Warp builds self-improving agents on Claude

Warp built a self-improving agent framework on Claude using two file-based skills: a base skill for domain knowledge and an improver skill that turns human feedback into reviewable updates. The pattern runs across Warp's open-source repo for nearly 1M developers.