Skillsaw: Lints the files that steer your AI coding agents
Skillsaw lints the files that steer your AI coding agents: skills, plugins, CLAUDE.md, and AGENTS.md. It catches weak language, contradictions, attention dead zones, and structural issues with more than 40 rules, then auto-fixes them.
Keep your skills sharp.¶
skillsaw lints the files that steer your AI coding agents: skills, plugins, CLAUDE.md, and AGENTS.md. It catches weak language, contradictions, attention dead zones, and structural issues with more than 40 rules, then auto-fixes them.
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Content Intelligence
Research-backed rules that catch weak language, tautological instructions, attention dead zones, embedded secrets, contradictions, and more.
Agent-Friendly Fixes
Deterministic autofixes via skillsaw fix; a Skills plugin guides coding agents through the rest — see demo below.
Extensible
Custom rules, pip-installable rule plugins, and per-rule thresholds tailor skillsaw to your project.
CI-Ready
GitHub and GitLab integration with inline PR comments, deduplication, and automatic thread resolution.
Scaffolding
skillsaw add generates plugins, skills, commands, agents, and hooks with best-practice structure.
Documentation
skillsaw docs generates HTML or Markdown documentation for your plugins and marketplaces.