General 561 installs

Eval Harness Skill

by affaan-m/everything-claude-code

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

Skill content

Eval Harness Skill

A formal evaluation framework for Claude Code sessions, implementing eval-driven development (EDD) principles.

When to Activate

- Setting up eval-driven development (EDD) for AI-assisted workflows

- Defining pass/fail criteria for Claude Code task completion

- Measuring agent reliability with pass@k metrics

- Creating regression test suites for prompt or agent changes

- Benchmarking agent performance across model versions

Philosophy

Eval-Driven Development treats evals as the "unit tests of AI development":

- Define expected behavior BEFORE implementation

- Run evals continuously during development

- Track regressions with each change

- Use pass@k metrics for reliability measurement