CalibratedDecisions.

Repo · Safety & guardrails

Tiny Bouncer

Screens shell commands that LLM agents request in the OpenCode V2 harness: each command goes to TypeSafe Jev (default) for a judgment, and code…

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From the repository

A Classifier for AI Agent Shell Commands, Powered by Decision Models or LLMs

agentic-aiaiclassificationdecision-modelsjevllmsafetysystemone

How builders describe it

Screens shell commands that LLM agents request in the OpenCode V2 harness: each command goes to TypeSafe Jev (default) for a judgment, and code thresholds turn the probabilities into allow, deny or the normal interactive prompt; it fails safe to asking and never grants permission your config denies.

The decision Jev makes

Allow, flag or escalate a message, tool call or action.

Where it fits

Screening messages, tool calls and outputs before they cause trouble. Jev gives a fast, calibrated verdict that can sit in front of every request or agent action. All 229 safety & guardrails projects →

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