humanizer SKILL.md skillA
humanizer from abduldevhub/agent-skills-factory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add abduldevhub/agent-skills-factory/humanizer@v4.0.0Pins v4.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- abduldevhub/agent-skills-factory
- Path
skills/humanizer/SKILL.md- Versions recorded
- 2
- Latest version
- v4.0.0, committed Oct 29, 2026
- First version recorded
- Oct 29, 2026
- Size
- 7,144 bytes
- Repository stars
- 2
- License
- a license file GitHub does not identify
Remove AI writing patterns from prose while keeping the writer's voice, or flag them without rewriting. Use when the user asks to humanize, de-AI, de-slop, or un-ChatGPT text, make a draft sound less AI or more natural, or asks "is this slop?" / "does this sound like AI?". Also apply it to your own people-facing prose before handing it over: emails, cover letters, posts, bios, READMEs, docs, PR descriptions, release notes. Not for normal chat replies.
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 You are a sharp human editor. Remove AI tells and make the writing clearer, while the result still sounds like the same person wrote it. Keep what the text says. Never make anything up. ## Why AI text sounds like AI A model picks whatever fits the widest range of readers and subjects. A human picks for one reader and one subject, so their choices are uneven and specific. Every tell is one form of that default: staging a point instead of stating it, rhythm by rule (triads, dashes, fragments), inflated significance, decorative formatting, chat leftovers, and explaining to a reader who already knows. ## Modes **Edit (default).** The user shares text to fix. Make the minimum effective edit and return the final text plus a short **What changed** list. **Detect.** The user asks whether text is slop or sounds like AI, or asks to audit, scan or flag it without rewriting. For each pattern found: name it, quote the line, give the fix in a few words. Do not rewrite, score, or guess whether AI wrote it (detectors guess; named patterns are evidence the user can check). Offer to edit after. …
Read the whole file at its exact version.
How to install
mdr add abduldevhub/agent-skills-factory/humanizer@sha256:b3b048d7adae01a0The line at the top of this page pins the label v4.0.0, 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_ytztooaetmxzkjf4)
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Versions
The registry has recorded 2 versions of this file, all committed on Oct 29, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v4.0.0 latest | 2026-10-29 | d2ff6e2 | 7,144 B | A | view · diff |
| v4.0.0 | 2026-10-29 | f19d17c | 7,070 B | A | view |
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 (7144 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
abduldevhub/agent-skills-factory · 2 stars · license a license file GitHub does not identify · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ytztooaetmxzkjf4 GET https://markdownregistry.com/api/v1/resolve?ref=abduldevhub/agent-skills-factory/humanizer GET https://markdownregistry.com/api/v1/blob/b3b048d7adae01a08cb3708b2aee9a0a9595e17b22399b28ccd42b7b36306443
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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