Shannon Framework for mission-critical AI development with 8D complexity analysis and wave orchestration
/plugin marketplace add krzemienski/shannon-framework
/plugin install shannon@krzemienski/shannon-framework
Shannon-aware project analysis with complexity assessment and confidence validation
Verify MCP configuration and provide setup guidance
Create, load, or manage execution checkpoints for recovery
Discover and catalog all available skills on system
Intelligent task execution with auto-context and research. One catch-all command: First time explores and caches, returning uses cache for speed, auto-detects when to research and when to spec. Handles any scenario intelligently.
Autonomous task execution with library discovery and validation
Honest gap analysis before claiming work complete - prevents premature completion
Execute implementation plan in batches with Shannon validation gates and review checkpoints. Loads plan with quantitative analysis, calculates complexity-based batch sizing, executes tasks with 3-tier validation, tracks metrics in Serena, reports progress quantitatively.
Generate project-specific custom instructions from project structure
Display comprehensive Shannon health dashboard with quantitative metrics across test quality, code quality, development velocity, skill effectiveness, and security. Real-time project health visualization with trend analysis and actionable recommendations.
Comprehensive project onboarding with deep codebase analysis and Shannon infrastructure setup
Track and analyze memory coordination patterns and evolution
Set and manage North Star goals with progress tracking
Unified session priming command - one command for complete context restoration
Restore project state from Serena MCP checkpoint
Generate Shannon-optimized project structure with functional test scaffolding
Analyze specification using Shannon 8D complexity framework
Display Shannon Framework status, version, MCP servers, and configuration
Automated prime → spec → wave workflow for complete task execution
NO MOCKS functional testing orchestration with platform detection
Deep debugging with sequential thinking, systematic debugging, and forced reading
Execute wave-based planning and execution with skill orchestration
Create detailed implementation plan with Shannon quantitative analysis. Generates comprehensive plans with complexity scoring, validation gates, MCP requirements, and bite-sized tasks. Plans saved to docs/plans/ with full quantitative metadata for systematic execution.
Automated code review for pull requests using multiple specialized agents with confidence-based scoring
Claude Agent SDK Development Plugin
Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification
Comprehensive toolkit for developing Claude Code plugins. Includes 7 expert skills covering hooks, MCP integration, commands, agents, and best practices. AI-assisted plugin creation and validation.