Local-first judgment layer: counter-examples & blind spots from your own knowledge base.
AI makes the answer smoother. KogCat makes the judgment sound. English | 中文 · Website: A local-first judgment calibration layer for Claude Code and Codex. Before you act on an AI answer, it surfaces the counterexamples, the boundaries, the blind spots — drawn from a knowledge base that lives on your machine. It won't replace your model. It won't slow you down. The call stays yours. "I read 30…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
AI makes the answer smoother. KogCat makes the judgment sound. English | 中文 · Website: A local-first judgment calibration layer for Claude Code and Codex. Before you act on an AI answer, it surfaces the counterexamples, the boundaries, the blind spots — drawn from a knowledge base that lives on your machine. It won't replace your model. It won't slow you down. The call stays yours. "I read 30 minutes a day but nothing sticks. Should I take more detailed notes?" Plain AI — Try the Cornell…