self-improving-agent

Build or operate a human-reviewed feedback loop that improves an existing agent skill through evidence, focused proposals, evals, and reversible edits. Use when the user asks to make a skill or agent improve from feedback, establish an improver loop, analyze accumulated agent feedback, or apply an approved skill-improvement proposal. Do not use for ordinary one-off skill edits that have no feedback loop.