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ai-slop

v0.7.1

Detects and removes AI-writing tells (slop) in checked-in markdown prose: em dashes, emoji formatting, AI vocabulary, negative parallelisms, chatbot phrases, filler, stacked hedging, citation artifacts, model-era phrases, and the rest of a catalog distilled from Wikipedia's Signs of AI writing plus a repo-owned, evidence-graded inventory of current-generation model vocabulary. Read-only audit by default with a deterministic detector plus a judgment rubric; an explicit fix action rewrites findings behind a semantic-diff guard. Findings conform to the detector-findings convention so the review fanout fix relay can consume them.

Claude Code2 Skills

By Melodic SoftwareLicense: MIT18 GitHub starsUpdated 1 hour ago

Directory evidence

Runtimes
Claude Code
Parsed components
2 skill or MCP entries
Source updated
Sep 24, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install ai-slop for Claude Code

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install ai-slop@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/melodic-software/claude-code-plugins

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is plugins/ai-slop/.

Plugin files

plugins/ai-slop/
├── .claude-plugin/plugin.json
├── skills/audit/SKILL.md
└── skills/setup/SKILL.md

Included Skills2

auditskills/audit/SKILL.md

Audit markdown prose for AI-writing tells (slop): em dashes (zero-tolerance by default), emoji formatting, AI vocabulary, negative parallelisms, chatbot phrases, filler, stacked hedging, citation artifacts, model-era phrases ('that's the unlock', 'the part most people skip'), and the rest of the catalog (distilled from Wikipedia's Signs of AI writing plus an evolving model-era inventory), plus a judgment rubric for superficial analysis, vague attribution, promotional tone, metaphor jargon ('load-bearing', 'seam'), and mechanism-free claims. Use when: 'check for AI slop', 'de-slop this doc', 'unslop this', 'find AI tells', 'does this read AI-written', 'remove em dashes', or before publishing agent-written prose. Read-only by default; 'fix' as an explicit argument applies rewrites behind a semantic-diff guard and may be chained ('detect and rewrite'). Empty target audits the repo's tracked markdown, high-impact and high-velocity files first.

setupskills/setup/SKILL.md

Configure the ai-slop plugin for a consumer repository: exemption paths for documents that legitimately need em dashes, excluded paths, AI-vocabulary word-list tuning, and per-rule thresholds, written to the team layer .claude/ai-slop.json with the user's confirmation. Use when: 'set up ai-slop', 'configure slop detection', 'exempt this doc from the em-dash rule', 'tune the slop thresholds'.

Plugin manifests1

plugins/ai-slop/.claude-plugin/plugin.json
{
  "$schema": "https://json.schemastore.org/claude-code-plugin-manifest.json",
  "name": "ai-slop",
  "version": "0.7.1",
  "description": "Detects and removes AI-writing tells (slop) in checked-in markdown prose: em dashes, emoji formatting, AI vocabulary, negative parallelisms, chatbot phrases, filler, stacked hedging, citation artifacts, model-era phrases, and the rest of a catalog distilled from Wikipedia's Signs of AI writing plus a repo-owned, evidence-graded inventory of current-generation model vocabulary. Read-only audit by default with a deterministic detector plus a judgment rubric; an explicit fix action rewrites findings behind a semantic-diff guard. Findings conform to the detector-findings convention so the review fanout fix relay can consume them.",
  "author": {
    "name": "Melodic Software",
    "email": "[email protected]"
  },
  "license": "MIT",
  "keywords": [
    "ai-slop",
    "ai-writing",
    "slop",
    "unslop",
    "em-dash",
    "emoji",
    "detector",
    "prose",
    "audit",
    "skill"
  ]
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[ai-slop on Agent Plugins Marketplace](https://pluginsmp.com/plugins/ai-slop)