rlxp-validate-candidate

What problem does it solve?

This Skill prevents invalid or out-of-scope reinforcement-learning candidates from being launched, reducing wasted runs, metric drift, and contract violations.

Core Features & Use Cases

• Schema and Identity Checks: Confirms the candidate matches the required format and the correct task and study identifiers.
• Scope and Safety Validation: Verifies changed files, metric invariance, budget limits, command resolution, lifecycle status, and reward or curriculum or domain-randomization safety rules.
• Launch Gate Enforcement: Rejects candidates that need additional probes, explicit exceptions, or approved rollout conditions before they can proceed.

Quick Start

Use the rlxp-validate-candidate skill to review this proposed candidate against the active contract and tell me whether it is safe to launch.