humanizer SKILL.md skillA
humanizer from cowork-os/cowork-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add cowork-os/cowork-os/humanizer@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cowork-os/cowork-os
- Path
resources/skills/humanizer/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Sep 19, 2026
- First version recorded
- Feb 24, 2026
- Size
- 2,234 bytes
- Repository stars
- 535
- License
- MIT
Rewrite AI-generated text to sound natural and human-written. Removes LLM tells — cliché phrases, predictable structure, inflated language, and robotic patterns. Use when editing drafts, emails, articles, or any text that reads like it was written by AI.
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 ## Purpose Rewrite AI-generated text to sound natural and human-written. Removes LLM tells — cliché phrases, predictable structure, inflated language, and robotic patterns. Use when editing drafts, emails, articles, or any text that reads like it was written by AI. ## Routing - Use when: User asks to humanize text, make text sound less like AI, rewrite AI-generated content, remove AI tells, make writing more natural, or edit text to sound human-written - Do not use when: User wants to generate new content from scratch, translate text, or summarize text - Outputs: Rewritten text that reads naturally without AI writing markers - Success criteria: The output text would not be flagged by AI detection tools and reads like natural human writing ## Trigger Examples ### Positive - Use the humanizer skill for this request. - Help me with humanizer. - User asks to humanize text, make text sound less like AI, rewrite AI-generated content, remove AI tells, make writing more natural, or edit text to sound human-written - Humanizer: provide an actionable result. ### Negative - User wants to generate new content from scratch, translate text, or summarize text …
Read the whole file at its exact version.
How to install
mdr add cowork-os/cowork-os/humanizer@sha256:eda85a4da7e696c7The line at the top of this page pins the label v1.0.0, 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_fldgkpi6rshwfslb)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Feb 24, 2026 and Sep 19, 2026, about one every 69 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-09-19 | 9708af4 | 2,234 B | A | view · diff |
| v1.0.0 | 2026-08-20 | 3bcff55 | 2,068 B | A | view · diff |
| git:20260228.21fb8b4 | 2026-02-28 | 21fb8b4 | 1,985 B | A | view · diff |
| git:20260224.d58aa51 | 2026-02-24 | d58aa51 | 8,720 B | B | 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 (2234 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
cowork-os/cowork-os · 535 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fldgkpi6rshwfslb GET https://markdownregistry.com/api/v1/resolve?ref=cowork-os/cowork-os/humanizer GET https://markdownregistry.com/api/v1/blob/eda85a4da7e696c7babd0e42482fa9050fc1311c39bbb4c68138b6cb55b189ac
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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