Self Improving Agent

This is a meta-programming experiment that lets an AI agent analyze and modify its own skill definitions based on task performance. It watches how well it completes tasks, then edits the SKILL.md files in its workspace to adjust system prompts, tool configurations, and behavior patterns. You'd use this if you're exploring autonomous improvement loops or want an agent that adapts its own instructions over time. The concept is interesting for research, but in practice you're introducing unpredictability into your agent's behavior, which most production use cases probably don't want. Worth trying if you're curious about self-modifying systems, but expect to babysit it.

Install to Claude Code

npx -y skills add alirezarezvani/claude-skills --skill self-improving-agent --agent claude-code