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Remove AI writing patterns from English text with academic-aware overrides. Auto-detects LaTeX context for passive voice, hyphenated compounds, title case, curly quotes handling.
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| name | paper-humanize |
| description | Remove AI writing patterns from English text with academic-aware overrides. Auto-detects LaTeX context for passive voice, hyphenated compounds, title case, curly quotes handling. |
| argument-hint | [<file-or-paste>] |
| disable-model-invocation | true |
| allowed-tools | Read Edit Skill |
Apply the 29 AI-writing-detection patterns from
references/humanizer_patterns.md to a chunk of English text, with
academic-aware overrides from references/humanizer_academic_overrides.md
when invoked inside a paper project (.paper-config.yml present).
This skill is disable-model-invocation: true. Users must invoke it
explicitly via /paper-humanize [<file-or-paste>]. Manual-only because
rewriting prose is destructive -- the user must consent.
.paper-config.yml.schema_version == 3, set
mode = "academic". Look for .paper-config.local.yml and let
humanizer.mode override the auto-detected mode.mode = "general". The skill still runs, but no
academic overrides apply.$ARGUMENTS:
humanizer_engine agent. Pass the text and the
detected mode.agents/humanizer_engine.md) and returns the cleaned text.| Mode | When | Patterns applied |
|---|---|---|
academic | .paper-config.yml found in cwd ancestor chain | 29 patterns minus 2 SKIP-conditional, with 10 MODIFY rules respecting academic overrides |
general | No .paper-config.yml found | All 29 patterns, no exceptions |
The two modes are documented fully in references/humanizer_academic_overrides.md.
This skill (academic-paper:paper-humanize) is namespaced and does NOT
conflict with the separate humanize plugin from humania-org. Use this
one inside paper projects, the other for general-purpose text.
/paper-draft <section> to apply the cleaned text back into a section/paper-compile to verify the LaTeX still builds after rewriting