Agent skill · Code Review & Quality

eval-harness

Evaluation harness for testing agent and skill quality through structured benchmarks, regression tests, and quality scoring.

a5c-aigithub.com/a5c-aiGitHub ↗
claude-codecodexcan modify filesMIT
Install
npx skills add a5c-ai/babysitter --skill eval-harness --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 2 KB
Bundled scripts: none
Allowed tools: ReadWriteEditBashGrepGlob
Path: library/methodologies/everything-claude-code/skills/eval-harness/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 1,642
Language: JavaScript

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

- Define test cases with known-correct outputs - Run agent against each test case - Score: accuracy, completeness, relevance - Compare against baseline performance - Track performance over time ### 2. Skill Quality Testing - Verify skill instructions produce expected outcomes - Test edge cases and boundary conditions - Measure consistency across multiple runs - Check for harmful or incorrect outputs - Validate against ground truth ### 3. Regression Suite - Collection of previously-passing test cases - Run after any agent/skill modification - Flag regressions with before/after comparison - Maintain pass rate threshold (>= 95%) ### 4. Process Verification - End-to-end process execution with known inputs - Verify each phase produces expected outputs - Check task ordering and dependency satisfaction - Measure total execution time ## Quality Scoring ### Accuracy Score (0-100) - Correctness of output vs expected - Partial credit for partially correct outputs - Penalty for hallucinated or fabricated content ### Completeness Score (0-100) - Coverage of required output elements - Missing sections flagged and scored - Bonus for useful additional context ### Consistency Score (0-100) - Run sa

What's inside
Steps it walks through
  1. 2. Skill Quality Testing
  2. 3. Regression Suite
  3. 4. Process Verification
  4. Quality Scoring
  5. Accuracy Score (0-100)
  6. Completeness Score (0-100)
  7. Consistency Score (0-100)
  8. Composite Score
  9. When to Use
  10. Agents Used
Ships with 1 file
  • README.md
More from babysitter
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About this skill
What does the eval-harness skill do?

Evaluation harness for testing agent and skill quality through structured benchmarks, regression tests, and quality scoring.

How do I install it?

Run `npx skills add a5c-ai/babysitter --skill eval-harness --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From a5c-ai/babysitter, a repository with 1,642 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going