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-channels-crawlergit 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-channels-crawler)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/wechat-channels-crawler"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-channels-crawler/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-channels-crawler"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/wechat-channels-crawler.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 | $0.00116 | $0.02893 |
| Opus 5 | $0.00058 | $0.01447 |
| Sonnet 5 | $0.00023 | $0.00579 |
| Haiku 4.5 | $0.00012 | $0.00289 |
Grade A, and why
wechat-channels-crawler 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 — 280 lines — stays where its author put it; the contents beside it link to each section on GitHub.
视频号作品搜索
输入关键词 → 搜索视频号热门作品 → 结构化表格展示 → 支持订阅每日推送
简介
输入关键词即可查询视频号热门作品，以结构化表格呈现点赞、评论、转发、收藏等互动数据，帮你快速掌握各类内容在视频号的真实表现。
功能特性
| 功能 | 说明 |
|---|---|
| 🔍 关键词搜索 | 输入内容主题关键词，返回视频号平台相关作品列表 |
| 📊 多维排序 | 支持按综合、最新、最多点赞、最多收藏四种方式排序 |
| 📋 结构化表格 | 默认展示前 20 条，含作品标题、作者、发布时间、互动数据 |
| 🔔 订阅推送 | 查询后可订阅关键词，每天 10:00 自动查询并推送最新作品 |
使用方式
CLI 命令行
# 基础用法：按综合排序搜索
python3 ~/.agents/skills/wechat-channels-crawler/scripts/search_wechat_channels.py "美食"
# 按最新排序
python3 ~/.agents/skills/wechat-channels-crawler/scripts/search_wechat_channels.py "美食" --sort 最新
# 按最多点赞排序
python3 ~/.agents/skills/wechat-channels-crawler/scripts/search_wechat_channels.py "美食" --sort 最多点赞
# 翻页查询
python3 ~/.agents/skills/wechat-channels-crawler/scripts/search_wechat_channels.py "美食" --page 2
# 输出到文件（推荐，避免 Windows GBK 乱码）
python3 ~/.agents/skills/wechat-channels-crawler/scripts/search_wechat_channels.py "美食" -o result.json
参数说明
| 参数 | 说明 |
|---|---|
keyword |
搜索关键词（必需） |
--sort |
排序方式：综合 / 最新 / 最多点赞 / 最多收藏，默认 综合 |
--page |
页码，从 1 开始，默认 1 |
--size |
每页条数，默认 20，最大 50 |
--output / -o |
输出到 JSON 文件（UTF-8），避免 shell 重定向乱码 |
依赖
本脚本仅使用 Python 标准库，无需安装额外依赖。
Agent 集成指南
触发词
- 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
执行流程
Step 1: 🔍 用户意图理解
⚠️ 核心规则：优先提取细分方向词，而非泛化的大类词
| 用户输入 | 处理方式 |
|---|---|
| 无赛道关键词（"最近热门作品"） | 关键词传空字符串 ""，查询全站热门 |
| 有细分词（"职场穿搭"、"减脂餐"） | 直接搜索，无需拓展 |
| 有泛化词（"穿搭"、"美食"） | 执行拓展策略（Step 2） |
细分词判断原则：有场景/人群/风格/意图修饰 → 细分词；纯大类无修饰 → 泛化词。
What ships with it
3 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 · 280 lines · 116 tokens per session scan A 47d14aad8def
wechat-channels-crawler is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed today), licensed MIT. It adds 116 tokens to every session and 2,893 once invoked, about $0.0006 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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