Home / jnpiyush / agentx · .github/skills/development/no-ai-slop/SKILL.md · GitHub

no-ai-slop skillA

no-ai-slop is agent-read markdown (skill) from jnpiyush/agentx: Edit prose into clearer, more human writing while preserving the writer's voice, or detect named AI-slop patterns without rewriting. Use when a user asks to remove AI-sounding phrasing, audit prose for formulaic writing, sharpen a draft, or preserve voice during an edit..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

<!--
Source: https://github.com/petergyang/no-ai-slop
Source commit: d30eddb9e04562234f2070b5ee63ca4649d9a05e (MIT).
Copyright (c) 2026 Peter Yang. See references/LICENSE.txt and repository NOTICE.
Frontier changes: ASCII examples, progressive disclosure, Frontier routing boundaries,
failure handling, and skill-quality rubric sections.
-->

# No AI Slop

> WHEN: Editing general prose that sounds formulaic or AI-generated, or auditing
> a draft for named writing patterns. Preserve the writer's meaning and voice.

## When to Use

- A user supplies an article, memo, post, report, email, or documentation draft
  and asks for clearer or less AI-sounding writing.
- A user asks whether a draft contains AI-slop patterns and wants evidence.
- An AI-assisted edit risks flattening vocabulary, cadence, humor, uncertainty,
  or useful rough edges.

This skill handles general prose. Use `design/content-design` for product UI
strings, `design/anti-slop` for visual design tells, and `development/scrub` for
generated code hygiene. Compose them only when the artifact crosses those scopes.

## Prerequisites

No tools or external services are required. The user must provide a draft. When
…

Read the whole file at its exact version.

How to install

Latest version
mdr add jnpiyush/agentx/no-ai-slop@v1.0.0
Exact content
mdr add jnpiyush/agentx/no-ai-slop@sha256:d5014e3325302cd0

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wlvczkjrl7ajzmq5.svg)](https://markdownregistry.com/a/art_wlvczkjrl7ajzmq5)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-15 f17c505 10,521 BA view · diff
v1.0.02026-09-03 b3f2610 10,511 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (10521 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

jnpiyush/agentx · 16 stars · license Apache-2.0 · pushed 2026-09-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_wlvczkjrl7ajzmq5
GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/no-ai-slop
GET https://markdownregistry.com/api/v1/blob/d5014e3325302cd0aedf57945bd54b5de10a7261fbe208e02d9b676911f558b2

Your agent 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.

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