humanize SKILL.md skillA

humanize from godwit-email/godwit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add godwit-email/godwit/humanize@git:20261029.fc8ebd5

Pins git:20261029.fc8ebd5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
godwit-email/godwit
Path
core/skills/builtin/humanize/SKILL.md
Versions recorded
1
Latest version
git:20261029.fc8ebd5, committed Oct 29, 2026
Size
2,460 bytes
Repository stars
37
License
Apache-2.0

Rewrite the draft to sound natural and remove AI writing patterns.

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

Rewrite the email text so it sounds natural, authentic, and human, removing common AI-generated writing tells without changing the core meaning or facts:

1. Remove AI cliches and chatbot openers:
   - Cut generic openers like "I hope this email finds you well", "I hope you are doing well", "Allow me to...", "I am writing to...".
   - Cut generic sign-offs and filler closers like "Please do not hesitate to reach out if you have any questions", "Let me know if you need anything else".
   - Cut conversational wrappers, meta-commentary, and preamble.

2. Remove structural AI patterns:
   - Not-X-but-Y contrasts: Cut forced formulas like "It is not just X, but Y", "This does not mean X, it means Y". State points directly.
   - Dramatic one-line closers: Cut theatrical micro-paragraphs like "That makes all the difference", "That is the real win", "Let that sink in".
   - Forced triads (Rule of Three): Do not artificially group items or adjectives into threes (e.g. "fast, reliable, and efficient"). Use natural grouping.
   - Pervasive dashes: Eliminate em dashes (—) and en dashes (–) used as universal connectors. Use normal commas, periods, or simple sentence structure instead.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add godwit-email/godwit/humanize@sha256:bbb7c5d08d2754fb

The line at the top of this page pins the label git:20261029.fc8ebd5, 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_d322gqaofxwmt6is.svg)](https://markdownregistry.com/a/art_d322gqaofxwmt6is)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 29, 2026.

versioncommittedcommitsizeaudit
git:20261029.fc8ebd5 latest2026-10-29 fc8ebd5 2,460 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 (2460 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

godwit-email/godwit · 37 stars · license Apache-2.0 · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_d322gqaofxwmt6is
GET https://markdownregistry.com/api/v1/resolve?ref=godwit-email/godwit/humanize
GET https://markdownregistry.com/api/v1/blob/bbb7c5d08d2754fbddd80de91d843e856e85cfa50b33a7e508670420487c3b1f

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.

More from godwit-email/godwit

AGENTS.md AGENTS.md file
godwit-email/godwit · AGENTS.md
git:20261031.f77f96d · audit A · 37 stars
format SKILL.md skill
godwit-email/godwit · core/skills/builtin/format/SKILL.md · Structure the draft with clean paragraphs and lists without changing the wording
git:20261020.5ff2e59 · audit A · 37 stars
longer SKILL.md skill
godwit-email/godwit · core/skills/builtin/longer/SKILL.md · Expand the draft with more detail
git:20261021.e58d30f · audit A · 37 stars
proofread SKILL.md skill
godwit-email/godwit · core/skills/builtin/proofread/SKILL.md · Fix spelling, grammar and punctuation in the draft
git:20261021.e58d30f · audit A · 37 stars
shorter SKILL.md skill
godwit-email/godwit · core/skills/builtin/shorter/SKILL.md · Make the draft shorter
git:20261021.e58d30f · audit A · 37 stars
summarize SKILL.md skill
godwit-email/godwit · core/skills/builtin/summarize/SKILL.md · Summarize an email or thread into a few key points
git:20261027.3adf210 · audit A · 37 stars
tone-formal SKILL.md skill
godwit-email/godwit · core/skills/builtin/tone-formal/SKILL.md · Rewrite the draft in a formal tone
git:20261021.e58d30f · audit A · 37 stars
tone-friendly SKILL.md skill
godwit-email/godwit · core/skills/builtin/tone-friendly/SKILL.md · Rewrite the draft in a friendly tone
git:20261021.e58d30f · audit A · 37 stars
translate-draft SKILL.md skill
godwit-email/godwit · core/skills/builtin/translate-draft/SKILL.md · Translate the draft into the language the user asks for
git:20261021.e58d30f · audit A · 37 stars
translate SKILL.md skill
godwit-email/godwit · core/skills/builtin/translate/SKILL.md · Translate the email into the user's preferred language
git:20261011.a0604a8 · audit A · 37 stars

Every file in godwit-email/godwit

Other files named humanize

humanize SKILL.md skill
epoko77-ai/im-not-ai · skills/humanize/SKILL.md · AI가 쓴 한글 텍스트를 자연스럽게 윤문하는 진입 명령. humanize-korean 파이프라인을 shim 의 route_hint 가 정한 경로(light 1콜 · standard 2콜 · heavy 3+콜)로…
git:20260901.be4de62 · audit A · 6,369 stars
humanize SKILL.md skill
pedrohcgs/claude-code-my-workflow · .claude/skills/humanize/SKILL.md · Read-only audit of `.tex`, `.qmd`, or `.md` text for AI-voice tells — boilerplate transitions ("Moreover"…
v1.0.0 · audit A · 1,675 stars
humanize SKILL.md skill
fcakyon/claude-codex-settings · plugins/humanize/skills/humanize/SKILL.md · This skill should be used when writing or revising text, including responses, documentation, comments, emails, posts…
git:20261001.b09e801 · audit A · 1,193 stars
humanize SKILL.md skill
aperivue/medsci-skills · skills/humanize/SKILL.md · Use when a manuscript or response-to-reviewers letter reads as AI-written. Scans for 27 AI writing patterns and…
git:20261002.b32d755 · audit A · 360 stars
humanize SKILL.md skill
mathews-tom/armory · skills/humanize/SKILL.md · Detects and removes AI-generated writing patterns while preserving meaning and facts, using a deterministic scan and…
v2.1.0 · audit B · 339 stars
humanize SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/humanize/SKILL.md · Edit prose so it sounds like the author and reads plainly - stripping formulaic AI phrasing and replacing jargon with…
v2.1.0 · audit A · 20 stars
humanize SKILL.md skill
kalyvask/winning-writing · skills/humanize/SKILL.md · Makes a draft read like a real human typed it — adds asymmetry, light contractions, and (rarely) one safe typo. Use…
git:20260507.71b2c7e · audit A · 17 stars
humanize SKILL.md skill
arcanada-one/datarim · skills/humanize/SKILL.md · Remove AI writing patterns and formatting artifacts from text. Preserves author voice. Use for articles, posts, content…
git:20261004.8dfccd1 · audit A · 16 stars

Browse by kind, by grade A, or by owner.