pr-e/openclaw-master-skills · skills/ai-humanizer/SKILL.md

humanizer skillA

humanizer is agent-read markdown (skill) from pr-e/openclaw-master-skills: Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, .

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 pr-e/openclaw-master-skills/humanizer@git:20260311.3e83cee
Exact content
mdr add pr-e/openclaw-master-skills/humanizer@sha256:b152c9276cebcd8d

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_l4qh4q464qtz6z7u.svg)](https://markdownregistry.com/a/art_l4qh4q464qtz6z7u)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260311.3e83cee latest2026-03-11 3e83cee 7,954 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 (7954 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

pr-e/openclaw-master-skills · 3 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_l4qh4q464qtz6z7u
GET https://markdownregistry.com/api/v1/resolve?ref=pr-e/openclaw-master-skills/humanizer
GET https://markdownregistry.com/api/v1/blob/b152c9276cebcd8dfdd6882183a0f27d8687ddcb48ef4e287f12ba2efe4a0aca

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.