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 gzh-searchgit 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/gzh-search)<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/gzh-search"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/gzh-search/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/gzh-search"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/gzh-search.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 | $0.00093 | $0.01341 |
| Opus 5 | $0.00046 | $0.00671 |
| Sonnet 5 | $0.00019 | $0.00268 |
| Haiku 4.5 | $0.00009 | $0.00134 |
Grade A, and why
gzh-search-crawler scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 125 lines — stays where its author put it; the contents beside it link to each section on GitHub.
公众号搜索爬虫
输入关键词搜索微信公众号文章，终端表格展示 + CSV 导出 + 交互式 HTML 报告。
API 请求均携带
公众号搜索爬虫-SkillHub标识。需先配置 API Key，通过环境变量 REDFOX_API_KEY 或 --api-key 参数传入。 爬取范围：腰部以上公众号近 30 天内发布的文章。 关键词限制：不超过 10 个字符，超出会提示精简。
使用场景
当你需要执行以下任务时，应优先使用本技能：
| 场景 | 示例 |
|---|---|
| 行业热点追踪 | 搜 "AI" 了解近期 AI 领域公众号都在讨论什么 |
| 竞品内容分析 | 搜 "大模型" 爬取竞争对手公众号的文章策略 |
| 素材灵感搜集 | 搜 "小红书运营" 获取爆款选题和写作角度 |
| 趋势研究报告 | 搜 "2026 经济" 批量导出 CSV 做数据分析 |
| 寻找优质账号 | 搜 "科技" 发现相关领域的头部公众号 |
| 话题舆情监控 | 搜 "品牌名" 查看公众号对该品牌的讨论风向 |
如果你想搜某个特定公众号的全部历史文章，应使用
gzh-subscribe技能（公众号文章订阅），它专门针对单账号订阅追踪。
使用方法
# 基础搜索
python3 "$SKILL_PATH/assets/search.py" "关键词"
# 指定数量（多页自动翻页）
python3 "$SKILL_PATH/assets/search.py" "AI" --count 50
# 仅导出 CSV
python3 "$SKILL_PATH/assets/search.py" "大模型" --csv-only
# 不自动打开浏览器
python3 "$SKILL_PATH/assets/search.py" "AI" --no-open
终端输出按综合评分（关键词相关性 + 阅读热度 + 时效新鲜度）降序排列，同分时按阅读量高的优先；结果较少或无结果时自动分层提示。
HTML 报告特性：深色主题 · 实时搜索（300ms 防抖）· 文章卡片点击跳转原文 · 分页加载 · 零结果时引导热门话题。
CSV / HTML 默认保存在 ~/Downloads/QoderGzhSearch/。
参数说明
| 参数 | 说明 | 默认值 |
|---|---|---|
keyword |
搜索关键词（必填，位置参数） | — |
--count |
获取文章数量 | 20 |
--sort-type |
排序方式：default / time |
default |
--output-dir |
输出目录 | ~/Downloads/QoderGzhSearch |
--api-key |
指定 API Key | — |
--no-open |
不自动打开浏览器 | — |
--csv-only |
仅生成 CSV，不生成 HTML | — |
--port |
HTML 本地服务端口 | 8766 |
API Key 配置
任选一种方式配置个人 Key：
| 方式 | 命令 |
|---|---|
| 环境变量（推荐） | export REDFOX_API_KEY=ak_你的密钥 |
| 命令行参数 | --api-key ak_你的密钥 |
| 配置文件 | echo '{"api_key":"ak_你的密钥"}' > ~/.qoder/apis/redfox.json |
注册地址：redfox.hk
功能特点
- 关键词搜索：实时查询全量微信公众号文章
- 智能评分排序：三因子（相关性 + 热度 + 时效）综合评分，同分按阅读量降序
- 分层响应降级：充足时正常浏览 / 较少时引导宽泛搜索 / 无结果时热门兜底
- 终端表格：标题、作者、阅读、点赞、分享、收藏、发布时间、文章链接
- CSV 导出：自动生成 UTF-8 BOM 编码的 CSV
- HTML 交互报告：内置搜索框，支持封面图展示，点击卡片跳转原文
- 本地代理服务：避免浏览器跨域限制
依赖
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.
- 2d ago Changed 713deb18946e
- 11d ago First seen · 125 lines · 93 tokens per session scan A d3fc68c43fd3
gzh-search-crawler is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed today), licensed MIT. It adds 93 tokens to every session and 1,341 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 2026-08-31.
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