stop-slop

stop-slop is a Writing style & humanising skill for AI agents, published by jonathanmalkin in the jules repository on GitHub. Skillspace rates stop-slop D (66/100) and it passed the safety scan; the rating is based on static analysis only.

Structural audit for AI writing patterns. Catches paragraph-level tells that word-level checks miss: false agency, binary contrasts, dramatic fragmentation, narrator-from-a-distance, formulaic rhythm. Scores on 5 dimensions (35/50 threshold). Use on content pipeline output before publishing. Invoke with /stop-slop.

Grade
D
Quality
66 / 100
Safety
Passed
GitHub stars
59

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
84 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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