What is anti-slop-brain?

A review guide for spotting and repairing low-quality AI-generated writing, code, documentation, and agent output. It uses examples from a reference collection rather than trying to identify who wrote the text.

Reviewing and revising prose, source code, technical documentation, and coding-agent responses for signs of low-quality AI output.

It helps find generic, misleading, or otherwise poor AI output and gives a basis for improving it. This reduces reliance on guesses about whether a person or AI wrote something.

anti-slop-brain — Plugin for Claude Code by AgriciDaniel/anti-slop

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/AgriciDaniel/anti-slop

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/agricidaniel/anti-slop/anti-slop-brain/github.svg)](https://agentmods.dev/plugins/agricidaniel/anti-slop/anti-slop-brain)

Your own site

<a href="https://agentmods.dev/plugins/agricidaniel/anti-slop/anti-slop-brain"><img src="https://agentmods.dev/badge/plugins/agricidaniel/anti-slop/anti-slop-brain/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/agricidaniel/anti-slop/anti-slop-brain"><img src="https://agentmods.dev/badge/plugins/agricidaniel/anti-slop/anti-slop-brain.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured The manifest loads nothing itself; its 1 skill, 4 agents cost 367 tokens a session between them.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

anti-slop-brain scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

anti-slop-brain/.claude-plugin/plugin.json · 32 lines

What it actually says

{
  "name": "anti-slop-brain",
  "version": "0.1.0",
  "description": "Anti-Slop Brain Obsidian brain for detection and repair of AI slop in prose, code, documentation, and agent output, grounded in corpus evidence rather than authorship detection.",
  "author": {
    "name": "Daniel Agrici",
    "url": "https://github.com/AgriciDaniel"
  },
  "homepage": "https://github.com/AgriciDaniel/anti-slop",
  "repository": "https://github.com/AgriciDaniel/anti-slop",
  "license": "Apache-2.0 AND CC-BY-SA-4.0 AND CC-BY-4.0",
  "keywords": [
    "anti-slop",
    "ai-slop",
    "writing-quality",
    "code-review",
    "obsidian",
    "brain",
    "citations",
    "provenance"
  ],
  "allowed-tools": [
    "Read",
    "Grep",
    "Glob",
    "Bash",
    "Write",
    "Edit"
  ],
  "_comment_skills": "No explicit skills array. This directory's SKILL.md sits at the root and is discovered automatically. Pointing skills at ./SKILL.md fails claude plugin validate, which requires directory entries."
}

Contents

What it installs

The manifest is a name and a version. 1 skill, 4 agents travel with it, and installing the plugin installs all of them — 367 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Files

What ships with it

1 file beside plugin.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

marketplace.json 891 B

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 32 lines scan A fc983b5e129d

Subscribe to this mod's changes

anti-slop-brain is a plugin published in the GitHub repository AgriciDaniel/anti-slop (67 stars, last pushed 1mo ago), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Claude Code Code review Writing and docs agent-skills ai-slop citation-verification code-quality writing-quality

anti-slop-brain next to 6 plugins from other repositories
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anti-slop-brainAgriciDaniel/anti-slop	Plugin	67	1mo ago	Apache-2.0	A	—	Claude Code
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ring-dev-teamLerianStudio/ring	Plugin	218	6d ago	Apache-2.0	A	—	Claude Code, Cursor
ring-pm-teamLerianStudio/ring	Plugin	218	6d ago	Apache-2.0	A	—	Claude Code, Cursor
argotget-tmonier/argot	Plugin	52	5d ago	MIT	A	—	Claude Code
claude-playbooksmartwhale8/claude-playbook	Plugin	44	1mo ago	MIT	A	—	Claude Code
review-protufantunc/review-pro	Plugin	5	3d ago	MIT	A	—	Cursor