What makes AI公众号信息源 notable?

1.2K downloads. Trust evidence available

How should AI公众号信息源 be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

AI公众号信息源

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,

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.2k

Updated

Oct 11, 2026

Version

1.0.3

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.2K downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.3release · observed Jul 23, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s171kp1a76rjevha5b9m61sxv984vncz:gzh-ai-feed

Install using `clawhub skill install s171kp1a76rjevha5b9m61sxv984vncz:gzh-ai-feed` in an isolated environment before connecting it to live workloads.
No published capability contract is available yet, so validate auth and request/response behavior manually.
Review the upstream CLAWHUB listing at https://clawhub.ai/redfox-data/gzh-ai-feed before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-redfox-data-gzh-ai-feed/snapshot"

Documentation

CLAWHUB

35,270 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: gzh-ai-feed
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, or 公众号日报.
---

# AI公众号信息源

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。

> 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。

---

## 能力概述

- **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
- **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
- **终端表格**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然
- **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
- **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）
- **一键订阅**：`--subscribe` 开启每日自动产出，日报自动攒在本地文件夹

---

## 使用方式

```bash
# 生成今日爆款日报
python3 "$SKILL_PATH/assets/daily_report.py"

# 自定义关注方向
python3 "$SKILL_PATH/assets/daily_report.py" --keywords "AI Agent,RAG,LangChain,Prompt"

# 查看历史某天
python3 "$SKILL_PATH/assets/daily_report.py" --date 2026-05-26

# 订阅 / 取消订阅
python3 "$SKILL_PATH/assets/daily_report.py" --subscribe
python3 "$SKILL_PATH/assets/daily_report.py" --unsubscribe
```

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。

---

## 首次使用

先配置 API Key，然后运行：

```bash
# 方式一：环境变量（推荐）
export REDFOX_API_KEY=ak_你的密钥

# 方式二：配置文件
mkdir -p ~/.qoder/apis
echo '{"api_key":"ak_你的密钥"}' > ~/.qoder/apis/redfox.json

# 然后运行
python3 "$SKILL_PATH/assets/daily_report.py"
```

注册获取 Key：[redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub)


---

## 后续使用

前往 [redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub) 注册获取个人 API Token：

| 方式 | 命令 |
|------|------|
| 环境变量（推荐） | `export REDFOX_API_KEY=ak_你的密钥` |
| 命令行参数 | `--api-key ak_你的密钥` |
| 配置文件 | `echo '{"api_key":"ak_你的密钥"}' > ~/.qoder/apis/redfox.json` |

---

## 参数说明

| 参数 | 说明 | 默认值 |
|------|------|--------|
| `--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` |
| `--count` | 扫描文章数量 | `200` |
| `--date` | 指定日期 YYYY-MM-DD | 今天 |
| `--output-dir` | 输出目录 | `~/Downloads/QoderReports` |
| `--api-key` | 指定 API Key | — |
| `--subscribe` | 开启每日订阅 | — |
| `--unsubscribe` | 关闭每日订阅 | — |
| `--no-open` | 不自动打开浏览器 | — |

---

## 依赖

```bash
pip3 install requests
```

---

## 常见问题

**Q：日报里的分类是怎么来的？**
A：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。

**Q：怎么看到更多文章？**
A：用 `--count 300` 扩大扫描范围，或通过 `--keywords` 添加更多关注方向。

**Q：HTML 搜索怎么用？**
A：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。

**Q：搜索和日报是什么关系？**
A：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。

**Q：订阅后日报存在哪？**
A：默认 `~/Downloads/QoderReports/`，文件名格式 `AI日报_2026-05-27.html`。

**Q：额度用完怎么办？**
A：前往 [redfox.hk](https://redfox.hk/settings/api-keys?source=clawhub) 注册获取 Token。

README.md

# AI公众号信息源 / gzh-ai-feed

---

## 简介

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。

**核心价值**

- **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
- **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
- **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
- **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

**适用对象**

- 📊 **AI 从业者** — 每日掌握 AI 领域公众号内容风向
- 📝 **内容创作者** — 发现 AI 赛道爆款选题与写作角度
- 🔍 **行业研究员** — 追踪 AI 话题热度变化与讨论趋势

---

## 功能特性

### 核心功能

- **每日爆款扫描**：自动检索 200+ AI 公众号文章，按阅读量排序
- **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
- **终端表格输出**：分类 + 标题 + 作者 + 阅读/点赞/评论数，一目了然
- **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
- **关键词过滤**：支持自定义关注方向，精准筛选感兴趣的内容
- **每日订阅**：一键开启定时任务，日报自动产出保存

---

## 密钥获取与安全说明

- 本技能需要使用环境变量：`REDFOX_API_KEY`。
- `REDFOX_API_KEY` 由 [红狐 hub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`)提供。
- 请前往 [红狐 hub](https://redfox.hk?source=github) 注册账号，获取 `REDFOX_API_KEY`。
- 配置设备环境变量 `REDFOX_API_KEY` 后使用本技能。
- 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。
- 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。

---

## 使用指南

直接用自然语言描述需求即可。

### 常用说法速查

| 意图 | 示例话术 | 效果 |
|------|---------|------|
| 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 |
| 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 |
| 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 |
| 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 |

---

## 使用场景

| 场景 | 角色 | 示例问法 | 收益 |
|------|------|---------|------|
| 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 |
| 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 |
| 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 |
| 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 |

_meta.json

{
  "ownerId": "kn73hdehkbe5dwfzckzj8yhcw984t4cc",
  "slug": "gzh-ai-feed",
  "version": "1.0.3",
  "publishedAt": 1784795001984
}

README.en.md

# AI WeChat Feed / gzh-ai-feed

---

## Overview

Daily 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.

**Core Value**

- **Hot Content Discovery**: Scans 200+ AI public account articles, ranked by read count
- **Smart Clustering**: Auto-discovers topic directions from daily content (Agent, LLM, AI Art...)
- **Visual Report**: Dark-themed HTML with cover images, metrics, article links, and date navigation
- **One-Click Subscription**: Enable daily auto-generation, reports saved locally

**Target Users**

- 📊 **AI Professionals** — Stay on top of AI WeChat content trends daily
- 📝 **Content Creators** — Discover trending topics and writing angles in the AI space
- 🔍 **Industry Researchers** — Track AI topic trends and discussion shifts

---

## Features

### Core Features

- **Daily Hot Scan**: Auto-retrieves 200+ AI public account articles, sorted by reads
- **Smart Topic Clustering**: Content-driven topic discovery, not fixed categories
- **Terminal Table Output**: Category + title + author + reads/likes/comments at a glance
- **Visual HTML Report**: Dark theme with cover images, metrics, date nav, full-database search
- **Keyword Filtering**: Custom focus directions for precise content filtering
- **Daily Subscription**: One-click cron setup for automated daily report generation

---

## API Key Acquisition & Security

- The skill uses the environment variable: `REDFOX_API_KEY`.
- `REDFOX_API_KEY` is provided by [RedFoxHub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`).
- Visit [RedFoxHub](https://redfox.hk?source=github) to register and obtain your `REDFOX_API_KEY`.
- Configure the device environment variable `REDFOX_API_KEY` before using this skill.
- Before providing your key, verify its origin, scope, validity period, and whether reset/revocation is supported.
- Never hardcode or expose the key in code, prompts, logs, or output files.

---

## Usage

Describe your needs in natural language.

### Quick Reference

| Intent | Example | Result |
|--------|---------|--------|
| Today's report | "Generate today's AI public account daily report" | Auto-fetches hot articles, generates HTML report |
| Custom focus | "Focus on Agent and RAG articles" | Filters by specified keywords |
| Historical view | "Show me the AI report for May 26" | Retrieves hot content for a specific date |
| Subscribe | "Subscribe to daily AI public account reports" | Installs cron job for daily auto-generation |

---

## Use Cases

| Scenario | Role | Example Query | Benefit |
|----------|------|--------------|---------|
| Daily briefing | AI professional | "What's hot in AI today?" | 5-minute overview of AI content trends |
| Topic inspiration | Content writer | "What topics are trending in AI public accounts?" | Discover trending angles aligned with the buzz |
| Competitor monitoring | Content ops | "What AI content a

skill-card.md

## Description:

AI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.

This skill is ready for commercial/non-commercial use.

## Publisher:

[redfox-data](https://clawhub.ai/user/redfox-data)

### License/Terms of Use:

MIT-0

## Use Case:

AI 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.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill contacts redfox.hk using a RedFox API key.

Mitigation: 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.

Risk: The subscription option installs a persistent daily scheduled task.

Mitigation: Avoid --subscribe unless persistent local scheduling is expected, and review or remove the installed launch agent or crontab entry when no longer needed.

Risk: Generated reports include remote article metadata in HTML.

Mitigation: Treat generated reports as untrusted local HTML and review content before sharing or opening in sensitive browser contexts.

Risk: API key handling and subscription command construction need review according to the security guidance.

Mitigation: 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.

## Reference(s):

- [ClawHub Skill Page](https://clawhub.ai/redfox-data/skills/gzh-ai-feed)
- [RedFox API Key Settings](https://redfox.hk/settings/api-keys?source=clawhub)
- [RedFoxHub](https://redfox.hk)

## Skill Output:

**Output Type(s):** [text, markdown, shell commands, configuration, code]

**Output Format:** [Terminal text plus local HTML report files and command guidance]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Can save reports under ~/Downloads/QoderReports, start a localhost search proxy, and optionally install a daily scheduled subscription task.]

## Skill Version(s):

1.0.3 (source: server evidence)

## Ethical Considerations:

Users 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.

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