Collusion Sentinel for Agent Markets

The three tools have mostly distinct roles: audit inspects histories, certify runs a certification battery, and control_plan produces a remediation plan. However, audit and certify both assess collusion risk, so an agent could initially hesitate over which to use without reading descriptions closely.

All tools share the sentinel_ prefix and snake_case convention, making the set predictable. The only minor inconsistency is that audit/certify are verbs while control_plan is a noun phrase, but the pattern remains readable.

Three tools fit this narrow, specialized purpose well: detect, certify, and remediate. Each tool earns its place without obvious filler or missing surface area.

The surface covers the core lifecycle of auditing, certifying, and planning remediation for collusion risk. Minor gaps exist around retrieving or verifying an issued certificate, but agents can likely work around this using the returned certificate hash.