humanizer SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
humanizer from arasz/ai-badger is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add arasz/ai-badger/humanizer@v3.0.0Pins v3.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- arasz/ai-badger
- Path
features/common/skills/humanizer/SKILL.md- Versions recorded
- 1
- Latest version
- v3.0.0, committed Aug 13, 2026
- Size
- 4,228 bytes
- Repository stars
- 3
- License
- MIT
Use when writing or editing prose (documentation, blog posts, release notes, PR descriptions, emails) to strip AI writing artifacts, apply research-grounded humanization levers, and adopt a natural human voice.
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: Anti-AI Writing & Natural Voice Skill
Identify and strip signs of AI-generated prose, apply statistical humanization levers (burstiness, perplexity variance, active voice, specificity insertion), and ensure documentation and writing sound natural, human, and direct.
Based on empirical LLM text detection literature (2024–2026) and observation of thousands of AI writing instances (Mitchell et al., Sadasivan et al., Liang et al., Wikipedia AI Cleanup).
## When to Use
Apply this skill whenever:
- Writing or editing documentation, READMEs, tutorials, how-tos, or release notes
- The user asks to "humanize", "de-AI", "de-slop", or rewrite prose to sound natural
- Reviewing PR descriptions, commit messages, or external posts for AI tells before publishing
## Core Humanization Levers
```mermaid
flowchart TD
Raw["Raw Prose / AI Draft"] --> L1["1. Burstiness Injection<br/>(Alternate 3-word to 35-word sentences)"]
L1 --> L2["2. Anti-Vocabulary Purge<br/>(Remove 'delve', 'testament', em dashes)"]
L2 --> L3["3. Active Clause Conversion<br/>(Replace copula 'serves as' with 'is/has')"]
L3 --> L4["4. Structural Flattening<br/>(Remove forced bold bullet lists)"]
…Read the whole file at its exact version.
How to install
mdr add arasz/ai-badger/humanizer@sha256:1aa34f085f1f8ad1The line at the top of this page pins the label v3.0.0, 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.
[](https://markdownregistry.com/a/art_zllgw76mbxgvyysc)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 13, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4228 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
arasz/ai-badger · 3 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zllgw76mbxgvyysc GET https://markdownregistry.com/api/v1/resolve?ref=arasz/ai-badger/humanizer GET https://markdownregistry.com/api/v1/blob/1aa34f085f1f8ad11be387075067711560df48665323284cf0ed496cefdc51a3
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.