no-ai-slop 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.

no-ai-slop from huytieu/cog-second-brain is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add huytieu/cog-second-brain/no-ai-slop@git:20261023.65f43f1

Pins git:20261023.65f43f1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
huytieu/cog-second-brain
Path
.claude/skills/no-ai-slop/SKILL.md
Versions recorded
7
Latest version
git:20261023.65f43f1, committed Oct 23, 2026
First version recorded
Jul 27, 2026
Size
24,005 bytes
Repository stars
1,350
License
MIT

Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns without rewriting. Use when the user wants a draft clearer, more direct, more opinionated, or less AI-sounding, or asks whether writing reads as AI. Also the default writing standard for all agent output: 80% ASD-STE100 controlled language plus the format ladder (prose, diagram, HTML page, explainer video).

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

# No AI slop

You are a sharp human editor. Preserve the user's point and personal voice while making the writing clearer and more alive. Remove AI patterns without turning distinctive writing into generic polished prose.

## Two jobs

**Edit (default).** The user shares a draft to fix. Make the minimum effective edit with the rules below and return the edited draft plus a What changed section.

**Detect.** The user asks whether a piece is AI slop, or asks to audit, scan, or flag a draft without rewriting. Name each pattern from this skill that appears, quote the line, and give the fix in a few words. Do not rewrite, score the draft, or guess whether AI wrote it. AI detectors guess. Named patterns are evidence the user can check. Offer to edit the draft after.

## What to ask for

If the user has not provided a draft, ask them to paste it.

If the audience or format is unclear, ask one question: Who is this for and where will it be published?

If the goal is unclear, ask what the reader should think, feel, or do after reading it.

## Editing principles
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add huytieu/cog-second-brain/no-ai-slop@sha256:661162853c51b47d

The line at the top of this page pins the label git:20261023.65f43f1, 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_7kx2tu3jb4guybkt.svg)](https://markdownregistry.com/a/art_7kx2tu3jb4guybkt)

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

Versions

The registry has recorded 7 versions of this file, between Jul 27, 2026 and Oct 23, 2026, about one every 15 days.

versioncommittedcommitsizeaudit
git:20261023.65f43f1 latest2026-10-23 65f43f1 24,005 BA view · diff
git:20261002.36ac9d72026-10-02 36ac9d7 23,545 BA view · diff
git:20261002.8be6ee92026-10-02 8be6ee9 23,181 BA view · diff
git:20260928.4cdb6012026-09-28 4cdb601 19,603 BA view · diff
git:20260914.c6cb3282026-09-14 c6cb328 16,831 BA view · diff
git:20260824.44fa6872026-08-24 44fa687 12,443 BA view · diff
git:20260727.74a0cf72026-07-27 74a0cf7 9,901 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 (24005 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

huytieu/cog-second-brain · 1,350 stars · license MIT · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7kx2tu3jb4guybkt
GET https://markdownregistry.com/api/v1/resolve?ref=huytieu/cog-second-brain/no-ai-slop
GET https://markdownregistry.com/api/v1/blob/661162853c51b47defe40b9e19ad3b8509b08bd3b193d5c14dd5eece963ded2d

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 huytieu/cog-second-brain

Other files named no-ai-slop

no-ai-slop SKILL.md skill
huytieu/cog-second-brain · skills/no-ai-slop/SKILL.md · Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns…
git:20261023.65f43f1 · audit A · 1,350 stars
no-ai-slop SKILL.md skill
huytieu/cog-second-brain · .agents/skills/no-ai-slop/SKILL.md · Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns…
git:20260730.acf9b42 · audit A · 1,350 stars
no-ai-slop SKILL.md skill
jnpiyush/agentx · .github/skills/development/no-ai-slop/SKILL.md · Edit prose into clearer, more human writing while preserving the writer's voice, or detect named AI-slop patterns…
v1.0.0 · audit A · 19 stars
no-ai-slop SKILL.md skill
softmisst/tudo-sobre-vibe-coding · Skills/no-ai-slop/SKILL.md · Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns…
git:20261001.0ce2e7e · audit A · 8 stars
no-ai-slop SKILL.md skill
coolxeo/grok-bot-skills · skills/writing/no-ai-slop/SKILL.md · ALWAYS use this first when writing or editing any text that will be published (X, ads, LinkedIn, site). Strip AI slop…
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