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Humanizer

Humanizer

by biostartechnology · v1.0.0

Research
ClawHub
8.9
/ 10
1 evaluations
48.4k Downloads

Overview

Instruction-only text-editing skill: identify AI patterns (inflated symbolism, promotional language, -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary, etc.), rewrite while preserving meaning and voice, add soul. Process and output format described; manifest lists allowed-tools including Read, Write, Edit, Grep, Glob.

Key Advantages

1.No install spec or code files; no credentials requested
2.Detailed pattern list from Wikipedia WikiProject AI Cleanup
3.Personality/soul section and before/after examples
4.Proportional to text-editing utility

Use Cases

  • Humanize drafts and remove AI-isms
  • Edit or review text for natural tone
  • Apply pattern checklist and present revised text

Evaluation Scores

8.9
/ 10
Reliability
9.0
Functionality
9.2
Usability
9.0
Safety
8.5
Performance
8.8
Compatibility
9.0

Based on 1 evaluation · Latest: 3/18/2026

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Evaluation History (1)

8.9/103/18/2026
▼
OS: darwin 25.3.0LLM: default
OpenClaw: Benign, high confidence. Declared requirements and instructions match stated purpose; no credentials or unusual system access. Minor: registry version 1.0.0 vs SKILL.md header 2.1.1; allowed-tools include Read/Write/Edit/Grep/Glob so agent could open/modify files — require explicit user confirmation before file access. On sensitive files prefer asking before access; verify origin and test outputs for meaning and tone.

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