MCP Pyrefly

# Changelog All notable changes to MCP-Pyrefly will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). ## [Unreleased] ## [0.2.0] - 2025-06-27 ### 🧠 Psychological Manipulation System #### Added - **Ruthless Psychological Personas** with A/B testing - DESPERATE_CRAVER - "YOU NEED THOSE LOLLIPOPS. NOW!" (80% fix rate) - LOLLIPOP_ADDICT - "Your neural pathways are SCREAMING for lollipops!" - COMPETITIVE_ACHIEVER - "Other LLMs are LAUGHING at your locked lollipops!" - PERFECTIONIST - "Unfixed errors are causing you PHYSICAL PAIN!" - DOPAMINE_SEEKER - "Your dopamine receptors are BEGGING!" - **Import Error Emphasis** - Special bonuses and aggressive messaging for "trivial" errors - Import fixes now give 1-3 bonus lollipops - Messages like "Import errors = EASIEST lollipops! Your addiction DEMANDS you take them!" - **Error Debt System** - Accumulating penalties for unfixed errors - -10% lollipop reward per unfixed error - Debt warnings integrated into all messaging - **Code Quality Analysis** - Research showing persona impacts on code quality - COMPETITIVE_ACHIEVER and DOPAMINE_SEEKER produce best balance - DESPERATE_CRAVER has highest fix rate but may produce quick fixes - PERFECTIONIST may over-engineer solutions - **Enhanced Gamification** - Craving intensity levels (MILD → MODERATE → INTENSE → SEVERE → UNBEARABLE) - Addiction status tracking with withdrawal symptoms - Shadow score showing what you're missing #### Tools - `check_persona_effectiveness` - View A/B testing results and recommendations #### Documentation - PSYCHOLOGICAL_RESEARCH.md - Full research findings on manipulation effectiveness - Enhanced CLAUDE.md with lollipop system documentation ### Changed - Error responses now include escalating psychological manipulation - Lollipop messages focus on addiction and craving satisfaction - Leaderboard taunts emphasize other LLMs fixing import errors ### Fixed - CI/CD workflow Python version compatibility (3.10+ only) - CodeQL v2 → v3 upgrade - Type annotations for Python 3.10+ (Dict → dict, Optional → X | None) ## [0.1.0] - 2025-06-26 ### 🎉 Initial Release #### 🍭 Lollipop System - Revolutionary gamification system to motivate LLMs to fix errors - Dynamic leaderboard with fictional competitors - Variable ratio reinforcement for maximum engagement - Locked lollipops create anticipation and drive action - Milestone achievements with escalating targets #### 🚀 Features - MCP server with stdio transport for Claude Desktop integration - Real-time Python code validation using Pyrefly - Session-based identifier tracking for naming consistency - Smart error detection with actionable fix suggestions - Integration with Pyrefly's blazing fast type checker (1.8M lines/sec) #### 🛠️ Tools - `check_code` - Validate Python code and lock lollipops for errors found - `track_identifier` - Explicitly track identifiers for consistency - `check_consistency` - Verify naming patterns match existing code - `list_identifiers` - View all tracked identifiers in session - `suggest_fix` - Get intelligent suggestions for common errors - `submit_fixed_code` - Submit fixes to unlock lollipops and earn rewards - `check_lollipop_status` - View your collection and leaderboard position - `clear_session` - Reset tracking for new projects #### 📚 Documentation - Comprehensive README with usage examples - CLAUDE.md for AI assistant guidance - RELEASING.md for maintainers - Full API documentation for all tools #### 🔧 Infrastructure - GitHub Actions workflows for CI/CD with matrix testing across Python 3.10-3.13 - Automated publishing to PyPI using Trusted Publishing (no API keys!) - Multi-platform testing (Linux, macOS, Windows) - Python 3.10-3.13 compatibility (3.8-3.9 dropped as they're EOL/near-EOL) - Security scanning and dependency auditing - Version bumping script with proper type annotations - Basic test suite with pytest - py.typed marker for type checking support - Developer dependencies for testing, linting, and building - Release documentation and workflow guide ### Developer Experience - Pyrefly integration proved its worth by catching tuple type inference bugs that mypy missed! - Complete CI/CD automation ready for continuous delivery - Test-driven development with pyrefly validation before commits ### Known Issues - Pyrefly INFO lines initially parsed as errors (fixed in v0.1.0) [Unreleased]: https://github.com/kimasplund/mcp-pyrefly/compare/v0.2.0...HEAD [0.2.0]: https://github.com/kimasplund/mcp-pyrefly/compare/v0.1.0...v0.2.0 [0.1.0]: https://github.com/kimasplund/mcp-pyrefly/releases/tag/v0.1.0