humanizer

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:

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.

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/full-guide.md - complete command patterns, examples, checklists, and edge cases.