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When built with --assisted-shell and ran with --advise, the kamchatka agent classifies shell commands, providing the user with a quick, color-coded safety rating for each command that a model wants to run.
Agent-ergonomic CLI following the AXI conventions that gives coding agents Jev judgments for blocking risky tool calls, screening fetched content for prompt injection, triaging build logs, flagging risky diffs, and filtering or ranking many items; its own benchmark found agents using it read fewer files but cost the same, so it is meant for judgments rather than as a substitute for reading code.
Claude Code Stop hook that checks the transcript for evidence before trusting a "done" claim, spending one four-question Jev call only when files changed with no passing check since, and failing open on every error path.
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