humanize-docs SKILL.md skillA
humanize-docs from wrg32786/aigent-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wrg32786/aigent-os/humanize-docs@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
- wrg32786/aigent-os
- Path
skills/humanize-docs/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Jul 7, 2026
- Size
- 5,651 bytes
- Repository stars
- 24
- License
- MIT
Transform AI-generated documentation into human-readable prose with personality. USE WHEN: Converting rigid AI docs (checklist spam, CAPS LOCK emphasis, perfect symmetric structures, template dumps) into flowing, conversational writing that feels colleague-authored. Different from /humanizer — that skill detects AI writing patterns (Wikipedia taxonomy). This skill does aggressive deformalization of document structure and flow. PRIMARY TRIGGERS: "humanize this doc", "make this readable…
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
# Humanize Docs Transforms robotic AI-generated documentation into prose that sounds like an actual human wrote it. The approach is **aggressive deformalization** — not just tweaking tone, but restructuring how information flows to break AI's predictable patterns. This is a different tool than the humanizer skill. Humanizer removes AI writing tells at the sentence/phrase level (em-dashes, rule-of-three, vague attributions, sycophantic openers). Humanize-docs attacks structural AI-ness: checkbox spam, template overload, perfect symmetry, emotional flatness across an entire document. ## When to use this Clear signals you're dealing with AI-generated docs: - Checkbox overload: `- [x] Task 1: Do the thing (AC: #1)` - CAPS LOCK for CRITICAL IMPORTANT NOTES - 8+ code templates embedded in one document - Every section has exactly 3 perfectly balanced paragraphs - Headers like "LLM Developer Guardrails" - Phrases: "Certainly, here is...", "It's important to note that...", "Furthermore..." ## Transformation workflow ### Step 1: Detect Quick test — does the doc have 5+ of these? - Perfect structural symmetry (every section same length) …
Read the whole file at its exact version.
How to install
mdr add wrg32786/aigent-os/humanize-docs@sha256:5393d68e04bcf79eThe 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_a3wossofywmzxr3w)
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Versions
The registry has recorded 1 version of this file, committed on Jul 7, 2026.
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 (5651 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
wrg32786/aigent-os · 24 stars · license MIT · pushed 2026-10-19 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_a3wossofywmzxr3w GET https://markdownregistry.com/api/v1/resolve?ref=wrg32786/aigent-os/humanize-docs GET https://markdownregistry.com/api/v1/blob/5393d68e04bcf79eef1bcade7014f8394c0b63ad423d8d45000b59894e5b7f43
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.