Skill209 repo starsupdated today

humanizer

Remove signs of AI-generated writing from text. Use when editing or

Install in Claude Code

Copy

git clone --depth 1 https://github.com/majiayu000/spellbook /tmp/humanizer && cp -r /tmp/humanizer/skills/humanizer ~/.claude/skills/humanizer

Then start a new Claude Code session; the skill loads automatically.

Definition

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

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