ProSkillsLibraryFreePassScan

Scan reports · paperclipai/paperclip

prepare-paperclip-pr: scan report

Prepare a Paperclip branch for PR with commits, template body, and checks. An automated scan of this public skill from paperclipai/paperclip: security, token cost, spec and clarity, with every finding and its fix.

Result

Verdict

prepare-paperclip-pr

82/100 · grade B

paperclipai/paperclip/.agents/skills/prepare-paperclip-pr at 2cc7992

Spec 21 · Efficiency 19 · Clarity 17 · Security 25 (each out of 25)

Always loaded 24 tokens · on trigger 923 · on demand 0

  • eff/description-trigger warn · SKILL.mddescription doesn't say *when* to use the skill ("Use when …"). Agents decide from this line alone.
  • clarity/examples warn · SKILL.mdNo examples or code blocks. One concrete input → output example improves consistency more than extra rules.
  • spec/broken-ref warn · SKILL.md:55References CONTRIBUTING.md, which isn't in the skill folder.
  • clarity/workflow info · SKILL.mdNo numbered workflow. Ordered steps make agents more reliable than prose.

Where it comes from

Source

FactValue
Repositorypaperclipai/paperclip
Skill folder.agents/skills/prepare-paperclip-pr
Stars103,099
LicenseMIT
Commit scanned2cc7992
Scanned2026-10-16
Files1

ProSkills doesn't host or redistribute this skill. Get it from its repository, and check the license before reusing it. Something wrong here? Open an issue for a rescan or removal.

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.

[![ProSkills scan 82/100](https://proskills.dev/badge?score=82)](https://proskills.dev/reports/paperclipai-prepare-paperclip-pr)

Same repository

More from paperclipai/paperclip

FAQ

Questions

Is prepare-paperclip-pr 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.

Related

Keep reading

Free tool

Scan your own skill

Paste a SKILL.md or drop a folder. It is scored in your browser and nothing is uploaded.

Want a skill that already passes? Start with a free one.