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ai-slop-detector SKILL.md skillA

ai-slop-detector from milad-ahmd/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add milad-ahmd/agent-skills/ai-slop-detector@git:20261025.7c7d700

Pins git:20261025.7c7d700 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: milad-ahmd/agent-skills
Path: skills/ai-slop-detector/SKILL.md
Versions recorded: 1
Latest version: git:20261025.7c7d700, committed Oct 25, 2026
Size: 2,015 bytes
Repository stars: 5
License: MIT

Finds "AI slop" writing patterns, such as cliché phrases ("delve", "in today's fast-paced world"), em-dash overload, uniform sentence rhythm, reflexive triads, and empty conclusions, using a scoring script, then rewrites the text to sound specific and human while keeping the author's meaning and voice. Use when the user asks to humanize text, remove AI-sounding phrasing, de-slop a draft, or check whether writing sounds robotic.

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

# AI Slop Detector

Make writing sound like a specific human wrote it, not an average of the internet.

## 1. Scan

```bash
python3 scripts/slop_scan.py draft.md          # file
pbpaste | python3 scripts/slop_scan.py -       # stdin
```

The script prints a **slop-signal score from 0 to 100**, the flagged lines with line numbers, em-dash density and sentence-rhythm uniformity.

## 2. Diagnose the patterns the script can't catch

- Generic claims with no specifics (no names, numbers, examples).
- Reflexive "X, Y, and Z" triads, and "It's not just A, it's B" constructions.
- Empty openers and closers ("In conclusion", "Ultimately", "I hope this helps!").
- Hedging stacks ("may potentially help to"), and bullet lists where prose would read better.
- The same paragraph shape repeated over and over.

## 3. Rewrite

- Keep the meaning, the facts and the author's voice. Ask for a sample of their own writing if you can.
- Replace abstractions with concrete details **the author supplies**. Never invent anecdotes or data. Mark the gaps as `[add a real example]`.
- Vary sentence length, use plain verbs, and cut filler and most em-dashes.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add milad-ahmd/agent-skills/ai-slop-detector@sha256:7f05cd81a8d1d414

The line at the top of this page pins the label git:20261025.7c7d700, 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](https://markdownregistry.com/badge/art_5myktgivljkrenr5.svg)](https://markdownregistry.com/a/art_5myktgivljkrenr5)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 25, 2026.

version	committed	commit	size	audit
git:20261025.7c7d700 latest	2026-10-25	7c7d700	2,015 B	A	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 (2015 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

milad-ahmd/agent-skills · 5 stars · license MIT · pushed 2026-10-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5myktgivljkrenr5
GET https://markdownregistry.com/api/v1/resolve?ref=milad-ahmd/agent-skills/ai-slop-detector
GET https://markdownregistry.com/api/v1/blob/7f05cd81a8d1d4141f6331b1ec09d20ee12073f5b0cf73f05d0c64f71a045ab5

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.