Individual skill
humanize
Use when a manuscript or response-to-reviewers letter reads as AI-written. Scans for 27 AI writing patterns and rewrites flagged passages, preserving technical accuracy and bounding how much text changes. Not general copy-editing; that is /polish-language.
skills/humanize/SKILL.md
Source commit cc462bc2069064b557c2fea12a1f83ed1fe67f66
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 373
- Repository last updated
- Nov 2, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- biostatistics Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- clinical-research Repository topic
- diagnostic-accuracy Repository topic
- literature-review Repository topic
- manuscript Repository topic
- medical-ai Repository topic
- medical-research Repository topic
- meta-analysis Repository topic
- writing Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 11,702 bytesSKILL.mdcore · 11,702 bytesSKILL.mdcore · 11,702 bytesSKILL.mdcore · 11,702 bytesSKILL.mdcore · 11,702 bytesSKILL.mdcore · 11,702 bytesSKILL.mdcore · 11,702 bytesSKILL.mdcore · 11,702 bytesreferences/ai_patterns.mddoc · 42,110 bytesscripts/check_rewrite_fidelity.pyruns · 23,451 bytesscripts/check_sentence_variety.pyruns · 10,498 bytesskill.ymlasset · 1,450 bytestests/fixtures/fidelity_assign_after_ineq.mddoc · 257 bytestests/fixtures/fidelity_assign_after_same.mddoc · 233 bytestests/fixtures/fidelity_assign_after_swap.mddoc · 253 bytestests/fixtures/fidelity_assign_before.mddoc · 253 bytestests/fixtures/fidelity_cite_after_keyswap.mddoc · 261 bytestests/fixtures/fidelity_cite_after_locator.mddoc · 261 bytestests/fixtures/fidelity_cite_after_moved.mddoc · 261 bytestests/fixtures/fidelity_cite_after_same.mddoc · 270 bytestests/fixtures/fidelity_cite_before.mddoc · 261 bytestests/fixtures/fidelity_reorder_after.mddoc · 208 bytestests/fixtures/fidelity_reorder_before.mddoc · 208 bytestests/fixtures/fidelity_swap_after.mddoc · 279 bytestests/fixtures/fidelity_swap_before.mddoc · 279 bytestests/fixtures/rewrite_after_bounded.mddoc · 815 bytestests/fixtures/rewrite_after_numdrift.mddoc · 804 bytestests/fixtures/rewrite_after_wholesale.mddoc · 1,265 bytestests/fixtures/rewrite_before.mddoc · 1,095 bytestests/fixtures/rewrite_direction_after_flip.mddoc · 170 bytestests/fixtures/rewrite_direction_after_minus.mddoc · 172 bytestests/fixtures/rewrite_direction_after_same.mddoc · 173 bytestests/fixtures/rewrite_direction_before.mddoc · 176 bytestests/fixtures/variety_long_within_bound.mddoc · 1,470 bytestests/fixtures/variety_mixed.mddoc · 1,613 bytestests/fixtures/variety_overlong.mddoc · 1,678 bytestests/fixtures/variety_uniform.mddoc · 1,581 bytestests/test_rewrite_fidelity.shruns · 10,547 bytestests/test_sentence_variety.shruns · 4,522 bytes
Read excerpt
# Humanize Skill
This skill only removes AI patterns; it does not perform general copy-editing, evaluate
scientific quality, check journal formatting, or translate.
Read `${CLAUDE_SKILL_DIR}/references/ai_patterns.md` at the start of every session, before
scanning: the definitions, watch words, examples, detection greps, per-pattern fixes and the
section-by-section priorities for all 27 patterns live only there.
---
## Workflow
### Phase 1: Scan