Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/hanzhcn/laohan-skillsnpx agentmods add skills/hanzhcn/laohan-skills/laohan-sousuoWrote 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/hanzhcn/laohan-skills/laohan-sousuo)<a href="https://agentmods.dev/skills/hanzhcn/laohan-skills/laohan-sousuo"><img src="https://agentmods.dev/badge/skills/hanzhcn/laohan-skills/laohan-sousuo/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/hanzhcn/laohan-skills/laohan-sousuo"><img src="https://agentmods.dev/badge/skills/hanzhcn/laohan-skills/laohan-sousuo.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 | $0.00179 | $0.01461 |
| Opus 5.5 | $0.00072 | $0.00584 |
| Sonnet 5.5 | $0.00036 | $0.00292 |
| Haiku 4.5 | $0.00018 | $0.00146 |
Grade A, and why
laohan-sousuo 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 13d 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 — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.
老韩搜索（laohan-sousuo）
联网查证引擎：不确定的技术问题先查再判断，结论必须带来源标注。
为什么存在
Jeffrey 观察（2026-10-02 钉死）：开发中经常不主动查教程、凭记忆做判断，经常出错，过去靠人工提醒"上网查下教程"。本 skill 把"先查再说"固化为默认行为。配套条款在 ~/.claude/rules/workflow.md「技术断言前置查证」——rules 管"必须查"（每次会话无条件加载），本 skill 管"怎么查"。
优先级与让位
普通搜索类意图优先命中本 skill，由本 skill 内部路由工具：
| 意图 | 归属 |
|---|---|
| 上网搜 / 搜索 / 搜教程 / 查心得 / 查证 / 查一下怎么用 | 本 skill（其他搜索 skill 让位） |
| 装软件 / 配置工具（claude-mem、ECC 等 5 个本地教程） | laohan-jiaocheng |
| AI 资讯 / 日报 / 热点 | aihot |
| 平台内容下载、评论、博主数据 | laohan-xiazai |
| 视频号下载、JS 渲染/反爬抓取降级 | 见 ~/.claude/rules/cli-tools.md 总路由 |
三路检索（按问题类型选路线）
| 问题类型 | 路线 | 动作 |
|---|---|---|
| API 用法 / 配置语义 / 参数含义 | 官方文档 | anysearch search（--content_types doc）→ 命中官方 URL → anysearch extract 读原文 |
| 报错归因 / 版本兼容 / "为什么不行" | GitHub issue | gh search issues "关键词" --repo owner/repo、gh api repos/:owner/:repo/releases；issue 比搜索引擎准（2026-09-30 实证：WebSearch 自我怀疑误判，gh 逐一核验 9 个 issue 全真实） |
| "别人怎么解决" / 踩坑心得 / 最佳实践 | 社区心得 | anysearch（含 reddit/blog 结果）→ agent-reach（平台）→ WebFetch 读原文 |
问题跨类时（如"这个 API 为什么报错"）issue + 官方文档并查，交叉印证。
工具链与降级
-
anysearch（默认引擎）：
python3 ~/.claude/skills/anysearch/scripts/anysearch_cli.py search "query" --max_results 5 # 批量：batch_search --queries '[{"query":"q1"},{"query":"q2"}]' # 读正文：extract "URL"端点无关（本地 CLI 调 api.anysearch.com），不占智谱搜索额度；huo 端点 WebSearch 403 时唯一可用通用搜索（2026-10-02 实测）。已加载 anysearch skill 时优先用其 runtime.conf 配置的命令。
-
WebSearch 原生：anysearch 失败/限额时降级。注意：cc 端点=智谱 web_search_prime 后端（占智谱额度，常 429 code 1310）；huo 端点 403 不可用。2026-10-03 起
pre:websearch-to-anysearchhook（10 目录）拦截 WebSearch 并在 deny reason 里注入 anysearch 命令——被拦即按 reason 里的命令跑 anysearch，不要重试 WebSearch（见~/.claude/rules/custom-hooks.md）。 -
gh：GitHub 相关问题直接用，不经过搜索引擎。
-
WebFetch / anysearch extract：已知 URL 读正文。
输出合同（强制）
每次查证输出必须含：
- 结论：直接回答问题
- 来源标注：
(verified: URL)（沿用 anti-patterns #18 格式）；无标注 = 违规 - 版本/日期：来源的版本号或发布日期——API 随版本变，旧教程会骗人
- 记忆冲突：查证结果与旧记忆冲突时明说"记忆是错的，实际是 X"
- 查不到：如实说"未查到可靠来源，以下是推断"，禁止推断冒充查证
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.
- 13d ago Changed 52ecc5267350
- 14d ago First seen · 81 lines · 179 tokens per session scan A 1b677e6feee8
laohan-sousuo is a skill published in the GitHub repository hanzhcn/laohan-skills (13 stars, last pushed yesterday), licensed MIT. It adds 179 tokens to every session and 1,461 once invoked, about $0.0007 per session on Opus 5.5. 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 2026-10-03.
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