skillsaw: Keep your skills sharp. Intelligence for agent context

by stbenjam · Codex Skill · ★ 69

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

How to install skillsaw

uvx skillsaw
pip install skillsaw

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 71/100

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.

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.

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Quick Facts

Stars69
Forks16
LanguagePython
CategoryCodex Skill
LicenseApache-2.0
Quality Score71/100
Open Issues8
Last Updated2026-10-29
Created2026-05-07
Platformsclaude-code, codex, python
Est. Tokens~24k

About skillsaw

skillsaw Keep your skills sharp. 40+ rules catch weak language, contradictions, attention dead zones, and structural issues — then auto-fix them. Full documentation at skillsaw.org — supports Claude Code plugins, agentskills.io, CLAUDE.md, AGENTS.md, Cursor, Copilot, Gemini, Kiro, CodeRabbit, and more. Table of Contents [Quick Start](#quick-start

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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:

View on GitHub → Browse Codex Skill tools