ProSkillsLibraryFreePassScan

Scan reports · paperclipai/paperclip

create-runner-adapter: scan report

Add a new harness/provider integration to native Paperclip Runner, from requirements and protocol research through implementation, packaging, and real end-to-end acceptance. Use for new Runner adapters; legacy direct… An automated scan of this public skill from paperclipai/paperclip: security, token cost, spec and clarity, with every finding and its fix.

Result

Verdict

create-runner-adapter

91/100 · grade A

paperclipai/paperclip/.agents/skills/create-runner-adapter at 1fbbef4

Spec 21 · Efficiency 25 · Clarity 20 · Security 25 (each out of 25)

Always loaded 74 tokens · on trigger 1,342 · on demand 0

  • 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:28References AGENTS.md, which isn't in the skill folder.

Where it comes from

Source

FactValue
Repositorypaperclipai/paperclip
Skill folder.agents/skills/create-runner-adapter
Stars107,454
LicenseMIT
Commit scanned1fbbef4
Scanned2026-10-26
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 91/100](https://proskills.dev/badge?score=91)](https://proskills.dev/reports/paperclipai-create-runner-adapter)

Same repository

More from paperclipai/paperclip

All 40 skills from paperclipai/paperclip

FAQ

Questions

Is create-runner-adapter 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 1fbbef4 on 2026-10-26. 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.