# Prose Coach

> Prose Coach — coach-prose-prose-coach. Use this tool when you need to refine and improve written content by detecting and correcting AI-generated patterns. The Prose Coach analyzes input text and marks 43 specific AI patterns, providing suggested fixes to enhance the writing's clarity and authenticity. Ideal for use in content creation, editing, and proofreading workflows where a more human-like tone is desired.

Canonical page: https://skillsregistry.net/skills/coach-prose-prose-coach  
JSON: https://api.skillsregistry.net/v1/skills/coach-prose-prose-coach

## Description

Deterministic writing filter. Marks 43 AI patterns with the line and the fix.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.3.3
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-13

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/coach.prose%2Fprose-coach)

## Use it

MCP endpoint published by the skill: `https://www.prose.coach/mcp`

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": "coach-prose-prose-coach"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/coach-prose-prose-coach` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/coach-prose-prose-coach/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