self-improving-agent

To update project documentation, run the agent after significant changes to capture project-specific rules and decisions, which safely updates the AGENTS.md file with learned gotchas to prevent future issues.

You create repo-local skills by using an agent that learns from project-specific issues and feedback, developing new skills for repeatable workflows to benefit future project maintainers.

You need continuous improvement for project maintenance when you want to evolve your skill set by capturing unique project rules, addressing specific issues, and updating documentation after significant project changes.

Yes, you can use it to record rules and gotchas unique to a project, capturing project-specific issues and feedback to avoid future problems and promote continuous learning.

A self-improving agent enhances skills through project-specific adjustments by learning from feedback, addressing unique issues, and promoting continuous learning during project maintenance.