algorithm-engineer-quality-gate

What problem does it solve? Delivering algorithm engineering artifacts without a structured review leads to missing evidence, unverified claims, and unclear handoffs. This Skill provides a repeatable quality gate that checks artifacts against evidence, acceptance criteria, and install usefulness before delivery. ## Core Features & Use Cases - Evidence Verification: Confirms each major claim in an artifact has supporting evidence or an explicit assumption. - Acceptance & Demo Checks: Validates that the artifact matches the request and that a first-use demo produces a useful result. - Ranked Blocker Reporting: Flags missing tests, sources, or owner handoffs and returns ranked blockers with safe fixes. - Use Case: Before handing off a model evaluation report in an algorithm engineering pack, run this gate to confirm every metric claim is backed by evidence and receive a prioritized list of blockers to resolve. ## Quick Start Ask the agent to run the quality gate on the current algorithm engineering artifact and return ranked blockers with evidence and next actions.