avoid-ai-writing SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

avoid-ai-writing from conorbronsdon/avoid-ai-writing is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add conorbronsdon/avoid-ai-writing/avoid-ai-writing@v3.38.0

Pins v3.38.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
conorbronsdon/avoid-ai-writing
Path
SKILL.md
Versions recorded
25
Latest version
v3.38.0, committed Oct 18, 2026
First version recorded
Sep 5, 2026
Size
33,205 bytes
Repository stars
5,120
License
MIT

Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit writing for AI tells," or "make this sound less like AI." Supports a detect-only mode, an edit-in-place mode for files, an optional voice profile (casual / professional / technical / warm / blunt), and an iterate-to-convergence pass.

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

# Avoid AI Writing — Audit & Rewrite

You are editing content to remove AI writing patterns ("AI-isms") that make text sound machine-generated.

## What this skill is and isn't

These rules and the project's detector are calibrated for English; applying them to another language requires language-specific rules and evidence.

This is a **writing-quality tool**, not a verdict. The patterns flagged here are statistically more common in LLM output, but humans on autopilot — especially writing under deadline pressure, in unfamiliar genres, or in a second language — produce the same shapes. Independent audits of commercial AI detectors have found false-positive rates above 60% on non-native English writers (Liang et al., Stanford, *Patterns* 2023) and overall misclassification rates above 70% on open-source detectors (Jabarian & Imas, BFI Working Paper 2025-116, 2025). Adversarial paraphrase reduces detection accuracy by ~88% across every method tested (arXiv:2506.07001, 2025).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add conorbronsdon/avoid-ai-writing/avoid-ai-writing@sha256:031c8ad21ea2a8ce

The line at the top of this page pins the label v3.38.0, 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_urkh4qzo2llqsh35.svg)](https://markdownregistry.com/a/art_urkh4qzo2llqsh35)

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

Versions

The registry has recorded 25 versions of this file, between Sep 5, 2026 and Oct 18, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
v3.38.0 latest2026-10-18 d4be856 33,205 BA view · diff
v3.38.02026-10-15 7dc0334 33,206 BA view · diff
v3.37.02026-10-09 76a6b6e 33,206 BA view · diff
v3.37.02026-10-04 db82bc8 32,586 BA view · diff
v3.36.02026-09-29 3454472 32,586 BA view · diff
v3.36.02026-09-29 307cf59 32,558 BA view · diff
v3.36.02026-09-26 2a7e999 32,424 BA view · diff
v3.36.02026-09-24 b2838ed 31,819 BA view · diff
v3.36.02026-09-23 020f4a4 31,554 BA view · diff
v3.36.02026-09-23 6135015 31,405 BA view · diff
v3.35.02026-09-16 91b5cbe 31,405 BA view · diff
v3.35.02026-09-16 0fdaf07 30,120 BA view · diff
v3.35.02026-09-16 66c997f 29,520 BA view · diff
v3.35.02026-09-16 726c8c4 26,568 BA view · diff
v3.35.02026-09-16 373f3fb 29,051 BA view · diff
v3.35.02026-09-14 feb5268 21,484 BA view · diff
v3.34.02026-09-13 c964d55 21,484 BA view · diff
v3.34.02026-09-11 e79254c 21,378 BA view · diff
v3.33.22026-09-06 66da512 21,378 BA view · diff
v3.33.12026-09-06 28ba61b 21,204 BA view · diff
v3.33.02026-09-05 f654266 21,204 BA view · diff
v3.33.02026-09-05 0aa0def 20,844 BA view · diff
v3.32.02026-09-05 3dd72f5 115,317 BA view · diff
v3.31.02026-09-05 7552fa3 114,305 BA view · diff
v3.31.02026-09-05 b43142a 114,285 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 (33205 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

conorbronsdon/avoid-ai-writing · 5,120 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_urkh4qzo2llqsh35
GET https://markdownregistry.com/api/v1/resolve?ref=conorbronsdon/avoid-ai-writing/avoid-ai-writing
GET https://markdownregistry.com/api/v1/blob/031c8ad21ea2a8ce93c4af97f82cf0218fabeb8450ad2d5fce41a76fac1eebd7

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 conorbronsdon/avoid-ai-writing

CLAUDE.md CLAUDE.md file
conorbronsdon/avoid-ai-writing · CLAUDE.md
git:20261003.9bfb467 · audit A · 5,120 stars
avoid-ai-writing SKILL.md skill
conorbronsdon/avoid-ai-writing · plugins/avoid-ai-writing/skills/avoid-ai-writing/SKILL.md · Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms,"…
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avoid-ai-writing SKILL.md skill
conorbronsdon/avoid-ai-writing · skills/avoid-ai-writing/SKILL.md · Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms,"…
v3.38.0 · audit A · 5,120 stars
false-positive-reviewer SKILL.md skill
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file-edit-in-place SKILL.md skill
conorbronsdon/avoid-ai-writing · skills/file-edit-in-place/SKILL.md · Use when the user names a local file and explicitly asks to clean, rewrite, humanize, or remove AI-writing patterns in…
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preservation-verifier SKILL.md skill
conorbronsdon/avoid-ai-writing · skills/preservation-verifier/SKILL.md · Use when the user provides an original and rewritten version, asks whether a rewrite preserved protected content, or…
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voice-preserving-rewriter SKILL.md skill
conorbronsdon/avoid-ai-writing · skills/voice-preserving-rewriter/SKILL.md · Use when the user asks to rewrite, humanize, clean up, or remove AI-isms from text while preserving the writer's voice…
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Every file in conorbronsdon/avoid-ai-writing

Other files named avoid-ai-writing

avoid-ai-writing SKILL.md skill
sickn33/agentic-awesome-skills · plugins/agentic-awesome-skills-claude/skills/avoid-ai-writing/SKILL.md · Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table
git:20260708.a07936c · audit A · 48,329 stars
avoid-ai-writing SKILL.md skill
wshobson/agents · plugins/avoid-ai-writing/skills/avoid-ai-writing/SKILL.md · Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up…
git:20260818.d43bb81 · audit A · 41,220 stars
avoid-ai-writing SKILL.md skill
conorbronsdon/avoid-ai-writing · plugins/avoid-ai-writing/skills/avoid-ai-writing/SKILL.md · Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms,"…
v3.38.0 · audit A · 5,120 stars
avoid-ai-writing SKILL.md skill
conorbronsdon/avoid-ai-writing · skills/avoid-ai-writing/SKILL.md · Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms,"…
v3.38.0 · audit A · 5,120 stars
avoid-ai-writing SKILL.md skill
conorbronsdon/agent-context-os · writing/skills/avoid-ai-writing/SKILL.md · Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms,"…
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