gsd-eval-review

Audit completed AI phase evaluation coverage and produce a scored remediation plan.

4|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/electroheadfx/efx-mux --skill gsd-eval-review-electroheadfx
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gsd-eval-review
Source: https://github.com/electroheadfx/efx-mux/tree/main/.codex/skills/gsd-eval-review
Command: npx skills add https://github.com/electroheadfx/efx-mux --skill gsd-eval-review-electroheadfx

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you verify whether a completed AI phase was evaluated according to its intended strategy, so you can catch missing coverage before issues escape into production.

Core Features & Use Cases

  • Coverage Audit: Checks whether the evaluation plan from AI-SPEC.md was actually implemented.
  • Gap Analysis: Identifies missing tests, incomplete metrics, and weak validation areas in a finished phase.
  • Remediation Planning: Produces an EVAL-REVIEW.md that summarizes score, verdict, gaps, and concrete next steps.
  • Use Case: After a model phase ships, use this Skill to confirm the evaluation process was comprehensive and to document exactly what must be improved.

Quick Start

Use the gsd-eval-review skill to audit the last completed phase and generate an EVAL-REVIEW.md remediation plan.

Frequently Asked Questions about gsd-eval-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit whether a completed AI phase followed its evaluation strategy?

To audit whether a completed AI phase followed its evaluation strategy, you can review the AI-SPEC.md and phase artifacts against the intended evaluation plan. This coverage audit identifies missing tests and weak validation areas to produce a scored remediation plan.

What is the best way to identify missing test coverage and evaluation gaps after a model phase ships?

The best way to identify missing test coverage and evaluation gaps after a model phase ships is to conduct a retrospective gap analysis. By comparing completed phase artifacts against the original evaluation planning documentation, you can pinpoint incomplete metrics and weak validation areas that require remediation.

Do I need AI-SPEC.md and workflow references to perform an evaluation coverage review?

Yes, you need AI-SPEC.md and workflow references to perform an evaluation coverage review. Access to these specification files alongside completed phase artifacts is required to verify whether the intended evaluation strategy was actually implemented and to document the necessary remediation steps.

How does a remediation plan help fix quality assurance gaps in AI phase documentation?

A remediation plan helps fix quality assurance gaps by summarizing the audit score, verdict, and identified weaknesses into an EVAL-REVIEW.md document. It provides concrete next steps to address missing tests and incomplete metrics found during the retrospective evaluation coverage review.

Can I use a coverage audit for retrospective reviews of phase execution and evaluation planning?

Yes, you can use a coverage audit for retrospective reviews of phase execution and evaluation planning. By analyzing phase artifacts and quality assurance documentation, the audit confirms whether the evaluation process was comprehensive and documents exactly what must be improved.