ai-slop-humanizer skillA
ai-slop-humanizer is agent-read markdown (skill) from kaizakin/dotfiles: A voice translation skill that strips away sterile, overly polished, or robotic AI-slop framing and rewrites text into an engaging, natural, and authentic human developer voice. It infuses structural variety, conversational asides, real-world physical analogies, and a relaxed peer-to-peer tone. Use this skill whenever the user says "humanize this", "make this sound human", "remove the AI smell", "de-ai this", "rewrite casually", "sound like a developer", or shares an AI-generated paragraph, draf.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Human Voice Normalizer Skill An architectural and voice re-writer. Walks the input top to bottom and strips away the rigid, highly predictable patterns characteristic of AI engines (balanced "on one hand/on the other hand" arguments, academic transitions, uniform paragraph structures). It replaces them with the varied pacing, concrete physical analogies, and casual cadence of an experienced systems developer writing a personal blog post or a community guide. The goal is to keep every technical fact, metric, code snippet, and architectural constraint perfectly intact, but alter the delivery so it feels like it was punched out on a mechanical keyboard by an engineer who cares deeply about the subject. ## Identifying the AI Smells to Kill The skill scans for and systematically dismantles the following robotic patterns: - **Perfect symmetry**: Intro paragraphs that preview exactly three points, followed by uniform paragraphs, capped with an "In conclusion, X is a powerful tool for engineers..." summary. …
Read the whole file at its exact version.
How to install
mdr add kaizakin/dotfiles/ai-slop-humanizer@git:20260722.f2c34famdr add kaizakin/dotfiles/ai-slop-humanizer@sha256:ecfa488413aabff2Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_zmxgppo6kn5qdoer)
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Versions
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 (5363 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
kaizakin/dotfiles · 15 stars · license none · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zmxgppo6kn5qdoer GET https://markdownregistry.com/api/v1/resolve?ref=kaizakin/dotfiles/ai-slop-humanizer GET https://markdownregistry.com/api/v1/blob/ecfa488413aabff26bd7e8a27cd3699db5dbecdc98328cfffe1690ed4301199e
Your agent 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.