AI workflow MCP-native Claude · ChatGPT · Gemini · MCP
AI Editor In Chief
An agentic skill for building a living rule set from your own writing, drafting new copy through it on every brief, and sharpening it from your edits over time. Plain text, portable, yours.
What it does
- Trained on your tone of voice.
- Self-learning improves the output over time.
- Setup in 20 minutes.
- One time purchase, use forever.
How it works
- Complete the $15 purchase. You get the ai-editor-in-chief zip plus a demo run log as an instant download, with an email backup of both.
- Unzip and copy the whole ai-editor-in-chief folder into ~/.claude/skills/ so the result is ~/.claude/skills/ai-editor-in-chief/.
- Restart Claude Code.
- In any project, say "run ai-editor-in-chief" or "write in my voice". Claude starts the four-phase workflow.
Install
Our AI workflows are designed to be fully platform agnostic - meaning they are compatible with your AI platform of choice.
01 Claude Code Local install
Drop the skill folder into your Claude Code skills directory and restart.
- Complete the $15 purchase. You get the ai-editor-in-chief zip plus a demo run log as an instant download.
- Unzip and copy the whole ai-editor-in-chief folder into ~/.claude/skills/ so the result is ~/.claude/skills/ai-editor-in-chief/.
- Restart Claude Code.
- In any project, say "run ai-editor-in-chief" or "write in my voice". Claude starts the four-phase workflow.
02 Claude Desktop MCP-native
Add the included MCP server entry to Claude Desktop config.
- Open claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/).
- Add the snippet below under mcpServers.
- Quit and reopen Claude Desktop. The skill appears in the tools tray.
{
"mcpServers": {
"ai-editor-in-chief": {
"command": "node",
"args": ["/absolute/path/to/ai-editor-in-chief/mcp/server.js"]
}
}
} 03 ChatGPT Project or Custom GPT
Paste-in path: build a Project or Custom GPT that wraps the skill.
- In ChatGPT, go to Explore GPTs → Create.
- Paste SKILL.md into Instructions.
- Upload your writing corpus into Knowledge.
- Save. Open the GPT and say "write in my voice".
04 Gemini Gem
Create a Gemini Gem with the skill brain in its instructions field.
- Open Gemini → Gems → Create a new Gem.
- Paste SKILL.md into the instructions field.
- Upload your writing corpus as knowledge files.
- Save and open the Gem. Say "write in my voice".
Stacks with
These AI workflows are designed to chain together. Run one's output through another and you get a real production pipeline.
- AI Proposal Drafter
Stacks with AI Proposal Drafter from MWM Issue 03. Point AI Proposal Drafter at your voice-fingerprint.md from this skill, and the SOW prose is shaped through your rule set automatically.
- The Agent Inbox
Pairs with The Agent Inbox from MWM Issue 04. Conversational search summaries come back written in your own voice.