aep-gen-eval

Evaluate artifacts using a generator/evaluator pattern with structured intermediates.

Updated May 18, 2026
One-click install
npx skills add https://github.com/memorysaver/project-understanding --skill aep-gen-eval
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aep-gen-eval
Source: https://github.com/memorysaver/project-understanding/tree/main/.agents/skills/aep-gen-eval
Command: npx skills add https://github.com/memorysaver/project-understanding --skill aep-gen-eval

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires agent-contracts, eval-protocol, scoring-framework, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides a generator/evaluator pattern for honest artifact validation, helping ensure quality in agent-produced work.

Core Features & Use Cases

  • Scoring Framework: Offers a scoring framework and evaluation protocol.
  • Agent Contracts: Defines generator and evaluator roles.
  • Standalone Usage: Directly invoke to run a gen/eval loop on any artifact.
  • Integration: Easily integrates with other skills like /aep-build, /aep-validate.

Quick Start

Run a gen/eval loop on a new code change using the 'aep-gen-eval' skill.

Frequently Asked Questions about aep-gen-eval

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

FAQPage Schema
How does a generator/evaluator pattern work for code review and artifact validation?

A generator/evaluator pattern for artifact validation separates production from quality assessment by assigning distinct agent roles to generate work and evaluate it. This ensures honest quality checks by using structured intermediates for communication between the evaluator and generator.

What's the best way to automate design validation and document assessments?

Automating design validation and document assessments is best handled by running a gen/eval loop using a dedicated scoring framework and evaluation protocol. This process evaluates artifacts directly against structured criteria to ensure honest quality checks.

Can I use agent contracts to enforce skill assessment protocols?

Yes, you can use agent contracts to enforce skill assessment protocols by defining specific generator and evaluator roles. This requires separate agents to handle generation and evaluation, communicating via structured intermediates to validate artifacts.

Does artifact validation require separate agent roles to function correctly?

Artifact validation using a generator/evaluator pattern requires separate agent roles for the generator and evaluator. This separation is necessary to ensure honest quality checks during code reviews, design validations, and document assessments.

How do I integrate a scoring framework with other build and validate skills?

You can integrate a scoring framework with other build and validate skills like /aep-build and /aep-validate. The evaluation protocol easily integrates into existing workflows to run a gen/eval loop on any new code change or artifact.