Agent skill

Wechat Channels Crawler

by redfox-data in redfox-data/redfox-community

视频号作品查询工具。根据用户输入的关键词搜索视频号热门作品,支持按最新、最多点赞、最多收藏和综合排序,结果以结构化表格展示。当用户想要查找视频号热门内容、搜索视频号爆款视频、查询视频号作品数据、了解某类内容在视频号的表现时使用。触发词包括:视频号搜索、视频号作品查询、视频号爆款、视频号热门、视频号内容搜索、搜视频号、微信视频号搜索。

No licenceAuto-check passedData & Analytics

Install Wechat Channels Crawler

skills CLI
$ npx skills add redfox-data/redfox-community --skill wechat-channels-crawler -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install redfox-data/redfox-community wechat-channels-crawler --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/wechat-channels-crawler .claude/skills/wechat-channels-crawler && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
wechat-channels-crawler
GitHub stars
425
Used in
1 other repo
Token cost
~1.5k tokens
SKILL.md length
259 words
Files
4 (incl. scripts)
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

视频号作品查询工具。根据用户输入的关键词搜索视频号热门作品,支持按最新、最多点赞、最多收藏和综合排序,结果以结构化表格展示。当用户想要查找视频号热门内容、搜索视频号爆款视频、查询视频号作品数据、了解某类内容在视频号的表现时使用。触发词包括:视频号搜索、视频号作品查询、视频号爆款、视频号热门、视频号内容搜索、搜视频号、微信视频号搜索。

  • Works in 3 steps: 🔍 用户意图理解 → 🔄 泛化词拓展策略 → 📡 调用 API 接口
  • Tasks that involve Web scraping
  • SKILL.md covers 简介, 功能特性, 使用方式 and Agent 集成指南, plus 2 more sections
  • Runs Python scripts from its folder; calls python3; reaches redfox.hk and findermp.video.qq.com; needs REDFOX_API_KEY

What it does

Wechat Channels Crawler is an agent skill from redfox-data/redfox-community. 视频号作品查询工具。根据用户输入的关键词搜索视频号热门作品,支持按最新、最多点赞、最多收藏和综合排序,结果以结构化表格展示。当用户想要查找视频号热门内容、搜索视频号爆款视频、查询视频号作品数据、了解某类内容在视频号的表现时使用。触发词包括:视频号搜索、视频号作品查询、视频号爆款、视频号热门、视频号内容搜索、搜视频号、微信视频号搜索。

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `README.en.md`, `README.md` and `scripts/search_wechat_channels.py`).

It sits in Data & Analytics, covering Web scraping and Messaging and chat bots. It works with WeChat. The repository describes itself as: 红狐数据(RedFoxHub) 技能合集:面向 Agent 的可复用 SKILL 集合,覆盖灵感、选题、文案创作、数据复盘等场景,持续更新。

When your agent uses it

  • Tasks that involve Web scraping
  • Tasks that involve Messaging and chat bots

Example prompts

  • “/wechat-channels-crawler”

Requirements

  • Python 3
  • A credential in REDFOX_API_KEY

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. 🔍 用户意图理解
  2. 🔄 泛化词拓展策略
  3. 📡 调用 API 接口

What it can do on your machine

Read from SKILL.md and the folder at commit 24d4093. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • redfox.hk
    • findermp.video.qq.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • REDFOX_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Wechat Channels Crawler loads about 1.5k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 259 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 259 words (~1,525 tokens).

name
wechat-channels-crawler

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (scripts) in skills/wechat-channels-crawler of redfox-data/redfox-community.

  • SKILL.md
  • README.en.md
  • README.md
  • scripts/search_wechat_channels.py

Open the folder on GitHubat commit 24d4093

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in redfox-data/redfox-community, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Wechat Channels Crawler next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Wechat Channels Crawler compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Wechat Channels Crawler this skillredfox-data/redfox-community4251 repos~1.5kAutomated safety check: PassNone
Yichen Wecom Local Vaultmcncarl/yichen-skills4.3k—~1.3kAutomated safety check: PassCustom licence
Web Content Fetcheryaomindong1996/forge-admin125—~898Automated safety check: PassApache-2.0
Wechat Article Search API Skillbrowser-act/skills6.1k1 repos~1.4kAutomated safety check: PassMIT
Linkedin Message Writergooseworks-ai/goose-skills1.2k1 repos~3.4kAutomated safety check: NotesMIT
X Twitter ScraperXquik-dev/x-twitter-scraper2091 repos~2.6kAutomated safety check: PassMIT

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Works with

Questions about Wechat Channels Crawler

What does Wechat Channels Crawler do?

视频号作品查询工具。根据用户输入的关键词搜索视频号热门作品,支持按最新、最多点赞、最多收藏和综合排序,结果以结构化表格展示。当用户想要查找视频号热门内容、搜索视频号爆款视频、查询视频号作品数据、了解某类内容在视频号的表现时使用。触发词包括:视频号搜索、视频号作品查询、视频号爆款、视频号热门、视频号内容搜索、搜视频号、微信视频号搜索。. Wechat Channels Crawler is an agent skill from redfox-data/redfox-community.

When should I use Wechat Channels Crawler?

Wechat Channels Crawler fits situations like: tasks that involve Web scraping; tasks that involve Messaging and chat bots.

How do I install Wechat Channels Crawler in Claude Code?

Run `npx skills add redfox-data/redfox-community --skill wechat-channels-crawler -a claude-code`. Or copy the skill folder (skills/wechat-channels-crawler in redfox-data/redfox-community) into .claude/skills/wechat-channels-crawler in your project. Claude Code loads it when a task matches its description.

How do I install Wechat Channels Crawler in Codex?

Run `npx skills add redfox-data/redfox-community --skill wechat-channels-crawler -a codex`. Or copy the skill folder (skills/wechat-channels-crawler in redfox-data/redfox-community) into .agents/skills/wechat-channels-crawler in your project. Codex loads it when a task matches its description.

Can I use Wechat Channels Crawler in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add redfox-data/redfox-community --skill wechat-channels-crawler -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wechat-channels-crawler, .gemini/skills/wechat-channels-crawler, .github/skills/wechat-channels-crawler and .opencode/skills/wechat-channels-crawler in your project.

What does Wechat Channels Crawler need to run?

Going by SKILL.md and its folder, Wechat Channels Crawler needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.

Does Wechat Channels Crawler access the network?

SKILL.md names 2 domains. In commands or code: redfox.hk and findermp.video.qq.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Wechat Channels Crawler safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Wechat Channels Crawler use?

No licence was found for Wechat Channels Crawler or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Wechat Channels Crawler use?

About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Wechat Channels Crawler?

Skills that share tags, products or a category with Wechat Channels Crawler: Yichen Wecom Local Vault (mcncarl/yichen-skills, 4.3k stars), Web Content Fetcher (yaomindong1996/forge-admin, 125 stars), Wechat Article Search API Skill (browser-act/skills, 6.1k stars) and Linkedin Message Writer (gooseworks-ai/goose-skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Wechat Channels Crawler?

redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 425 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on October 8, 2026.

Source: redfox-data/redfox-community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.