Protect the workflow. Don't stop the workflow.
Runnable public AI product evaluation harnesses, workflow gates, and proof pack.
A cognitive layer for Claude that tracks epistemic weight during complex working sessions: what is still a hypothesis, what has been decided, and what Claude generated but you have not validated yet.
Codex skill that keeps project files, chat context, operator instructions, working hypotheses, and model assumptions in separate cognitive layers, with a compact frame and optional PreToolUse hook.
Deterministic release gates for AI-agent runs, backed by synthetic fixtures.
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