humanizer SKILL.md skillA

humanizer from majiayu000/spellbook is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add majiayu000/spellbook/humanizer@v2.2.0

Pins v2.2.0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: majiayu000/spellbook
Path: skills/humanizer/SKILL.md
Versions recorded: 2
Latest version: v2.2.0, committed Jun 10, 2026
First version recorded: Mar 6, 2026
Size: 1,631 bytes
Repository stars: 289
License: MIT

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

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 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.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add majiayu000/spellbook/humanizer@sha256:08eadbf6f02c69d9

The line at the top of this page pins the label v2.2.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_qlxpeygen3dovbu2.svg)](https://markdownregistry.com/a/art_qlxpeygen3dovbu2)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Mar 6, 2026 and Jun 10, 2026, about one every 96 days.

version	committed	commit	size	audit
v2.2.0 latest	2026-06-10	1fb8a11	1,631 B	A	view · diff
v2.2.0	2026-03-06	9e556b1	23,193 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (1631 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

majiayu000/spellbook · 289 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qlxpeygen3dovbu2
GET https://markdownregistry.com/api/v1/resolve?ref=majiayu000/spellbook/humanizer
GET https://markdownregistry.com/api/v1/blob/08eadbf6f02c69d93a73dd5bc4d8c73815459520f02ce0d474048308d33ff59a

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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