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.
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paiml
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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
- New Users: Start with SPECIFICATION.md for system overview
- Developers: Check execution/roadmap.md for current tasks
- Contributors: Review quality/standards.md for quality requirements
- 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
- Repository: github.com/paiml/paiml-mcp-agent-toolkit
- Crates.io: crates.io/crates/pmat
- Homepage: paiml.com
Last Updated: 2025-01-21 | Version: 2.94.0
