TL;DR of the paper, generated automatically.

arXiv paper: a repair layer for LLM CAD agents.

• What it does: tracks requirements, searches local edits, reuses past repairs.
• Results: per the paper, removing persistent state nearly halves recovery score.
• Reuse: pre-filled skill store cuts retries, token cost, and latency.