Summary
Most agents repeat the same mistakes because they're stateless. This skill gives you patterns for agents that actually learn: feedback loops that capture what worked and what failed, memory curation that turns session logs into actionable rules, and a promotion system that graduates proven patterns from MEMORY.md into enforced rules in CLAUDE.md. It's built as five sub-skills (Remember, Extract, Promote, Review, Status) that form an improvement cycle, plus scripts for pattern extraction and regression detection. Use this when you're building agents that run repeatedly and you're tired of watching them make the same errors. The core insight is solid: auto-memory captures everything, but curation is what makes it useful.
Install to Claude Code
npx -y skills add borghei/claude-skills --skill self-improving-agent --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
Select a file.
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
