# slop-cop

> Use this tool when you need to refine and enhance the quality of text generated by large language models (LLMs). The slop-cop tool detects and fixes LLM prose patterns, providing auditing and improvement capabilities for writing quality in compatible hosts. It takes in text as input and outputs refined text, making it ideal for applications where high-quality writing is crucial.

Canonical page: https://skillsregistry.net/skills/0ju1c3-slop-cop  
JSON: https://api.skillsregistry.net/v1/skills/0ju1c3-slop-cop

## Description

Detects and fixes LLM prose patterns in text, exposing tools for auditing and improving writing quality in MCP-compatible hosts.

## Trust

- **Trust score (0–1):** 0.98
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/cx54eb960u)
- **Repository:** <https://github.com/0ju1c3/slop-cop>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "0ju1c3-slop-cop"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/0ju1c3-slop-cop` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/0ju1c3-slop-cop/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt