humanizer

Installation
SKILL.md

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

Installs
3
GitHub Stars
233
First Seen
Jun 9, 2026
humanizer — majiayu000/spellbook