self-improving-agent
✓A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolve the codebase. Auto-triggers on skill completion/error with hooks-based self-correction.
Installation
SKILL.md
"An AI agent that learns from every interaction, accumulating patterns and insights to continuously improve its own capabilities." — Based on 2025 lifelong learning research
This is a universal self-improvement system that learns from ALL skill experiences, not just PRDs. It implements a complete feedback loop with:
| SimpleMem | Efficient lifelong memory | Pattern accumulation system | | Multi-Memory Survey | Semantic + Episodic memory | World knowledge + experiences | | Lifelong Learning | Continuous task stream learning | Learn from every skill use | | Evo-Memory | Test-time lifelong learning | Real-time adaptation |
A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolve the codebase. Auto-triggers on skill completion/error with hooks-based self-correction. Source: charon-fan/agent-playbook.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/charon-fan/agent-playbook --skill self-improving-agent- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is self-improving-agent?
A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolve the codebase. Auto-triggers on skill completion/error with hooks-based self-correction. Source: charon-fan/agent-playbook.
How do I install self-improving-agent?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/charon-fan/agent-playbook --skill self-improving-agent Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/charon-fan/agent-playbook
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01