self-improving-agent
AI agent that learns from interactions using multi-memory systems to continuously evolve its own skill guidance.
Install
npx skills add https://github.com/charon-fan/agent-playbook --skill self-improving-agentStats
| Total installs | 19,066 |
| Weekly installs | 19.0K |
| GitHub stars | 26 |
| First seen | Jan 22, 2026 |
| Source | @charon-fan/agent-playbook |
Summary
- Implements semantic, episodic, and working memory to extract patterns, abstract insights, and continuously evolve skill guidance across the codebase
- Auto-triggers on skill completion, errors, and session events via hooks-based integration; detects and corrects inaccurate guidance with traceable evolution markers
- Prioritizes updates across 10+ skill categories (PRD planning, architecture, API design, debugging, code review, performance, security, testing, deployment) based on pattern confidence and application frequency
- Consolidates feedback loops with user ratings, root cause analysis, and validation workflows to prevent over-generalization and maintain guidance accuracy
Tags
Related skills
| Skill | Installs | vs self-improving-agent |
|---|---|---|
| web-search | 16,454 | -2,612 |
| writing-skills | 26,782 | +7,716 |
| firecrawl | 20,012 | +946 |
| teach-impeccable | 31,200 | +12,134 |
| doc-coauthoring | 20,351 | +1,285 |
FAQ
- How many installs does self-improving-agent have?
- self-improving-agent has 19,066 total installs and 19.0K installs this week.
- Where is self-improving-agent hosted?
- self-improving-agent is published by @charon-fan/agent-playbook at https://github.com/charon-fan/agent-playbook.
- How many GitHub stars does self-improving-agent have?
- self-improving-agent has 26 GitHub stars.
- When was self-improving-agent first indexed?
- OrangeBot.AI first indexed self-improving-agent on Jan 22, 2026.
- How do I install self-improving-agent?
- Run: npx skills add https://github.com/charon-fan/agent-playbook --skill self-improving-agent