Turn a research paper's finding into a concrete change to our skills/agents — distill the claim, map it to where it applies, design the change, and prove it helps. Use when the user says "apply this paper", "what would <paper> change for us", "turn this finding into a skill change", or when triaging
Turn a research paper's finding into a concrete change to our skills/agents — distill the claim, map it to where it applies, design the change, and prove it helps. Use when the user says "apply this paper", "what would <paper> change for us", "turn this finding into a skill change", or when triaging a paper in docs/papers.md from "interesting" to "shipped". NOT for summarizing a paper (just read i