audit SKILL.md skillA

audit from sigistry/marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add sigistry/marketplace/audit@git:20260924.dde2a86

Pins git:20260924.dde2a86 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: sigistry/marketplace
Path: plugins/slop-check/skills/audit/SKILL.md
Versions recorded: 2
Latest version: git:20260924.dde2a86, committed Sep 24, 2026
First version recorded: Sep 24, 2026
Size: 5,051 bytes
Repository stars: 3
License: MIT

Review or draft prose so it reads like a person wrote it, not an AI. Catches AI-slop tells (cliché clusters, promotional register, "not just X but Y" parallelisms, copula avoidance, uniform sentence rhythm, and em-dash or emoji overuse) and suggests rewrites. Use when writing, editing, or reviewing docs, READMEs, blog posts, release notes, or marketing copy, or when the user asks to check content for AI slop, "sloppy AI", or to make writing sound human.

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

# slop-check

Make prose read like a person wrote it. This is a craft tool: the goal is a genuine voice that fits the piece, not a trick to fool an AI detector. Ignore detector scores entirely. They are noisy, and chasing them produces worse writing.

## The one rule that governs the rest

No single feature proves text is AI-written. Good human writers use em dashes, emoji, the word "delve," and the occasional cliché. The tell is a *cluster*: several markers stacked together, plus a flat, promotional register and a rigid shape. So weigh concentration and context, not isolated hits. One em dash in a strong paragraph is fine. Five em dashes, three "crucial"s, and a "in today's fast-paced world" in one section is slop.

Match the register, too. A playful blog post, a legal memo, and a terminal README have different rules. Fix what betrays a machine; keep what serves the reader.

## When reviewing a file or a passage

1. Read the target (a file the user names, a pasted passage, or the draft in progress).
2. Find the tells. Prioritize clusters and register over lone words.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add sigistry/marketplace/audit@sha256:adeb1c553410771b

The line at the top of this page pins the label git:20260924.dde2a86, 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_uz4nak5qyib7ydff.svg)](https://markdownregistry.com/a/art_uz4nak5qyib7ydff)

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

Versions

The registry has recorded 2 versions of this file, all committed on Sep 24, 2026.

version	committed	commit	size	audit
git:20260924.dde2a86 latest	2026-09-24	dde2a86	5,051 B	A	view · diff
git:20260924.7ee8ec8	2026-09-24	7ee8ec8	4,908 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 (5051 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

sigistry/marketplace · 3 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uz4nak5qyib7ydff
GET https://markdownregistry.com/api/v1/resolve?ref=sigistry/marketplace/audit
GET https://markdownregistry.com/api/v1/blob/adeb1c553410771b783d78204655e499eedd2e4c71ff1986dda75d3da078107f

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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