humanizer

humanizer is a Writing style & humanising skill for AI agents, published by MODSetter in the SurfSense repository on GitHub. Skillspace rates humanizer D (63/100) and it passed the safety scan; a judge model has also reviewed it.

Rewrite AI-sounding text so it reads naturally without changing what it says. Use when editing or reviewing prose for inflated claims, sales language, vague sources, repetitive structure, stock AI words, passive voice, filler, or chatbot artifacts. Based on Wikipedia's "Signs of AI writing."

Grade
D
Quality
63 / 100
Safety
Passed
GitHub stars
16,136

Placed #2 of 2 when judged against its near-duplicates in Writing style & humanising.

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
80 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.

Judge review

Placed #2 of 2 when judged against its near-duplicates in Writing style & humanising.

  • Trigger3030
  • Instructions9292
  • Specificity9292
  • Safety9090
  • Disclosure5050
  • Maintenance7272
Sharper content overall, with real before/after examples and an explicit no-fabrication rule, but the YAML description is blank, gutting discoverability.

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • 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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