content-humanize SKILL.md skillA
content-humanize from muvon/octomind-tap is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add muvon/octomind-tap/content-humanize@git:20261013.a69e0bbPins git:20261013.a69e0bb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- muvon/octomind-tap
- Path
skills/content-humanize/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261013.a69e0bb, committed Oct 13, 2026
- First version recorded
- May 9, 2026
- Size
- 9,494 bytes
- Repository stars
- 6
- License
- Apache-2.0
Review and revise stiff or formulaic writing with an evidence-based eight-dimension editorial diagnostic and seven-pass edit. Preserve facts, author voice, and platform authorship rules; no detector-evasion promises.
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
## Overview Use when a draft feels generic, inflated, repetitive, or unlike its intended author. Diagnose concrete reading problems and revise only what helps. Keep the eight-dimension diagnostic and seven-pass workflow below as editorial tools; they do not measure human authorship. ## Mental model The goal is trustworthy, readable work, not text that fools a classifier. Facts and permitted authorship come before fluency. Use [content-voice](../content-voice/SKILL.md) for everyday writing choices and [content-grounding](../content-grounding/SKILL.md) for verification. ## Evidence and scope - Research checked 2026-10-12. AI-text detectors beat chance but carry real error rates and degrade on edited, paraphrased, or translated text (Weber-Wulff et al. 2023: none of 14 tools reached 80% accuracy). Findings also depend on language and setup: a 2026 Czech study found no systematic non-native bias in current detectors, unlike earlier English studies. Neither result gives a safe score, threshold, or punctuation formula. …
Read the whole file at its exact version.
How to install
mdr add muvon/octomind-tap/content-humanize@sha256:a49f927283754e33The line at the top of this page pins the label git:20261013.a69e0bb, 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_4zxhhx5tx4c3cufq)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between May 9, 2026 and Oct 13, 2026, about one every 31 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261013.a69e0bb latest | 2026-10-13 | a69e0bb | 9,494 B | A | view · diff |
| git:20260905.9c336b2 | 2026-09-05 | 9c336b2 | 8,375 B | A | view · diff |
| git:20260905.0fd23a5 | 2026-09-05 | 0fd23a5 | 8,146 B | A | view · diff |
| git:20260705.1efdd2c | 2026-07-05 | 1efdd2c | 11,759 B | A | view · diff |
| git:20260515.a0ea7b8 | 2026-05-15 | a0ea7b8 | 11,270 B | A | view · diff |
| git:20260509.966244f | 2026-05-09 | 966244f | 10,856 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 (9494 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
muvon/octomind-tap · 6 stars · license Apache-2.0 · pushed 2026-11-08 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_4zxhhx5tx4c3cufq GET https://markdownregistry.com/api/v1/resolve?ref=muvon/octomind-tap/content-humanize GET https://markdownregistry.com/api/v1/blob/a49f927283754e336e7f7725e79299151bb9b045575ba02048991913fced0d93
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.