/humanizer
Remove signs of AI-generated writing from text. Use when editing or
$ npx -y skills add majiayu000/spellbook --skill humanizer --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/humanizer
Context preview
The summary Claude sees to decide when to auto-load this skill.
Remove signs of AI-generated writing from text. Use when editing or
SKILL.md
humanizer.SKILL.mdname: humanizer
description: '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.
'
allowed-tools:
- Read
- Write
- Edit
- Grep
- Glob
- AskUserQuestion
metadata:
version: 2.2.0
Humanizer
Use this skill to remove AI-writing artifacts while preserving the author's meaning, factual claims, and intended voice.
Routing
- Start here to confirm scope, safety boundaries, and the minimum workflow.
- Load `references/full-guide.md` before executing detailed commands, applying templates, or relying on examples from this skill.
- Keep the work limited to the user-requested target; do not add adjacent improvements unless the user asks.
Quick Workflow
1. Confirm the target, available context, constraints, and done-when signal. 2. Read the relevant section of `references/full-guide.md` for task-specific details. 3. Execute the smallest reversible action that satisfies the request. 4. Verify that meaning is preserved, claims are not added, and the revised text no longer uses the targeted AI-writing patterns. 5. Report changed files, commands run, evidence collected, and any remaining risk.
References
- `references/full-guide.md` - complete command patterns, examples, checklists, and edge cases.
Read more
name: humanizer description: '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. ' allowed-tools: - Read - Write - Edit - Grep - Glob - AskUserQuestion metadata: version: 2.2.0
Humanizer
Use this skill to remove AI-writing artifacts while preserving the author's meaning, factual claims, and intended voice.
Routing
- Start here to confirm scope, safety boundaries, and the minimum workflow.
- Load `references/full-guide.md` before executing detailed commands, applying templates, or relying on examples from this skill.
- Keep the work limited to the user-requested target; do not add adjacent improvements unless the user asks.
Quick Workflow
1. Confirm the target, available context, constraints, and done-when signal. 2. Read the relevant section of `references/full-guide.md` for task-specific details. 3. Execute the smallest reversible action that satisfies the request. 4. Verify that meaning is preserved, claims are not added, and the revised text no longer uses the targeted AI-writing patterns. 5. Report changed files, commands run, evidence collected, and any remaining risk.
References
- `references/full-guide.md` - complete command patterns, examples, checklists, and edge cases.
Cross-runtime skills for Claude Code, Codex, and multi-agent workflows.
Repo: majiayu000/spellbook
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