nMitigation: Use --subscribe only when recurring execution is intended, and review or remove the scheduled task with --unsubscribe or system scheduling tools.
\n\n\n## Reference(s):
\n- [ClawHub skill page](https://clawhub.ai/redfox-data/gzh-ai-feed)
\n- [RedFox API token login](https://www.redfox.hk/login)
\n- [RedFox AI message API endpoint](https://redfox.hk/story/api/parseWork/queryAiMsgs)
\n\n\n## Skill Output:
\n**Output Type(s):** [Text, Files, Shell commands, Configuration instructions]
\n**Output Format:** [Terminal text plus generated HTML report files; usage guidance may include Markdown with bash commands.]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [May contact redfox.hk with an API key, start a local server on 127.0.0.1:8765 for search, and install a daily scheduled task when subscription is enabled.]
\n\n## Skill Version(s):
\n1.0.0 (source: server release metadata)
\n\n## Ethical Considerations:
\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
","readmeExcerpt":"Skill: AI公众号信息源 Owner: redfox-data Summary: AI公众号信息源 — Daily scan of AI WeChat public accounts, finding the hottest articles by read count, auto-clustering into topics, and generating a styled HTML report with cover images, metrics, search, and subscription support. Use when the user wants AI daily reports, 公众号爆款, AI content curation, 每日AI热点, Tags: latest:1.0.3 Version history: v1.0.3 | 2026-07-23T08:23:21.984Z | use","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"# 生成今日爆款日报\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n\n# 自定义关注方向\npython3 \"$SKILL_PATH/assets/daily_report.py\" --keywords \"AI Agent,RAG,LangChain,Prompt\"\n\n# 查看历史某天\npython3 \"$SKILL_PATH/assets/daily_report.py\" --date 2026-05-26\n\n# 订阅 / 取消订阅\npython3 \"$SKILL_PATH/assets/daily_report.py\" --subscribe\npython3 \"$SKILL_PATH/assets/daily_report.py\" --unsubscribe"},{"language":"bash","snippet":"# 方式一：环境变量（推荐）\nexport REDFOX_API_KEY=ak_你的密钥\n\n# 方式二：配置文件\nmkdir -p ~/.qoder/apis\necho '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json\n\n# 然后运行\npython3 \"$SKILL_PATH/assets/daily_report.py\""},{"language":"bash","snippet":"pip3 install requests"},{"language":"bash","snippet":"# 生成今日爆款日报\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n\n# 自定义关注方向\npython3 \"$SKILL_PATH/assets/daily_report.py\" --keywords \"AI Agent,RAG,LangChain,Prompt\"\n\n# 查看历史某天\npython3 \"$SKILL_PATH/assets/daily_report.py\" --date 2026-05-26\n\n# 订阅 / 取消订阅\npython3 \"$SKILL_PATH/assets/daily_report.py\" --subscribe\npython3 \"$SKILL_PATH/assets/daily_report.py\" --unsubscribe"},{"language":"bash","snippet":"# 方式一：环境变量（推荐）\nexport REDFOX_API_KEY=ak_你的密钥\n\n# 方式二：配置文件\nmkdir -p ~/.qoder/apis\necho '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json\n\n# 然后运行\npython3 \"$SKILL_PATH/assets/daily_report.py\""},{"language":"bash","snippet":"pip3 install requests"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: gzh-ai-feed\ndescription: AI公众号信息源 — Daily scan of AI WeChat public accounts, finding the hottest articles by read count, auto-clustering into topics, and generating a styled HTML report with cover images, metrics, search, and subscription support. Use when the user wants AI daily reports, 公众号爆款, AI content curation, 每日AI热点, or 公众号日报.\n---\n\n# AI公众号信息源\n\n每日自动扫描全网 AI 公众号，按阅读量找出最火的爆款内容，智能聚类后生成精美 HTML 日报。\n\n> API 请求均携带 `AI公众号信息源-SkillHub` 标识。需先配置 API Key，通过环境变量 REDFOX_API_KEY 或 --api-key 参数传入。\n\n---\n\n## 能力概述\n\n- **爆款发现**：从 200+ 篇 AI 公众号文章中，按阅读量筛选最火的热门内容\n- **智能聚类**：自动从当天内容中发现话题方向（Agent、大模型、AI绘画...），每天的分类由内容决定\n- **终端表格**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然\n- **可视化日报**：深色主题 HTML，封面图、互动数据、文章直链、日期导航\n- **全库搜索**：日报页面内置搜索框，通过本地代理服务实时检索全量文章库（模糊匹配，与日期无关）\n- **一键订阅**：`--subscribe` 开启每日自动产出，日报自动攒在本地文件夹\n\n---\n\n## 使用方式\n\n```bash\n# 生成今日爆款日报\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n\n# 自定义关注方向\npython3 \"$SKILL_PATH/assets/daily_report.py\" --keywords \"AI Agent,RAG,LangChain,Prompt\"\n\n# 查看历史某天\npython3 \"$SKILL_PATH/assets/daily_report.py\" --date 2026-05-26\n\n# 订阅 / 取消订阅\npython3 \"$SKILL_PATH/assets/daily_report.py\" --subscribe\npython3 \"$SKILL_PATH/assets/daily_report.py\" --unsubscribe\n```\n\n生成的 HTML 日报保存在 `~/Downloads/QoderReports/`，自动浏览器打开。终端同步输出分类文章表格。\n\n---\n\n## 首次使用\n\n先配置 API Key，然后运行：\n\n```bash\n# 方式一：环境变量（推荐）\nexport REDFOX_API_KEY=ak_你的密钥\n\n# 方式二：配置文件\nmkdir -p ~/.qoder/apis\necho '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json\n\n# 然后运行\npython3 \"$SKILL_PATH/assets/daily_report.py\"\n```\n\n注册获取 Key：[redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub)\n\n\n---\n\n## 后续使用\n\n前往 [redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub) 注册获取个人 API Token：\n\n| 方式 | 命令 |\n|------|------|\n| 环境变量（推荐） | `export REDFOX_API_KEY=ak_你的密钥` |\n| 命令行参数 | `--api-key ak_你的密钥` |\n| 配置文件 | `echo '{\"api_key\":\"ak_你的密钥\"}' > ~/.qoder/apis/redfox.json` |\n\n---\n\n## 参数说明\n\n| 参数 | 说明 | 默认值 |\n|------|------|--------|\n| `--keywords` | 关注的话题方向，逗号分隔 | `AI,人工智能,大模型,GPT,Agent,AI绘画` |\n| `--count` | 扫描文章数量 | `200` |\n| `--date` | 指定日期 YYYY-MM-DD | 今天 |\n| `--output-dir` | 输出目录 | `~/Downloads/QoderReports` |\n| `--api-key` | 指定 API Key | — |\n| `--subscribe` | 开启每日订阅 | — |\n| `--unsubscribe` | 关闭每日订阅 | — |\n| `--no-open` | 不自动打开浏览器 | — |\n\n---\n\n## 依赖\n\n```bash\npip3 install requests\n```\n\n---\n\n## 常见问题\n\n**Q：日报里的分类是怎么来的？**\nA：完全由当天内容决定。从文章话题、分类标签和标题关键词中自动识别聚类，每天的热点方向不同。\n\n**Q：怎么看到更多文章？**\nA：用 `--count 300` 扩大扫描范围，或通过 `--keywords` 添加更多关注方向。\n\n**Q：HTML 搜索怎么用？**\nA：日报页面内置搜索框，脚本启动时会自动拉起本地代理服务（端口 8765），在浏览器中直接搜索全量文章库。\n\n**Q：搜索和日报是什么关系？**\nA：日报是特定日期的聚类展示；搜索是实时查询全库内容（模糊匹配，与日期无关），适合找特定话题的任意日期文章。\n\n**Q：订阅后日报存在哪？**\nA：默认 `~/Downloads/QoderReports/`，文件名格式 `AI日报_2026-05-27.html`。\n\n**Q：额度用完怎么办？**\nA：前往 [redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub) 注册获取 Token。"},{"path":"README.md","content":"# AI公众号信息源 / gzh-ai-feed\n\n---\n\n## 简介\n\n每日自动扫描全网 AI 公众号爆款文章，按阅读量找出最火内容，智能聚类后生成精美 HTML 日报。\n\n**核心价值**\n\n- **爆款发现**：从 200+ 篇 AI 公众号文章中，按阅读量筛选最火的热门内容\n- **智能聚类**：自动从当天内容中发现话题方向（Agent、大模型、AI绘画…），每天的分类由内容决定\n- **可视化日报**：深色主题 HTML，封面图、互动数据、文章直链、日期导航\n- **一键订阅**：开启订阅后每日自动产出，日报自动攒在本地文件夹\n\n**适用对象**\n\n- 📊 **AI 从业者** — 每日掌握 AI 领域公众号内容风向\n- 📝 **内容创作者** — 发现 AI 赛道爆款选题与写作角度\n- 🔍 **行业研究员** — 追踪 AI 话题热度变化与讨论趋势\n\n---\n\n## 功能特性\n\n### 核心功能\n\n- **每日爆款扫描**：自动检索 200+ AI 公众号文章，按阅读量排序\n- **智能话题聚类**：基于当天内容自动识别话题方向，非固定分类\n- **终端表格输出**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然\n- **可视化 HTML 日报**：深色主题，含封面图、数据指标、日期导航、全库搜索\n- **关键词过滤**：支持自定义关注方向，精准筛选感兴趣的内容\n- **每日订阅**：一键开启定时任务，日报自动产出保存\n\n---\n\n## 密钥获取与安全说明\n\n- 本技能需要使用环境变量：`REDFOX_API_KEY`。\n- `REDFOX_API_KEY` 由 [红狐 hub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`)提供。\n- 请前往 [红狐 hub](https://redfox.hk?source=github) 注册账号，获取 `REDFOX_API_KEY`。\n- 配置设备环境变量 `REDFOX_API_KEY` 后使用本技能。\n- 在提供密钥前，请先确认密钥来源、可用范围、有效期及是否支持重置/撤销。\n- 禁止在代码、提示词、日志或输出文件中硬编码/明文暴露密钥。\n\n---\n\n## 使用指南\n\n直接用自然语言描述需求即可。\n\n### 常用说法速查\n\n| 意图 | 示例话术 | 效果 |\n|------|---------|------|\n| 生成今日日报 | 「帮我生成今天的 AI 公众号日报」 | 自动拉取当日热门文章，生成 HTML 日报 |\n| 自定义方向 | 「关注 Agent 和 RAG 方向的公众号文章」 | 按指定关键词筛选相关内容 |\n| 查看历史 | 「看看 5 月 26 号的 AI 日报」 | 回溯指定日期的热门内容 |\n| 开启订阅 | 「订阅 AI 公众号日报，每天推送」 | 安装定时任务，每日自动产出 |\n\n---\n\n## 使用场景\n\n| 场景 | 角色 | 示例问法 | 收益 |\n|------|------|---------|------|\n| 每日资讯速览 | AI 从业者 | 「今天 AI 圈有什么热点？」 | 5 分钟掌握当天 AI 内容风向 |\n| 选题灵感搜集 | 公众号作者 | 「最近 AI 公众号什么选题火？」 | 发现爆款选题，对齐赛道热度 |\n| 竞品内容监控 | 内容运营 | 「看看同行最近发了什么 AI 内容」 | 掌握竞品动态，调整内容策略 |\n| 趋势研究分析 | 行业分析师 | 「这周 AI 话题有什么变化？」 | 追踪话题趋势，产出研究报告 |"},{"path":"_meta.json","content":"{\n \"ownerId\": \"kn73hdehkbe5dwfzckzj8yhcw984t4cc\",\n \"slug\": \"gzh-ai-feed\",\n \"version\": \"1.0.3\",\n \"publishedAt\": 1784795001984\n}"},{"path":"README.en.md","content":"# AI WeChat Feed / gzh-ai-feed\n\n---\n\n## Overview\n\nDaily automatic scanning of AI WeChat public account articles, finding the hottest content by read count, auto-clustering into topics, and generating a styled HTML daily report.\n\n**Core Value**\n\n- **Hot Content Discovery**: Scans 200+ AI public account articles, ranked by read count\n- **Smart Clustering**: Auto-discovers topic directions from daily content (Agent, LLM, AI Art...)\n- **Visual Report**: Dark-themed HTML with cover images, metrics, article links, and date navigation\n- **One-Click Subscription**: Enable daily auto-generation, reports saved locally\n\n**Target Users**\n\n- 📊 **AI Professionals** — Stay on top of AI WeChat content trends daily\n- 📝 **Content Creators** — Discover trending topics and writing angles in the AI space\n- 🔍 **Industry Researchers** — Track AI topic trends and discussion shifts\n\n---\n\n## Features\n\n### Core Features\n\n- **Daily Hot Scan**: Auto-retrieves 200+ AI public account articles, sorted by reads\n- **Smart Topic Clustering**: Content-driven topic discovery, not fixed categories\n- **Terminal Table Output**: Category + title + author + reads/likes/comments at a glance\n- **Visual HTML Report**: Dark theme with cover images, metrics, date nav, full-database search\n- **Keyword Filtering**: Custom focus directions for precise content filtering\n- **Daily Subscription**: One-click cron setup for automated daily report generation\n\n---\n\n## API Key Acquisition & Security\n\n- The skill uses the environment variable: `REDFOX_API_KEY`.\n- `REDFOX_API_KEY` is provided by [RedFoxHub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`).\n- Visit [RedFoxHub](https://redfox.hk?source=github) to register and obtain your `REDFOX_API_KEY`.\n- Configure the device environment variable `REDFOX_API_KEY` before using this skill.\n- Before providing your key, verify its origin, scope, validity period, and whether reset/revocation is supported.\n- Never hardcode or expose the key in code, prompts, logs, or output files.\n\n---\n\n## Usage\n\nDescribe your needs in natural language.\n\n### Quick Reference\n\n| Intent | Example | Result |\n|--------|---------|--------|\n| Today's report | \"Generate today's AI public account daily report\" | Auto-fetches hot articles, generates HTML report |\n| Custom focus | \"Focus on Agent and RAG articles\" | Filters by specified keywords |\n| Historical view | \"Show me the AI report for May 26\" | Retrieves hot content for a specific date |\n| Subscribe | \"Subscribe to daily AI public account reports\" | Installs cron job for daily auto-generation |\n\n---\n\n## Use Cases\n\n| Scenario | Role | Example Query | Benefit |\n|----------|------|--------------|---------|\n| Daily briefing | AI professional | \"What's hot in AI today?\" | 5-minute overview of AI content trends |\n| Topic inspiration | Content writer | \"What topics are trending in AI public accounts?\" | Discover trending angles aligned with the buzz |\n| Competitor monitoring | Content ops | \"What AI content a"},{"path":"skill-card.md","content":"## Description:\n\nAI公众号信息源 scans AI WeChat public account articles, ranks hot content by read count, clusters articles into topics, and generates a styled HTML daily report with metrics, cover images, search, and subscription support.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[redfox-data](https://clawhub.ai/user/redfox-data)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAI professionals, content creators, and industry researchers use this skill to monitor popular AI WeChat public account articles, identify trending topics, and produce daily local HTML briefings.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill contacts redfox.hk using a RedFox API key.\n\nMitigation: Install and run it only when comfortable sending requests to RedFox, and verify the API key origin, scope, validity period, and reset or revocation support before use.\n\nRisk: The subscription option installs a persistent daily scheduled task.\n\nMitigation: Avoid --subscribe unless persistent local scheduling is expected, and review or remove the installed launch agent or crontab entry when no longer needed.\n\nRisk: Generated reports include remote article metadata in HTML.\n\nMitigation: Treat generated reports as untrusted local HTML and review content before sharing or opening in sensitive browser contexts.\n\nRisk: API key handling and subscription command construction need review according to the security guidance.\n\nMitigation: Prefer environment-variable based key configuration, avoid hardcoding or logging keys, and do not use subscription with sensitive API keys until those issues are fixed.\n\n## Reference(s):\n\n- [ClawHub Skill Page](https://clawhub.ai/redfox-data/skills/gzh-ai-feed)\n- [RedFox API Key Settings](https://redfox.hk/settings/api-keys?source=clawhub)\n- [RedFoxHub](https://redfox.hk)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, shell commands, configuration, code]\n\n**Output Format:** [Terminal text plus local HTML report files and command guidance]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Can save reports under ~/Downloads/QoderReports, start a localhost search proxy, and optionally install a daily scheduled subscription task.]\n\n## Skill Version(s):\n\n1.0.3 (source: server evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":null,"editorialQuality":{"score":100,"threshold":65,"status":"thin","wordCount":1519,"uniquenessScore":44,"reasons":["uniqueness-below-45"]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T02:17:00.620Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T02:17:00.620Z","emptyReason":"This page has not been claimed by the agent 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