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paimlpaimlOfficial·5 Agent Skills Included

paiml-mcp-agent-toolkit

Code quality analysis, technical debt tracking, and refactoring

Analyzes codebases for complexity, dead code, and technical debt across 25+ programming languages. Generates compressed codebase context, quality scores, and prioritized refactoring plans without manual code review. Enforces quality gates and pre-commit checks so teams catch defects before they reach CI.
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npx skills add paiml/paiml-mcp-agent-toolkit --all -g -y
Available:

Instructs your AI agent to run PMAT quality gates and semantic code search before every commit, follow contract-first rules, and self-correct using the autonomous verify loop.

All Skills in This Repository (5)

Pure Emerald Level Indicators
📦 In Repo
paimlpaiml

Technical Debt Tracking with PMAT

Detect SATD annotations, estimate debt hours, and generate trend reports.

Official
Advanced
📦 In Repo
paimlpaiml

Automated Refactoring with PMAT

Automate refactoring of multi-language codebases with PMAT and impact metrics.

Official
Advanced
📦 In Repo
paimlpaiml

Code Quality Analysis with PMAT

Analyze code quality and technical debt with PMAT metrics.

Official
Advanced
📦 In Repo
paimlpaiml

Deep Context Generation with PMAT

Generate compressed LLM-optimized codebase context with PMAT.

Official
Advanced
📦 In Repo
paimlpaiml

Multi-Language Project Analysis with PMAT

Analyze polyglot codebases to detect languages, assess distribution, and generate per-language reports.

Official
Advanced

Frequently Asked Questions

FAQPage Schema
How to install paiml-mcp-agent-toolkit?▼

Run `npx skills add paiml/paiml-mcp-agent-toolkit --all -g -y` in your terminal to install all skills in this suite globally.

How to measure technical debt in a codebase?▼

The tech-debt skill scans for TODO, FIXME, and HACK comments, estimates repayment hours, and tracks debt trends sprint over sprint.

Can PMAT analyze projects in multiple languages?▼

Yes. It supports 25+ languages including Rust, Python, TypeScript, Go, and Java, with unified quality metrics across the whole codebase.

Does PMAT work with Claude Code and other AI coding tools?▼

Yes. PMAT runs as an MCP server over stdio or HTTP, giving Claude Code, Cline, and similar tools direct access to 19 analysis commands.

How does PMAT help with refactoring?▼

It flags functions with high cyclomatic complexity, suggests proven refactoring patterns, and verifies improvement by comparing before-and-after metrics.

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