Score Any Public Repository Reproducibly with harness-maturity-analysis

Description and use

Use the ad‑hoc npm run score command to quickly assess a repository with harness‑maturity‑analysis, recording URL, SHA, scanner version, and output for reproducibility.

Problem

Evaluate how well a repository supports AI‑assisted development without contaminating research data.

Outcome

The ad‑hoc command outputs a maturity level, score, dimension breakdown, detected tooling, and unmet checks without modifying the corpus.

Workflow

• Clone harness‑maturity‑analysis repository
• Install dependencies with npm install
• Run npm run score -- <repo‑url-or‑path>
• Read maturity level, point total, dimension percentages, detected tooling, and unmet checks
• Record repository URL, commit SHA or tag, scanner version, command, output, date, and environment
• If reproducibility is required, use the corpus workflow to pin the commit and scanner version

Evidence

The command prints a maturity level, a point total, dimension percentages, detected tooling, and several unmet checks.

Source

The ad hoc runner reads the target and sends it to the scanner; it does not install dependencies or execute code from the repository being inspected.

Source

Record at least these values alongside the output: the repository URL; the commit SHA or tag inspected; the scanner version; the command and options used; the complete output; the date and environment.

Source