Use cases

• Paste a public GitHub repository URL before installing or recommending a third-party AI Skill.
• Review SKILL.md structure, README context, root files, license, maintenance freshness, and common risk patterns in one pass.
• Use the generated checklist to decide which scripts, references, or install steps need manual reading.

Review notes

• The analyzer runs without Cloud Functions or a paid backend; the visitor's browser calls public GitHub endpoints.
• GitHub may receive normal web request information such as IP address, browser details, requested repository URLs, and timing.
• GitHub rate limits public unauthenticated requests, so heavy repeated analysis may temporarily fail.
• A strong score is not a safety guarantee. It means the repository has clearer review signals.

Local-first handling

This page is built as a browser utility. Inputs are processed in the page where possible, with no account requirement and no intentional upload step for the tool workflow.

Good fit

• Paste a public GitHub repository URL before installing or recommending a third-party AI Skill.
• Review SKILL.md structure, README context, root files, license, maintenance freshness, and common risk patterns in one pass.
• Use the generated checklist to decide which scripts, references, or install steps need manual reading.

Before copying results

• The analyzer runs without Cloud Functions or a paid backend; the visitor's browser calls public GitHub endpoints.
• GitHub may receive normal web request information such as IP address, browser details, requested repository URLs, and timing.
• GitHub rate limits public unauthenticated requests, so heavy repeated analysis may temporarily fail.

Use a stricter workflow

If the context includes production secrets, customer records, private research material, or executable scripts, redact first and use a stricter human review workflow.