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Nimblique Studio

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A small contract for reviewing agent tool calls before they run

Agent tool calls are easiest to trust when the review boundary is designed before the integration.

The useful question is not “can the agent call this tool?” It is: what evidence lets an operator understand the requested action, apply a policy, and decide whether it should proceed?

Define a narrow input contract

Capture the tool name, input fields, caller or workflow context, and the intended effect. Reject unknown fields or unsupported operations explicitly. A consistent input shape is more useful than a permissive interface that silently guesses.

Make the policy result explainable

An allow/block/review decision should include the policy or rule reference, the matched condition, a risk level, and a recommended next action. “Blocked” without context only moves debugging out of the system.

Keep traces separate from authority

A trace record helps an operator reconstruct what happened. It should not become implicit permission for the next call. Re-evaluate the current request against the current policy rather than using past acceptance as a blanket grant.

Exercise failure fixtures

Test missing policy fields, malformed manifests, unsupported tool calls, ambiguous identities, and operations that require a human decision. The important outcome is a safe, legible failure—not a clever fallback.

State the boundary honestly

A developer tool can help teams inspect tool-call evidence. It does not certify a system, provide legal advice, or replace security review, access controls, and operational ownership.

These independently available evaluation tools cover complementary boundaries:

Find them here if they fit a review-first engineering workflow. They are separate products, not a bundle; validate the interfaces and outputs in your own environment before relying on them.

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