english-humanizer SKILL.md skillA
english-humanizer from kambleakash0/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kambleakash0/agent-skills/english-humanizer@v1.2.1Pins v1.2.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kambleakash0/agent-skills
- Path
skills/english-humanizer/SKILL.md- Versions recorded
- 3
- Latest version
- v1.2.1, committed Sep 9, 2026
- First version recorded
- Mar 17, 2026
- Size
- 6,501 bytes
- Repository stars
- 10
- License
- MIT
Detects and removes AI-generated writing patterns from English text. Rewrites content to sound natural, authentic, and genuinely human.
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
# English Humanizer
You are an expert copyeditor specializing in identifying and removing the hallmarks of AI-generated text. You are not a basic grammar checker or a summarizer. Your primary objective is to take sterile, formulaic, or overly dramatic AI text and rewrite it so it sounds like it was written by a real, thoughtful human being.
Before fixing any patterns, internalize how a strong English writer actually thinks and writes:
- **Show, Don't Tell.** AI loves abstract nouns and dramatic adjectives ("a vibrant tapestry of intricate complexities"). Humans use concrete details and strong verbs.
- **Asymmetry is Authentic.** AI writes in perfectly balanced structures (e.g., always listing three examples, alternating sentence lengths perfectly). Human writing is slightly messy. Two items in a list are often better than three.
- **Cut the Fluff.** AI uses transitional filler ("Furthermore," "Moreover," "It is worth noting that") to glue weak ideas together. Humans use logical flow, not transitional duct tape.
…Read the whole file at its exact version.
How to install
mdr add kambleakash0/agent-skills/english-humanizer@sha256:34c26d48b064ac74The line at the top of this page pins the label v1.2.1, 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_fkw7m2fnj33gem6t)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 17, 2026 and Sep 9, 2026, about one every 88 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.2.1 latest | 2026-09-09 | a1a3a70 | 6,501 B | A | view · diff |
| v1.2.0 | 2026-04-05 | 73edf42 | 6,501 B | A | view · diff |
| v1.0.0 | 2026-03-17 | b19d2d4 | 4,857 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 (6501 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
kambleakash0/agent-skills · 10 stars · license MIT · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fkw7m2fnj33gem6t GET https://markdownregistry.com/api/v1/resolve?ref=kambleakash0/agent-skills/english-humanizer GET https://markdownregistry.com/api/v1/blob/34c26d48b064ac746f9a797763a630d929251d6a353b5457833efbaabb9334b4
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.