aperivue/medsci-skills · skills/humanize/SKILL.md

humanize skillA

humanize is agent-read markdown (skill) from aperivue/medsci-skills: Detect and remove AI writing patterns from academic manuscripts and response-to-reviewers letters. Scans for 27 common AI-generated text patterns and rewrites flagged passages to sound naturally human-written while preserving technical accuracy, bounding how much of the text a rewrite is allowed to touch..

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.

How to install

Latest version
mdr add aperivue/medsci-skills/humanize@git:20260728.214054b
Exact content
mdr add aperivue/medsci-skills/humanize@sha256:0372a021d140a8fb

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ke32k6rx5tui2thm.svg)](https://markdownregistry.com/a/art_ke32k6rx5tui2thm)

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Versions

versioncommittedcommitsizeaudit
git:20260728.214054b latest2026-07-28 214054b 19,135 BA view · diff
git:20260723.70bad582026-07-23 70bad58 18,644 BA view · diff
git:20260722.1a79bc92026-07-22 1a79bc9 17,102 BA view · diff
git:20260722.43063b32026-07-22 43063b3 16,564 BA view · diff
git:20260714.67e673c2026-07-14 67e673c 14,232 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (19135 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

GitHub

aperivue/medsci-skills · 284 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ke32k6rx5tui2thm
GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/humanize
GET https://markdownregistry.com/api/v1/blob/0372a021d140a8fb6be3ab5eac67ef8cdcb6e525f0c5b8202e259dfe42ad5d3f