deep-skill-finder: Real Tests Real Reviews find skills that Real Work

by wheelry · Agent Tool · ★ 172

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 74/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentagent-skillsaiai-agentai-toolsskill

Quick Facts

Stars172
Forks13
LanguagePython
CategoryAgent Tool
Quality Score74/100
Open Issues6
Last Updated2026-10-12
Created2026-06-30
Platformspython
Est. Tokens~14k

About deep-skill-finder

Deep Skill Finder English | 中文 What is this? Deep-skill-finder search powered by real execution and validation, not just follow creator claims deep-skill-finder crawls Skills across the web, builds an evaluable candidate pool, and uses multi-channel recall to precisely match the best-fit Skill for your current task.

Compatible Skills

These tools work well together with deep-skill-finder for enhanced workflows:

  • bria-skill — semantic(0.37)+complementary+same_lang+similar_pop+shared_platform (63%)
  • Skywork-Skills — semantic(0.36)+complementary+same_lang+similar_pop+shared_platform (63%)
  • skills — semantic(0.36)+complementary+same_lang+similar_pop+shared_platform (62%)

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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