Show HN: Claude Reflect – Auto-turn Claude corrections into project config (github.com)

A new self-learning system for Claude Code, dubbed "Claude Reflect," has been announced, enabling users to automatically capture corrections, feedback, and preferences during their interactions. This plugin allows these insights to be seamlessly integrated into CLAUDE.md and AGENTS.md files, enhancing customization and adaptability for future sessions. By executing the command `/reflect`, users can process queued learnings with a manual review mechanism, ensuring that only valuable corrections are retained and integrated. This development is significant for the AI/ML community as it emphasizes the importance of iterative learning in code generation tools. The system captures both positive feedback and corrections, which are quantified by confidence scores to prioritize significant learnings. With features like scanning historical sessions and deduplication of similar entries, Claude Reflect offers a streamlined way for developers to improve their interactions with AI, ensuring that the system evolves alongside user preferences. This autonomy not only enhances user experience but also fosters a more collaborative relationship between humans and AI.