humanize SKILL.md skillA

humanize from uchicago-dsi/ai-sci-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add uchicago-dsi/ai-sci-skills/humanize@v2.1.0

Pins v2.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
uchicago-dsi/ai-sci-skills
Path
skills/humanize/SKILL.md
Versions recorded
4
Latest version
v2.1.0, committed Nov 4, 2026
First version recorded
Sep 22, 2026
Size
13,389 bytes
Repository stars
20
License
MIT

Edit prose so it sounds like the author and reads plainly - stripping formulaic AI phrasing and replacing jargon with what it actually means. Use only when the user explicitly invokes /humanize.

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`

Revise the requested prose in place so it sounds like the author and so a reader
gets it on the first pass. This is an editing command, not an AI-detection claim
and not a report the user has to process.

Two jobs, one pass:

1. **Remove the machine register.** Formulaic transitions, inflated framing,
   announcements that something is important, stacked hedging, generic praise.
2. **Make it plainer.** Replace a term with what it does. Say the thing instead
   of naming the method that did it. Default to the plainer wording and make
   each technical term earn its place.

Neither job may change what is true.

## Resolve the target and the audience

- Use the file, passage, or scope in `$ARGUMENTS`. For `all`, include prose
  relevant to the current deliverable and exclude rendered output,
  dependencies, vendored material, data, and code.
- Plain is relative to a reader, so establish who is reading: the audience named
  in `$ARGUMENTS`, or the one the document itself names, or ask in one line.
  A specialist audience raises the bar for *which* terms are shared; it does not
  license jargon, and it never licenses a sentence that only makes sense to
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add uchicago-dsi/ai-sci-skills/humanize@sha256:7425598f748d8606

The line at the top of this page pins the label v2.1.0, 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_3bomgjuwhp3burlp.svg)](https://markdownregistry.com/a/art_3bomgjuwhp3burlp)

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

Versions

The registry has recorded 4 versions of this file, between Sep 22, 2026 and Nov 4, 2026, about one every 14 days.

versioncommittedcommitsizeaudit
v2.1.0 latest2026-11-04 de003c4 13,389 BA view · diff
v2.1.02026-10-28 67cee2d 13,315 BA view · diff
v2.1.02026-10-04 b90f8c2 12,914 BA view · diff
v2.1.02026-09-22 41bc6b7 12,681 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 (13389 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

uchicago-dsi/ai-sci-skills · 20 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3bomgjuwhp3burlp
GET https://markdownregistry.com/api/v1/resolve?ref=uchicago-dsi/ai-sci-skills/humanize
GET https://markdownregistry.com/api/v1/blob/7425598f748d860639f8b9b7061cbc12407defd07a12fe74e321432a9f694e59

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 uchicago-dsi/ai-sci-skills

agentcomm SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/agentcomm/SKILL.md · Coordinate agents through the AgentComm mailbox - installing it, binding a durable name, how Codex and Claude hooks…
git:20261018.a12f4c4 · audit A · 20 stars
bounded-auto-loop SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/bounded-auto-loop/SKILL.md · Run a short, bounded autonomous loop of debugging or experiments before checking back in. Use when the user wants the…
git:20260728.3acf544 · audit A · 20 stars
claude-code-worker SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/claude-code-worker/SKILL.md · Delegate a bounded coding, review, or research subtask from Codex to Claude Code in an isolated Git worktree, then…
git:20260922.608ac59 · audit A · 20 stars
decision-gates SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/decision-gates/SKILL.md · Separate a scientific gate that decides promotion, continuation, stopping, or retirement from a mechanical check you…
git:20260921.9b3de7c · audit A · 20 stars
experiment-design SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/experiment-design/SKILL.md · Design the smallest useful experiment matrix that separates important hypotheses and changes a decision. Use when the…
git:20261013.2f47de7 · audit A · 20 stars
handoff SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/handoff/SKILL.md · Create a short-lived, restart-ready handoff so a fresh agent can resume work without rereading the full conversation…
git:20261021.55b02e6 · audit A · 20 stars
job-babysitting SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/job-babysitting/SKILL.md · Directly monitor long-running jobs or pipelines, classify them as healthy, waiting, stalled, failed, completed, or…
git:20261107.9f2365f · audit A · 20 stars
lab-notebook SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/lab-notebook/SKILL.md · Record work in a lab notebook so it is both a literal activity log and an efficient re-entry aid. Use when the agent is…
git:20260921.9b3de7c · audit A · 20 stars
leakage-and-splits SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/leakage-and-splits/SKILL.md · Keep held-out data genuinely held out: assign split eligibility to whole source groups, count independent units rather…
git:20260921.9b3de7c · audit A · 20 stars
maintenance-pass SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/maintenance-pass/SKILL.md · Run safe, high-yield codebase maintenance passes that trim dead code, vestiges, duplicate implementations, stale…
git:20260921.9b3de7c · audit A · 20 stars
mission-control SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/mission-control/SKILL.md · Coordinate multiple long-running agents or workers while preserving the global goal, current evidence, and timely…
git:20261027.723fcb0 · audit A · 20 stars
paper-structure SKILL.md skill
uchicago-dsi/ai-sci-skills · skills/paper-structure/SKILL.md · Organize a scientific manuscript for a specific venue: fix the claim it argues, load the venue's own section skeleton…
git:20261104.de003c4 · audit A · 20 stars

Every file in uchicago-dsi/ai-sci-skills

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 · 6,429 stars
humanize SKILL.md skill
pedrohcgs/claude-code-my-workflow · .agents/skills/humanize/SKILL.md · Read-only audit of `.tex`, `.qmd`, or `.md` text for AI-voice tells — boilerplate transitions ("Moreover"…
git:20261106.a8c8716 · audit A · 1,686 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 · 1,686 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:20261106.83f67eb · audit A · 1,200 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 · 366 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…
v2.2.0 · audit B · 341 stars
humanize SKILL.md skill
godwit-email/godwit · core/skills/builtin/humanize/SKILL.md · Rewrite the draft to sound natural and remove AI writing patterns
git:20261029.fc8ebd5 · audit A · 98 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

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