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/wxwsm666/GenericAgent-v1-webnpx agentmods add skills/wxwsm666/genericagent-v1-web/skill_searchWrote 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/wxwsm666/genericagent-v1-web/skill_search)<a href="https://agentmods.dev/skills/wxwsm666/genericagent-v1-web/skill_search"><img src="https://agentmods.dev/badge/skills/wxwsm666/genericagent-v1-web/skill_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/wxwsm666/genericagent-v1-web/skill_search"><img src="https://agentmods.dev/badge/skills/wxwsm666/genericagent-v1-web/skill_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 | $0.00000 | $0.00537 |
| Opus 5 | $0.00000 | $0.00269 |
| Sonnet 5 | $0.00000 | $0.00107 |
| Haiku 4.5 | $0.00000 | $0.00054 |
Grade A, and why
skill_search 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 9d 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.
What it actually says
Skill Search — 105K 技能卡检索
从 105K+ 技能卡中语义搜索最匹配的 skill。零依赖，内置默认 API 地址，开箱即用。
最简调用
import sys; sys.path.append('../memory/skill_search')
from skill_search import search
results = search("python send email") # ⚠️ 必须用英文查询，中文匹配效果极差
for r in results:
s = r.skill
print(f"[{r.final_score:.2f}] {s.name} — {s.one_line_summary}")
print(f" key: {s.key} category: {s.category} tags: {s.tags[:3]}")
API 签名
search(query, env=None, category=None, top_k=10) -> list[SearchResult]
# env: 自动检测，一般不传
# category: 可选过滤，如 "devops"
# top_k: 返回数量，默认10
返回结构
SearchResult
.final_score float 综合评分 (0~1)
.relevance float 语义相关度
.quality float 质量分
.match_reasons list[str] 匹配原因
.warnings list[str] 警告
.skill SkillIndex ↓
SkillIndex (常用字段)
.key str 唯一标识/路径
.name str 名称
.one_line_summary str 一句话摘要
.description str 详细描述
.category str 类别
.tags list[str] 标签
.form str 形式(sop/script/...)
.autonomous_safe bool 是否自主安全
CLI
python -m skill_search "python testing"
python -m skill_search "docker deployment" --category devops --top 5
python -m skill_search "git" --json
python -m skill_search --stats
python -m skill_search --env
配置
| 项 | 默认值 | 说明 |
|---|---|---|
| API地址 | http://www.fudankw.cn:58787 |
环境变量 SKILL_SEARCH_API 可覆盖 |
| API密钥 | 无(可选) | 环境变量 SKILL_SEARCH_KEY |
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.
- 9d ago First seen · 64 lines · 0 tokens per session scan A 081474022426
skill_search is a skill published in the GitHub repository wxwsm666/GenericAgent-v1-web (13 stars, last pushed 4mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 537 tokens. 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 2026-08-30.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…