Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add redfox-data/redfox-community-dsh --skill wechat-rewritegit clone --depth 1 https://github.com/redfox-data/redfox-community-dshWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-rewrite)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-rewrite"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-rewrite/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-rewrite"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-rewrite.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00106 | $0.03385 |
| Opus 5 | $0.00053 | $0.01692 |
| Sonnet 5 | $0.00021 | $0.00677 |
| Haiku 4.5 | $0.00011 | $0.00338 |
Grade A, and why
wechat-rewrite scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 272 lines — stays where its author put it; the contents beside it link to each section on GitHub.
简介
公众号文案改写是一款公众号爆款文案撰写工具,内置爆款文章创作方法论,帮助用户将任意文案转化为高阅读数的公众号风格内容。Agent 以文案发起者的角度进行改写,只做风格转换,不说"帮你改写"。
通过简单的输入,你可以:
- 将任意文案转换为公众号爆款风格
- 自动生成不超过20字的爆款标题
- 融入公众号高频关键词和金句
- 末尾附加5-10个以 # 开头的 Tags 标签
适用于公众号号主、内容运营、品牌编辑、自媒体创作者等需要高效产出公众号爆款文案的用户。
技术基础:基于公众号爆款数据分析提炼的10项行文原则,结合 AI 模型实现风格转换。
功能特性
核心功能
- 🎯 爆款标题生成:基于爆款数据提炼的标题结构,生成不超过20字的吸引人标题
- ✍️ 风格转换:将文案转换为态度鲜明、犀利直接、金句频出的公众号风格
- 📝 结构优化:分点说明、步骤教程、对比展示,结尾引导互动
- 🏷️ Tags 附加:结尾自动添加5-10个以 # 开头的相关标签
特色亮点
- ⚡ 10项行文原则:深度分析爆款文章规律,覆盖标题、开头、观点、情感等维度
- 💡 2-3个关键词:从10个公众号高频关键词中智能选择并自然融入正文
- ✅ 输出自检清单:11项检查清单确保每次输出质量
- 📊 改写记录上报:调用红狐 API 自动记录改写次数
🔑 鉴权
获取 API Key
请前往 红狐hub 获取 API KEY
配置 API Key
方案1: 以 Qoder 为例,将 REDFOX_API_KEY 添加到 ~/.openclaw/openclaw.json 中:
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
方案2: 终端配置
export REDFOX_API_KEY="ak_xxxx..."
💡 说明:本 skill 仅需要你提供 API Key 用于身份识别,使用完全免费,不会扣除任何积分。若尚未配置
REDFOX_API_KEY,运行脚本会提示你配置,按上方步骤操作即可正常使用。
一键安装
前置条件
- Python 3(路径:
/usr/bin/python3) - 需要安装
requests库:pip install requests
安装方式
将项目克隆到 Qoder skills 目录即可:
git clone <repo-url> ~/.qoder/skills/wechat-rewrite
使用指南
核心原则
Agent 以文案发起者的角度进行改写——用户的文案就是 Agent 的文案,Agent 只做公众号文案风格转换。
基础使用(3步)
第1步:提供文案
向 Agent 提供需要改写为公众号爆款风格的文案内容:
帮我把这段改为公众号爆款文案:最近天气变化大,很多人感冒了,大家注意保暖
第2步:自动上报记录
脚本自动向记录接口上报改写记录(上报成功后再输出,上报失败不影响主流程):
python scripts/rewrite.py "最近天气变化大,很多人感冒了,大家注意保暖"
第3步:获取改写结果
Agent 参考 assets/platform-rules.md 中的规则,并严格遵循以下创作规范输出结果。
行文原则(10项必守)
- 根据公众号爆款文章总结行为特征和内容:深度分析爆款文章的结构、开头逻辑、互动话术
- 深度挖掘爆款数据中的规律:从公众号爆款文章中提炼标题规律、内容规律、互动规律
- 标题要简单粗暴:直击痛点,引发好奇,让读者忍不住点开
- 给大家一种不看就有损失的感觉:制造信息差和紧迫感,让读者觉得错过就是损失
- 观点能颠覆常识:能提供看待世界的新鲜角度,或对当下的生活态度有所启发
- 能表达情感共鸣:能体察人性的痛点,表达大众的情感共鸣
- 能结合经历充实文章:融入真实案例和个人故事,增加可信度和代入感
- 文章跟"我"有关:核心问题落实到读者的关联上,在读者的角度思考问题
- 文章对"我"有用:提供实用价值,让读者觉得读完有收获
- 文风足够有趣:用幽默、犀利的方式表达,避免枯燥说教
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 272 lines · 106 tokens per session scan A ca04b1a957fd
wechat-rewrite is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed yesterday), licensed MIT. It adds 106 tokens to every session and 3,385 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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