logo
Free, unlimited AI code reviews that run on commit
git-lrc git-lrc GitHub Install Now We'd appreciate a star git-lrc - Free, unlimited AI code reviews that run on commit | Product Hunt git-lrc - Free, unlimited AI code reviews that run on commit | Product Hunt

paiml-mcp-agent-toolkit

Professional project scaffolding toolkit with zero-configuration AI context generation, template generation for Rust/Deno/Python projects, and hybrid neuro-symbolic code analysis.

Author

paiml-mcp-agent-toolkit logo

paiml

No License

Quick Info

GitHub GitHub Stars 85
NPM Weekly Downloads 0
Tools 1
Last Updated 2026-02-19

Tags

toolkitscaffoldingpaimlconfiguration aiscaffolding toolkitagent toolkit

PMAT Documentation

Welcome to the PMAT (Pragmatic AI MCP Agent Toolkit) documentation.

📚 Documentation Structure

Core Documentation

  • SPECIFICATION.md - Complete system specification (source of truth)
  • CLAUDE_CODE_AGENT.md - Claude Code Agent Mode user guide (v2.12.0)
  • DISTRIBUTION_STATUS.md - Multi-ecosystem distribution status and automation
  • DOCUMENTATION_STRUCTURE.md - Documentation organization guide

Active Documentation

Architecture & Design

  • architecture/ - System architecture and design decisions
  • ARCHITECTURE.md - High-level architecture overview
  • decisions/ - Architecture Decision Records (ADRs)

Development

  • execution/ - Sprint planning and execution
  • roadmap.md - Development roadmap with task tracking
  • quality-gates.md - Quality enforcement standards
  • velocity.json - Sprint velocity metrics

Features

  • features/ - Feature documentation
  • README.md - Feature overview
  • claude-agent-sdk-guide.md - Claude Agent SDK Integration Guide
  • Individual feature guides for each major capability

User Guides

  • guides/ - User and integration guides
  • interfaces-overview.md - CLI, MCP, HTTP interfaces
  • refactor-auto-guide.md - Automated refactoring guide
  • github-actions-quality-gate.md - CI/CD integration

Operations

  • operations/ - Operational documentation
  • configuration.md - Configuration guide
  • error-handling.md - Error handling patterns
  • telemetry.md - Monitoring and telemetry

Quality & Testing

  • quality/ - Quality standards and metrics
  • standards.md - Code quality standards
  • testing/ - Testing documentation
  • property-based.md - Property-based testing guide
  • integration.md - Integration testing
  • performance.md - Performance testing

Specifications

  • specifications/ - Feature specifications
  • roadmap-todo-quality-gate-spec.md - Roadmap management spec

Release Information

  • release-process.md - Release workflow and procedures
  • release_notes/ - Recent release notes (v2.x+)
  • /CHANGELOG.md - Complete version history

Development Planning

  • todo/ - Future development specifications
  • Active specifications for upcoming features
  • archive/ - Completed or deprecated specs

Reference

  • cli-reference.md - CLI command reference
  • bugs/ - Known issues and bug reports
  • archived/ - Resolved issues

🗄️ Archived Documentation

Historical and deprecated documentation has been moved to the archive: - archive/ - Archived documentation - ARCHIVE_INDEX.md - Archive navigation guide - pre-v2.0/ - Pre-2.0 version documentation - Historical release notes, implementation docs, and deprecated features

🚀 Quick Start

  1. New Users: Start with SPECIFICATION.md for system overview
  2. Developers: Check execution/roadmap.md for current tasks
  3. Contributors: Review quality/standards.md for quality requirements
  4. Integrators: See guides/interfaces-overview.md for API details

📖 Documentation Standards

All documentation follows these principles: - Single Source of Truth: SPECIFICATION.md is the authoritative reference - Version Synchronized: Documentation updates required with code changes - Quality Enforced: Pre-commit hooks ensure documentation quality - Toyota Way Aligned: Continuous improvement (Kaizen) approach

🔗 External Resources


Last Updated: 2025-01-21 | Version: 2.94.0

See Also

`