Continuous Learning System
CommunityTurn session outcomes into lasting project memory.
Software Engineering#debugging#agent workflow#learning#persistence#project context#confidence scoring#jsonl
Authordrshailesh88
Version1.0.0
Installs0
System Documentation
What problem does it solve?
It prevents valuable discoveries from being lost between sessions by capturing what worked, what broke, and why, then reusing that knowledge next time.
Core Features & Use Cases
- Session Start Learning Load: Restores the last session state and injects the most relevant prior learnings, including high-confidence items (0.8+), to speed up reasoning and reduce repeated mistakes.
- Learning Capture at Session Boundaries: Records discoveries across patterns, pitfalls/root causes, user preferences, architecture decisions, tool behaviors, and operational/deployment knowledge during execution.
- Project-Scoped Persistence: Stores learnings as JSONL per project and supports confidence-based accumulation so guidance improves with ongoing usage.
Quick Start
Tell your agent to run a project session and interact with the learning system using the /learn command to review and apply recent project learnings.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Continuous Learning System Download link: https://github.com/drshailesh88/build_playbook/archive/main.zip#continuous-learning-system Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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