Agent Skill
Humanizer skill
humanizersoftaworks/agent-toolkitskills/humanizer/SKILL.md
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases. Credits: Original skill by @blader - https://github.com/blader/humanizer
always on
110 tokname + description
once used
3,705 tokSKILL.md body
bundled files
15 KB
repo stars
2.6kGitHub
Install the Humanizer skill
Skills CLI (Claude Code, Codex, Cursor and others)
npx skills add https://github.com/softaworks/agent-toolkit --skill humanizer
Claude Code, by hand (all projects)
git clone --depth 1 https://github.com/softaworks/agent-toolkit.git /tmp/agent-toolkit mkdir -p ~/.claude/skills cp -R /tmp/agent-toolkit/skills/humanizer ~/.claude/skills/humanizer
For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.
What it costs your context
Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.
| When | What loads | Cost |
|---|---|---|
| Every session | Name and description | 110 tok |
| When the agent uses it | The SKILL.md instructions | 3,705 tok |
| Only if opened | 1 bundled files (5 KB) | varies |
Until it is used, humanizer costs about 12× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 43 skills from softaworks/agent-toolkit would load 2,462 tokens of descriptions. Skills vs MCP study
Checks
Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.
Pre-approved tools (allowed-tools): Read, Write, Edit, Grep, Glob, AskUserQuestion. The agent can use these without asking while the skill is active.
Checked 2026-10-22 · method
What's inside
The headings of its SKILL.md. Read the full file on GitHub.
- Humanizer: Remove AI Writing Patterns
- Your Task
- PERSONALITY AND SOUL
- Signs of soulless writing (even if technically "clean"):
- How to add voice:
- Before (clean but soulless):
- After (has a pulse):
- CONTENT PATTERNS
- 1. Undue Emphasis on Significance, Legacy, and Broader Trends
- 2. Undue Emphasis on Notability and Media Coverage
- 3. Superficial Analyses with -ing Endings
- 4. Promotional and Advertisement-like Language
- 5. Vague Attributions and Weasel Words
- 6. Outline-like "Challenges and Future Prospects" Sections
- LANGUAGE AND GRAMMAR PATTERNS
- 7. Overused "AI Vocabulary" Words
- 8. Avoidance of "is"/"are" (Copula Avoidance)
- 9. Negative Parallelisms
- 10. Rule of Three Overuse
- 11. Elegant Variation (Synonym Cycling)
- 12. False Ranges
- STYLE PATTERNS
- 13. Em Dash Overuse
- 14. Overuse of Boldface
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