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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.