Define and run eval-driven development criteria before coding.
npx skills add https://github.com/bereniketech/claude_kit --skill eval-harness-bereniketech
Please help me install this Agent Skill. Skill: eval-harness Source: https://github.com/bereniketech/claude_kit/tree/main/skills/core/eval-harness Command: npx skills add https://github.com/bereniketech/claude_kit --skill eval-harness-bereniketech
Defines a disciplined approach to development by requiring explicit eval definitions before implementation, turning tests into the evaluation framework that guides AI-assisted coding and guarantees measurable reliability.
Create a new eval definition at .claude/evals/<feature>.md and implement the feature to satisfy the defined criteria.
High-intent search queries and answers about installing and using this skill.
Implement eval-driven development by defining explicit capability and regression eval criteria before coding. This approach establishes measurable success metrics, ensuring AI-assisted software projects ship with quantifiable reliability and stability.
Measuring AI agent capability and regression metrics requires a structured evaluation suite capturing pass@k metrics. Defining these eval baselines prior to feature implementation quantifies progress and captures stability across agent changes.
Set up versioned evaluation artifacts by organizing eval definitions and baselines under the .claude/evals directory. This creates an auditable, repeatable governance process for tracking software delivery changes over time.
Yes, eval-first development works without external dependencies by using a frontmatter-based skill entrypoint. It transforms tests into a structured evaluation framework to guide AI-assisted coding directly within your project.
Define capability evals before writing code when you need clear, measurable success criteria for AI-assisted projects. This front-loaded evaluation approach guarantees reliability and prevents regressions in agent capabilities.
rongaredeEvaluate Claude Code sessions with capability and regression evals.
Steffen025Evaluate AI workflows with code-based graders and structured reporting.
ysyecustCodify and automate Claude Code session evaluations with pass@k metrics.
LazyNinja435Generate Given/When/Then test cases from requirements and acceptance criteria.
