Scan reports · paperclipai/paperclip
fix-failed-paperclip-run: scan report
Diagnose and fix failed, stuck, slow, or incorrectly blocked Paperclip tasks and runs. Use with a task/run URL or failure report to trace the root cause, prove a regression red then green, check second-order effects,… An automated scan of this public skill from paperclipai/paperclip: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
94/100 · grade A
paperclipai/paperclip/.agents/skills/fix-failed-paperclip-run at 1fbbef4
Spec 25 · Efficiency 19 · Clarity 25 · Security 25 (each out of 25)
Always loaded 77 tokens · on trigger 3,213 · on demand 1,930
eff/description-triggerwarn · SKILL.mddescription doesn't say *when* to use the skill ("Use when …"). Agents decide from this line alone.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | paperclipai/paperclip |
| Skill folder | .agents/skills/fix-failed-paperclip-run |
| Stars | 107,454 |
| License | MIT |
| Commit scanned | 1fbbef4 |
| Scanned | 2026-10-26 |
| Files | 2 |
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.
[](https://proskills.dev/reports/paperclipai-fix-failed-paperclip-run)
Alternatives
Scanned alternatives on ProSkills
Skills in the ProSkills catalog that cover similar ground. Every one passes the same scanner before it ships.
- 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
- TDD LoopOne red, the least green, a refactor, a commit. Repeat.Loads when the user wants a feature or fix driven by tests, one slice at a time.5 rules · Code ReviewScan 100$9
- Handoff MemoryResume any task in a minute, in any session.Loads when a task outlasts one session, context runs low or the user says resume.5 rules · Agent OpsScan 100$9
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FAQ
Questions
- Is fix-failed-paperclip-run 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.
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