🐛 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.
npx playbooks add skill charon-fan/agent-playbook --skill self-improving-agent
About Self Improving Agent
Self Improving Agent specializes your AI coding agent in debugging — it 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.
At 30 words, this compact prompt gives your agent specialized debugging expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Systematically diagnosing production errors and crashes
- Tracing memory leaks and performance bottlenecks
- Debugging async race conditions and concurrency issues
- Root-cause analysis with structured logging
Example Prompts
System Prompt (30 words)
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.
Frequently Asked Questions
What is Self Improving Agent?
Self Improving Agent is a free debugging skill for AI coding agents. 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.. It provides a specialized system prompt that configures your agent with debugging expertise.
How do I use Self Improving Agent with Claude Code?
Run npx playbooks add skill charon-fan/agent-playbook --skill self-improving-agent in your terminal to install Self Improving Agent into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Self Improving Agent?
Self Improving Agent is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Self Improving Agent free to use?
Yes, Self Improving Agent is completely free and open source. The full source is available on GitHub at https://github.com/charon-fan/agent-playbook/tree/main/skills/self-improving-agent. You only need a subscription to the AI agent you use it with.
