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…
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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…
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