mcpField
H
humanizer

humanizer

github.com/majiayu000Creative & media28864 installsUpdated 2d ago
Repository

About humanizer

humanizer is a skill for revising text to remove AI-writing artifacts while retaining its meaning, factual claims, and intended voice. It guides a bounded, reversible editing process with checks for unsupported changes.

Key features

  1. 01AI-writing pattern removal
  2. 02Preserve meaning and factual claims
  3. 03Scope-limited editing workflow
  4. 04Review changes and remaining risks

Use cases

  1. 01Revise text with AI-writing artifacts
  2. 02Edit within a clearly defined request
  3. 03Verify that revisions add no claims

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/majiayu000/spellbook --skill humanizer

After installing, type/humanizerin Claude Code to confirm it loaded.

Bundled files

References and scripts installed along with SKILL.md.

README.md
WARP.md
references/
full-guide.md

Details

From the project README

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.

Comments

Markdown supported