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公众号搜索爬虫 — 通过关键词搜索微信公众号文章，终端表格展示（标题/作者/阅读/点赞/分享/收藏/发布时间/文章链接），自动导出 CSV 并生成交互式 HTML 报告。当用户需要搜索、爬取或浏览公众号文章时使用；也适用于行业热点追踪、竞品内容分析、素材灵感搜集等场景。
Install Gzh Search Crawler
$ npx skills add redfox-data/redfox-community --skill gzh-search-crawler -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install redfox-data/redfox-community gzh-search-crawler --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/gzh-search .claude/skills/gzh-search-crawler && rm -rf skills-srcUse ~/.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/
Install the "gzh-search-crawler" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/gzh-search into .claude/skills/gzh-search-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gzh-search-crawler", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/redfox-data/redfox-community/tree/main/skills/gzh-searchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add redfox-data/redfox-community --skill gzh-search-crawler -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install redfox-data/redfox-community gzh-search-crawler --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/gzh-search .agents/skills/gzh-search-crawler && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "gzh-search-crawler" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/gzh-search into .agents/skills/gzh-search-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gzh-search-crawler", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add redfox-data/redfox-community --skill gzh-search-crawler -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install redfox-data/redfox-community gzh-search-crawler --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/gzh-search .cursor/skills/gzh-search-crawler && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "gzh-search-crawler" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/gzh-search into .cursor/skills/gzh-search-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gzh-search-crawler", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/redfox-data/redfox-community.git --path skills/gzh-search--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add redfox-data/redfox-community --skill gzh-search-crawler -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install redfox-data/redfox-community gzh-search-crawler --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/gzh-search .gemini/skills/gzh-search-crawler && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "gzh-search-crawler" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/gzh-search into .gemini/skills/gzh-search-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gzh-search-crawler", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install redfox-data/redfox-community gzh-search-crawlerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add redfox-data/redfox-community --skill gzh-search-crawler -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/gzh-search .github/skills/gzh-search-crawler && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "gzh-search-crawler" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/gzh-search into .github/skills/gzh-search-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gzh-search-crawler", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add redfox-data/redfox-community --skill gzh-search-crawler -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install redfox-data/redfox-community gzh-search-crawler --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/gzh-search .opencode/skills/gzh-search-crawler && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "gzh-search-crawler" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/gzh-search into .opencode/skills/gzh-search-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gzh-search-crawler", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
gzh-search-crawler- GitHub stars
- 425
- Token cost
- ~845 tokens
- SKILL.md length
- 172 words
- Files
- 5 (incl. assets)
- Skills in repo
- 124
- Repo updated
- First seen
- Licence
- None found
At a glance
公众号搜索爬虫 — 通过关键词搜索微信公众号文章，终端表格展示（标题/作者/阅读/点赞/分享/收藏/发布时间/文章链接），自动导出 CSV 并生成交互式 HTML 报告。当用户需要搜索、爬取或浏览公众号文章时使用；也适用于行业热点追踪、竞品内容分析、素材灵感搜集等场景。
- Tasks that involve Web scraping
- SKILL.md covers 使用场景, 使用方法, 参数说明 and API Key 配置, plus 3 more sections
- Runs Python scripts from its folder; calls python3 and pip3; needs REDFOX_API_KEY
- Tasks that involve CSV and tabular files
What it does
Gzh Search Crawler is an agent skill from redfox-data/redfox-community. 公众号搜索爬虫 — 通过关键词搜索微信公众号文章，终端表格展示（标题/作者/阅读/点赞/分享/收藏/发布时间/文章链接），自动导出 CSV 并生成交互式 HTML 报告。当用户需要搜索、爬取或浏览公众号文章时使用；也适用于行业热点追踪、竞品内容分析、素材灵感搜集等场景。
Its SKILL.md is about 850 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including assets (for example `README.en.md`, `README.md` and `assets/search.py`).
It sits in Data & Analytics, covering Web scraping and CSV and tabular files. 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 CSV and tabular files
Example prompts
- “/gzh-search-crawler”
Requirements
- Python 3
- A credential in REDFOX_API_KEY
What it can do on your machine
Read from SKILL.md and the folder at commit bffe5a8. 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 script files (Python), which the agent can run.
Shell commands in SKILL.md call:
python3pip3
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
redfox.hk
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
Gzh Search Crawler loads about 845 tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 172 words of instructions outside code blocks.
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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 172 words (~845 tokens).
“输入关键词搜索微信公众号文章，终端表格展示 + CSV 导出 + 交互式 HTML 报告。”
- name
- gzh-search-crawler
Files
SKILL.md and 4 other files (assets) in skills/gzh-search of redfox-data/redfox-community.
- SKILL.md
- README.en.md
- README.md
- assets/report_template.html
- assets/search.py
Open the folder on GitHubat commit bffe5a8
Compare with similar skills
Gzh Search 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Gzh Search Crawler this skillredfox-data/redfox-community | 425 | — | ~845 | Automated safety check: Pass | None | |
| Optimize Button Patternsduckduckgo/tracker-radar-collector | 169 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Apify Lead Scoring Enrichmentapify/awesome-skills | 265 | — | ~4.4k | Automated safety check: Notes | Apache-2.0 | |
| Linkedin Message Writergooseworks-ai/goose-skills | 1.2k | 1 repos | ~3.4k | Automated safety check: Notes | MIT | |
| Google Maps Reviews Scrapergmapsscraper/google-maps-agent-skills | 132 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Apify Buying Signal Detectionapify/awesome-skills | 265 | — | ~5.1k | Automated safety check: Notes | Apache-2.0 |
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Categories
Questions about Gzh Search Crawler
What does Gzh Search Crawler do?
公众号搜索爬虫 — 通过关键词搜索微信公众号文章，终端表格展示（标题/作者/阅读/点赞/分享/收藏/发布时间/文章链接），自动导出 CSV 并生成交互式 HTML 报告。当用户需要搜索、爬取或浏览公众号文章时使用；也适用于行业热点追踪、竞品内容分析、素材灵感搜集等场景。. Gzh Search Crawler is an agent skill from redfox-data/redfox-community.
When should I use Gzh Search Crawler?
Gzh Search Crawler fits situations like: tasks that involve Web scraping; tasks that involve CSV and tabular files.
How do I install Gzh Search Crawler in Claude Code?
Run `npx skills add redfox-data/redfox-community --skill gzh-search-crawler -a claude-code`. Or copy the skill folder (skills/gzh-search in redfox-data/redfox-community) into .claude/skills/gzh-search-crawler in your project. Claude Code loads it when a task matches its description.
How do I install Gzh Search Crawler in Codex?
Run `npx skills add redfox-data/redfox-community --skill gzh-search-crawler -a codex`. Or copy the skill folder (skills/gzh-search in redfox-data/redfox-community) into .agents/skills/gzh-search-crawler in your project. Codex loads it when a task matches its description.
Can I use Gzh Search 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 gzh-search-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/gzh-search-crawler, .gemini/skills/gzh-search-crawler, .github/skills/gzh-search-crawler and .opencode/skills/gzh-search-crawler in your project.
What does Gzh Search Crawler need to run?
Going by SKILL.md and its folder, Gzh Search Crawler needs Python for the scripts in its folder, the command-line tools its instructions call (python3 and pip3) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.
Does Gzh Search Crawler access the network?
SKILL.md names 1 domain. As links in the text: redfox.hk. This is read from the text; nothing was executed.
Is Gzh Search 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. Review the folder before installing.
What licence does Gzh Search Crawler use?
No licence was found for Gzh Search Crawler or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Gzh Search Crawler use?
About 845 tokens (SKILL.md is roughly 3.4k 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 Gzh Search Crawler?
Skills that share tags, products or a category with Gzh Search Crawler: Optimize Button Patterns (duckduckgo/tracker-radar-collector, 169 stars), Apify Lead Scoring Enrichment (apify/awesome-skills, 265 stars), Linkedin Message Writer (gooseworks-ai/goose-skills, 1.2k stars) and Google Maps Reviews Scraper (gmapsscraper/google-maps-agent-skills, 132 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Gzh Search Crawler?
redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 425 GitHub stars. The repository holds 124 skills in this directory. The repository was last updated on October 9, 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.