| 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
- Confirm the target, available context, constraints, and done-when signal.
- Read the relevant section of
references/full-guide.md for task-specific details.
- Execute the smallest reversible action that satisfies the request.
- Verify that meaning is preserved, claims are not added, and the revised text no longer uses the targeted AI-writing patterns.
- Report changed files, commands run, evidence collected, and any remaining risk.
References
references/full-guide.md - complete command patterns, examples, checklists, and edge cases.
