eval-harness

Coordinate eval-driven development with structured evaluations and multiple graders for Claude Code sessions.

8|1|Updated Dec 6, 2025
One-click install
npx skills add https://github.com/zzh0u/gojet --skill eval-harness-zzh0u
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: eval-harness
Source: https://github.com/zzh0u/gojet/tree/main/.claude/skills/eval-harness
Command: npx skills add https://github.com/zzh0u/gojet --skill eval-harness-zzh0u

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Formalizes the evaluation process for Claude Code sessions, enabling eval-driven development and rigorous verifications.

Core Features & Use Cases

  • Structured Evals: Capability, regression, and model-based evaluations to guide AI development.
  • Multiple Graders: Code-based, model-based, and human graders for robust assessment.
  • Eval Storage & Governance: Centralized storage of eval definitions, baselines, and reports to track progress over time.

Quick Start

Define a new evaluation with a feature-name, run the evaluation checks, and review the resulting report.

Frequently Asked Questions about eval-harness

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

FAQPage Schema
How do I set up regression evals for Claude Code sessions?

To set up regression evals for Claude Code sessions, you need a defined evaluation structure that applies diverse graders across code changes and integration steps. This framework coordinates eval-driven development by formalizing the verification process.

What is eval-driven development and how does it apply to capability evaluations?

Eval-driven development is a process that uses formal capability evaluations to guide AI development. It requires a defined eval structure and multiple graders, including code-based, model-based, and human graders, to rigorously verify code changes and prompts.

Can I use a model grader alongside code-based and human graders for prompt evaluation?

Yes, you can use a model grader alongside code-based and human graders. The framework supports multiple graders to provide robust assessment for capability, regression, and model-based evaluations across prompts and integration steps.

How do I store evaluation baselines and reports for eval-driven development?

You can store evaluation baselines and reports using a centralized storage pattern. This governance approach tracks eval definitions and baselines over time, ensuring you can monitor progress and maintain rigorous verifications across sessions.

Does the evaluation framework work without external dependencies?

Yes, the evaluation framework operates without external dependencies. It coordinates eval-driven development natively within Claude Code sessions, requiring only a defined eval structure and diverse graders to function effectively across code changes.