diagnose-why-work-stopped

diagnose-why-work-stopped is a Root-cause investigation skill for AI agents, published by paperclipai in the paperclip repository on GitHub. Skillspace rates diagnose-why-work-stopped F (51/100) and it passed the safety scan; the rating is based on static analysis only.

Diagnose stalled, looping, or over-recovered Paperclip issue trees and propose a no-code product-rule plan. Use when asked why work stopped, why it looped, or how to prevent a tree from going too deep.

Grade
F
Quality
51 / 100
Safety
Passed
GitHub stars
73,819

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
76 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
MIT
Adoption
Adopted by 1 other repositories, in 0 collections
Scope
Repo-internal: written for the repository it lives in. Diagnoses Paperclip's own issue trees and product rules

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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