Capture durable user feedback into the governing skill/doc, or propose creating a new skill when no suitable one exists, so future sessions don't repeat the mistake. Use when the user rejects, reverts, or overrides the agent's output or approach on something a skill/doc covers or should cover, and when manually invoked to improve or create guidance.
How to install self-improve?
eai-org/agent-toolkit/self-improve
$npx -y skills add eai-org/agent-toolkit --skill self-improveInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/eai-org/agent-toolkit" --skill "eai-org/agent-toolkit/self-improve"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/eai-org/agent-toolkit" that are relevant to the current task. Run `npx skills add "https://github.com/eai-org/agent-toolkit"` and select the relevant skills, then follow their instructions.
Related
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- ask-mattAsk which skill or flow fits your situation. A router over the skills in this repo.Jul 2026
- paperclip-create-agentCreate new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft…Jul 2026
