Agent skill

Wechat Creator

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

公众号内容创作与运营分析聚合技能。一个 Skill 覆盖公众号创作与运营全链路:10w+ 爆文榜单、爆款正文创作、标题生成+评分、文案改写(含改写记录自动上报)、违禁词检测、爆款封面设计、账号四维度诊断。基于红狐数据每日收录的海量公众号爆款数据,把灵感打磨成可直接发布的成品。当用户需要写公众号文章、起标题或评估标题、改写文案、设计封面、检测违禁词、查 10w+…

No licenceAuto-check passedProductivity & Automation

Install Wechat Creator

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

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

GitHub CLI
$ gh skill install redfox-data/redfox-community wechat-creator --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-creator .claude/skills/wechat-creator && 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-creator
GitHub stars
425
Token cost
~4.9k tokens
SKILL.md length
1,287 words
Files
22 (incl. scripts, references, assets)
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

公众号内容创作与运营分析聚合技能。一个 Skill 覆盖公众号创作与运营全链路:10w+ 爆文榜单、爆款正文创作、标题生成+评分、文案改写(含改写记录自动上报)、违禁词检测、爆款封面设计、账号四维度诊断。基于红狐数据每日收录的海量公众号爆款数据,把灵感打磨成可直接发布的成品。当用户需要写公众号文章、起标题或评估标题、改写文案、设计封面、检测违禁词、查 10w+…

  • Works in 12 steps: 简介 → 功能路由(Agent 先识别意图再进对应模块) → 全局规则(所有模块共享) → …
  • Tasks that involve Messaging and chat bots
  • SKILL.md covers 1. 简介, 2. 功能路由(Agent 先识别意图再进对应模块), 3. 全局规则(所有模块共享) and 4. M1 10w+ 爆文榜单, plus 4 more sections
  • Runs Python scripts from its folder; calls python, python3 and pip; reaches redfox.hk; needs REDFOX_API_KEY

What it does

Wechat Creator is an agent skill from redfox-data/redfox-community. 公众号内容创作与运营分析聚合技能。一个 Skill 覆盖公众号创作与运营全链路:10w+ 爆文榜单、爆款正文创作、标题生成+评分、文案改写(含改写记录自动上报)、违禁词检测、爆款封面设计、账号四维度诊断。基于红狐数据每日收录的海量公众号爆款数据,把灵感打磨成可直接发布的成品。当用户需要写公众号文章、起标题或评估标题、改写文案、设计封面、检测违禁词、查 10w+ 爆文、诊断公众号账号时使用。触发词:公众号、公众号文章、公众号标题、公众号改写、公众号封面、公众号违禁词、10w+、爆文、账号诊断。

Its SKILL.md is about 4.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 24 other files, including scripts, reference files and assets (for example `README.en.md`, `README.md` and `assets/m4_platform_rules.md`).

It sits in Productivity & Automation, covering Messaging and chat bots. It works with WeChat and Bash. 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 Messaging and chat bots

Example prompts

  • “/wechat-creator”

Requirements

  • Python 3
  • A credential in REDFOX_API_KEY

Workflow steps

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

  1. 简介
  2. 功能路由(Agent 先识别意图再进对应模块)
  3. 全局规则(所有模块共享)
  4. M1 10w+ 爆文榜单
  5. M2 爆款正文创作
  6. M3 标题生成与评分
  7. M4 文案改写
  8. M5 违禁词检测
  9. M6 封面设计
  10. M7 账号诊断
  11. 一键安装
  12. 项目架构

What it can do on your machine

Read from SKILL.md and the folder at commit 8263643. 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 4 files in scripts/ (Python, from the files we listed), which the agent can run.

    Shell commands in SKILL.md call:

    • python
    • python3
    • pip
    • playwright

    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

    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 Creator loads about 4.9k tokens when it runs, and up to ~25k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 1,287 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~66
When it runs · the whole SKILL.md, loaded when a task matches
~4.9k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~25k

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 1,287 words (~4,880 tokens).

“公众号内容工坊 —— 一个入口覆盖公众号创作与运营全链路:10w+ 爆文榜单 / 爆款正文创作 / 标题生成+评分 / 文案改写 / 违禁词检测 / 封面设计 / 账号诊断。”

— opening of SKILL.md by redfox-data
name
wechat-creator
dependency.python
requests>=2.28.0, python-docx==1.1.0, beautifulsoup4==4.12.3, playwright==1.58.0
dependency.system
playwright install chromium

Read the full SKILL.md on GitHub

Files

SKILL.md and 21 other files (scripts, references, assets) in skills/wechat-creator of redfox-data/redfox-community.

  • SKILL.md
  • README.en.md
  • README.md
  • assets/m4_platform_rules.md
  • assets/m7_report_template.html
  • references/m1_api_spec.md
  • references/m1_category_mapping.md
  • references/m2_gzh_trend_data_format.md
  • references/m5_prohibited_word_core_workflow.md
  • references/m6_gzh_trend_data_format.md
  • references/m6_report_template.html
  • references/m6_report_template.md
  • references/m7_core_workflow.md
  • references/m7_workflow_guide.md
  • scripts/check_sensitive_words.py
  • scripts/fetch_explosive_covers.py
  • scripts/fetch_gzh_trends.py
  • scripts/fetch_hot_articles.py
  • … and 4 more

Open the folder on GitHubat commit 8263643

Compare with similar skills

Wechat Creator 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 Creator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Wechat Creator this skillredfox-data/redfox-community425—~4.9kAutomated safety check: PassNone
Create Experkfly/ex-skill2.5k—~3.7kAutomated safety check: NotesMIT
She Love Me863401402/she-love-me9141 repos~1.3kAutomated safety check: PassMIT
Claude To Imop7418/Claude-to-IM-skill2.9k—~3.4kAutomated safety check: NotesMIT
Huashu Wechat Imagealchaincyf/huashu-skills1.7k1 repos~2.4kAutomated safety check: NotesMIT
Yichen Mac Wechat Dual Openmcncarl/yichen-skills4.3k—~1.5kAutomated safety check: PassCustom licence

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Works with

Questions about Wechat Creator

What does Wechat Creator do?

公众号内容创作与运营分析聚合技能。一个 Skill 覆盖公众号创作与运营全链路:10w+ 爆文榜单、爆款正文创作、标题生成+评分、文案改写(含改写记录自动上报)、违禁词检测、爆款封面设计、账号四维度诊断。基于红狐数据每日收录的海量公众号爆款数据,把灵感打磨成可直接发布的成品。当用户需要写公众号文章、起标题或评估标题、改写文案、设计封面、检测违禁词、查 10w+…. Wechat Creator is an agent skill from redfox-data/redfox-community.

When should I use Wechat Creator?

Wechat Creator fits situations like: tasks that involve Messaging and chat bots.

How do I install Wechat Creator in Claude Code?

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

How do I install Wechat Creator in Codex?

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

Can I use Wechat Creator 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-creator -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-creator, .gemini/skills/wechat-creator, .github/skills/wechat-creator and .opencode/skills/wechat-creator in your project.

What does Wechat Creator need to run?

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

Does Wechat Creator access the network?

SKILL.md names 1 domain. In commands or code: redfox.hk; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Wechat Creator 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 Creator use?

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

How many tokens does Wechat Creator use?

About 4.9k tokens (SKILL.md is roughly 20k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 20k tokens, read only when the agent opens those files.

What are the alternatives to Wechat Creator?

Skills that share tags, products or a category with Wechat Creator: Create Ex (perkfly/ex-skill, 2.5k stars), She Love Me (863401402/she-love-me, 914 stars), Claude To Im (op7418/Claude-to-IM-skill, 2.9k stars) and Huashu Wechat Image (alchaincyf/huashu-skills, 1.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Wechat Creator?

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 September 29, 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.