guicaulada/humanizer
home/dot_claude/exact_skills/humanizer/SKILL.md
Identifies and removes AI writing patterns from text to restore natural, human voice. Use when user mentions humanize, remove AI patterns, make it sound human, natural writing, AI writing cleanup, or deAI.
$ install --global
skillsauthnpx skillsauth add guicaulada/dotfiles humanizerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: May 7, 2026, 7:30 AM198.8s3 files scanned
SKILL.md
- name:
- humanizer
- description:
- Identifies and removes AI writing patterns from text to restore natural, human voice. Use when user mentions humanize, remove AI patterns, make it sound human, natural writing, AI writing cleanup, or deAI.
- allowed-tools:
- Read, Write, Edit
- user-invocable:
- true
- argument-hint:
- [text or file path]
Humanizer
Rewrites text to remove characteristic AI writing patterns and restore natural human voice. Based on Wikipedia's "Signs of AI writing" catalog (WikiProject AI Cleanup), covering 24 patterns across five categories.
Pattern Categories
| Category | Patterns | Key Signals | |--------------------|----------|----------------------------------------------------------------------------------| | Content | 1-6 | Significance inflation, promotional tone, vague attribution, formulaic structure | | Language & Grammar | 7-12 | Overused AI vocabulary, copula avoidance, synonym cycling, false ranges | | Style | 13-18 | Em dash overuse, mechanical boldface, emoji decoration, title case headings | | Communication | 19-21 | Chatbot artifacts, knowledge-cutoff disclaimers, sycophantic tone | | Filler & Hedging | 22-24 | Filler phrases, excessive hedging, generic positive conclusions |
Full pattern reference with before/after examples: patterns.md.
Workflow
Humanize
Trigger: "humanize", "remove AI patterns", "make it sound human", "natural writing", "deAI"
Read and follow humanize.md.
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