humanizer-lint SKILL.md skillA

humanizer-lint from yanstd888/humanizer-lint is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add yanstd888/humanizer-lint/humanizer-lint@v1.6.0

Pins v1.6.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
yanstd888/humanizer-lint
Path
SKILL.md
Versions recorded
12
Latest version
v1.6.0, committed Nov 7, 2026
First version recorded
Oct 30, 2026
Size
8,634 bytes
Repository stars
100
License
MIT

Lint and humanize robotic or stiff prose using a deterministic local Node.js analyzer. Eight lexical packs (EN, ID, ES, MS, FR, DE, PT, ZH) and experimental uncalibrated Intl.Segmenter rhythm diagnostics support local voice fingerprinting, copywriting, UI text, and code-comment checks. Use when asked to humanize, de-AI, remove AI slop, tighten or polish a draft, blog post, SEO article, README, documentation, landing page, or UI copy; perbaiki tulisan AI yang kaku, bikin lebih natural, ubah…

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

# Humanizer Lint

**Audit prose locally, revise only measured problems, and verify the final text before delivery.**

- Run `node <skill_dir>/scripts/analyze.mjs --stdin --json` for deterministic local analysis.
- Tier 1 covers eight language-specific lexical packs (`en`, `id`, `es`, `ms`, `fr`, `de`, `pt`, `zh`), with Indonesian morphology diagnostics. Tier 2 provides experimental sentence-rhythm diagnostics for other languages via `Intl.Segmenter`; lexical and MATTR thresholds are uncalibrated.
- Follow each finding's surgical `suggestedReplacement`, `splitSuggestion`, and `fixInstruction` without rewriting clean prose.
- Build a local author voice profile with `node <skill_dir>/scripts/fingerprint.mjs`; samples never leave the machine.

A local, zero-dependency prose linter that flags stiff, AI-sounding writing (stock phrases, flat sentence rhythm, repeated wording) and tells you what to revise. A style checker, not an AI detector. Experimental rhythm diagnostics (uncalibrated thresholds).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yanstd888/humanizer-lint/humanizer-lint@sha256:240112869f0b530e

The line at the top of this page pins the label v1.6.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_rlsnnaknwskc6ckg.svg)](https://markdownregistry.com/a/art_rlsnnaknwskc6ckg)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 12 versions of this file, between Oct 30, 2026 and Nov 7, 2026, more than one a day.

versioncommittedcommitsizeaudit
v1.6.0 latest2026-11-07 41cd29b 8,634 BA view · diff
v1.5.12026-11-07 a142b2f 8,634 BA view · diff
v1.5.12026-11-02 b3a8fed 8,626 BA view · diff
v1.5.02026-11-01 14cea68 6,840 BA view · diff
v1.5.02026-11-01 f328a74 6,505 BA view · diff
v1.5.02026-11-01 9517b10 5,921 BA view · diff
v1.4.12026-10-31 43efe5a 5,493 BA view · diff
v1.1.02026-10-31 44abc42 6,068 BA view · diff
v0.2.42026-10-30 04fe0e4 5,466 BA view · diff
v0.2.32026-10-30 d6d39aa 5,466 BA view · diff
v0.2.22026-10-30 158f10e 5,466 BA view · diff
v0.2.12026-10-30 a83729d 5,466 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (8634 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

yanstd888/humanizer-lint · 100 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rlsnnaknwskc6ckg
GET https://markdownregistry.com/api/v1/resolve?ref=yanstd888/humanizer-lint/humanizer-lint
GET https://markdownregistry.com/api/v1/blob/240112869f0b530e73cba9c261b4d986b7aa51aa82cbd9267ad06e9c9e3ebc87

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.

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Every file in yanstd888/humanizer-lint

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