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 joonlab/joonlab-claudecode-setting-for-share --skill skillsmp-searchgit clone --depth 1 https://github.com/joonlab/joonlab-claudecode-setting-for-shareWrote 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/joonlab/joonlab-claudecode-setting-for-share/skillsmp-search)<a href="https://agentmods.dev/skills/joonlab/joonlab-claudecode-setting-for-share/skillsmp-search"><img src="https://agentmods.dev/badge/skills/joonlab/joonlab-claudecode-setting-for-share/skillsmp-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/joonlab/joonlab-claudecode-setting-for-share/skillsmp-search"><img src="https://agentmods.dev/badge/skills/joonlab/joonlab-claudecode-setting-for-share/skillsmp-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 | $0.00050 | $0.01435 |
| Opus 5 | $0.00025 | $0.00718 |
| Sonnet 5 | $0.00010 | $0.00287 |
| Haiku 4.5 | $0.00005 | $0.00144 |
Grade A, and why
skillsmp-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 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 — 216 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SkillsMP Search
Overview
Provide programmatic access to the SkillsMP skills marketplace through REST API integration. This skill enables both keyword-based and AI semantic search capabilities to discover community-built AI skills. Use keyword search for exact terms and filtering, or AI search for natural language queries and semantic matching.
Setup
Before using this skill, set the SkillsMP API key as an environment variable:
Linux/Mac:
export SKILLSMP_API_KEY='your_api_key_here'
Windows (Command Prompt):
set SKILLSMP_API_KEY=your_api_key_here
Windows (PowerShell):
$env:SKILLSMP_API_KEY='your_api_key_here'
To obtain an API key, visit https://skillsmp.com/docs/api and click "Generate API Key".
When to Use This Skill
Invoke this skill when users:
- Ask to search for specific skills or capabilities (e.g., "Find a web scraping skill")
- Want to discover skills related to a topic (e.g., "What skills are available for automation?")
- Need to explore the SkillsMP marketplace programmatically
- Request natural language skill discovery (e.g., "How can I build a chatbot?")
- Want to find popular or recent skills in a specific domain
Core Capabilities
1. Keyword Search
Execute precise keyword-based searches with pagination and sorting options.
Use Cases:
- Finding skills by exact name or keyword
- Filtering results by popularity (stars) or recency
- Browsing paginated results for comprehensive discovery
Example Invocation:
python scripts/skillsmp_search.py keyword "web scraper" 1 20 stars
Parameters:
- Query: Search term (required)
- Page: Page number (default: 1)
- Limit: Results per page (default: 20, max: 100)
- Sort: 'stars' for popularity or 'recent' for newest
2. AI Semantic Search
Execute natural language queries using Cloudflare AI-powered semantic search.
Use Cases:
- Natural language skill discovery
- Finding skills by use case or problem description
- Semantic matching beyond exact keywords
What ships with it
2 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 · 216 lines · 50 tokens per session scan A 10e8d3951c90
skillsmp-search is a skill published in the GitHub repository joonlab/joonlab-claudecode-setting-for-share (10 stars, last pushed 1mo ago), licensed MIT. It adds 50 tokens to every session and 1,435 once invoked, about $0.0003 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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