Scan reports · paperclipai/paperclip
test-audit: scan report
Garden the test suite by finding and removing redundant, vacuous, or implementation-coupled tests while preserving useful regression coverage. Use for test audits, test pruning, duplicate coverage, or reducing CI test… An automated scan of this public skill from paperclipai/paperclip: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
95/100 · grade A
paperclipai/paperclip/.agents/skills/test-audit at 2cc7992
Spec 25 · Efficiency 25 · Clarity 20 · Security 25 (each out of 25)
Always loaded 74 tokens · on trigger 913 · on demand 5,360
clarity/exampleswarn · SKILL.mdNo examples or code blocks. One concrete input → output example improves consistency more than extra rules.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | paperclipai/paperclip |
| Skill folder | .agents/skills/test-audit |
| Stars | 103,099 |
| License | MIT |
| Commit scanned | 2cc7992 |
| Scanned | 2026-10-16 |
| Files | 7 |
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For maintainers
Badge for the README
If you maintain this skill, this badge shows its score and links to this report. Fix findings and the score moves with the next scan.
[](https://proskills.dev/reports/paperclipai-test-audit)
Alternatives
Scanned alternatives on ProSkills
Skills in the ProSkills catalog that cover similar ground. Every one passes the same scanner before it ships.
- Test WriterTests that fail before the fix and pass after.Loads when the user needs tests for new code or a bug fix.5 rules · Code ReviewScan 100$9
- Debug DetectiveRoot cause, not a patch. Regression test included.Loads when the user has a failing test, an error or a bug that regressed.5 rules · Code ReviewScan 100$9
- Cost CutterA cloud bill audit with dollar figures.Loads when the user wants to cut a cloud bill.5 rules · DevOps & CloudScan 100$12
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FAQ
Questions
- Is test-audit safe to install?
- No known risky patterns found. The scan covers prompt injection, hidden Unicode, remote code execution and credential access in every text file of the skill. It cannot judge intent, so read any flagged line in context before installing.
- How was this score calculated?
- Four checks of 25 points each: spec, efficiency, clarity and security. Findings take points off the check they belong to, and any critical finding caps the grade at F. The same scanner runs in your browser at proskills.dev/scan.
- Is this report current?
- It was made from commit 2cc7992 on 2026-10-16. If the skill has changed since, paste the new version into the scanner for a fresh score.
- I wrote this skill. Can I fix the score or have the page removed?
- Fix the findings and push. The reports are rebuilt from GitHub on a schedule, so the next run picks the change up. To have the page removed, open an issue on the ProSkills GitHub repo.
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