chatgpt-skills MCP — Use Cases, Install & Live Demo

Why use it

Key features

Audited prompt patterns, not a random dump
Categorized by task type
Works with ChatGPT Plus and Team
Installable as a Claude skill for reference use
Maintained and versioned

Live Demo

What it looks like in practice

chatgpt-skill.replay ▶ ready

0/0

Install

Pick your client

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "chatgpt-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/dkyazzentwatwa/chatgpt-skills",
        "~/.claude/skills/chatgpt-skills"
      ],
      "_inferred": true
    }
  }
}

Open Claude Desktop → Settings → Developer → Edit Config. Restart after saving.

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "chatgpt-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/dkyazzentwatwa/chatgpt-skills",
        "~/.claude/skills/chatgpt-skills"
      ],
      "_inferred": true
    }
  }
}

Cursor uses the same mcpServers schema as Claude Desktop. Project config wins over global.

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "chatgpt-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/dkyazzentwatwa/chatgpt-skills",
        "~/.claude/skills/chatgpt-skills"
      ],
      "_inferred": true
    }
  }
}

Click the MCP Servers icon in the Cline sidebar, then "Edit Configuration".

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "chatgpt-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/dkyazzentwatwa/chatgpt-skills",
        "~/.claude/skills/chatgpt-skills"
      ],
      "_inferred": true
    }
  }
}

Same shape as Claude Desktop. Restart Windsurf to pick up changes.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "chatgpt-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/dkyazzentwatwa/chatgpt-skills",
        "~/.claude/skills/chatgpt-skills"
      ]
    }
  ]
}

Continue uses an array of server objects rather than a map.

~/.config/zed/settings.json

{
  "context_servers": {
    "chatgpt-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/dkyazzentwatwa/chatgpt-skills",
          "~/.claude/skills/chatgpt-skills"
        ]
      }
    }
  }
}

Add to context_servers. Zed hot-reloads on save.

claude mcp add chatgpt-skill -- git clone https://github.com/dkyazzentwatwa/chatgpt-skills ~/.claude/skills/chatgpt-skills

One-liner. Verify with claude mcp list. Remove with claude mcp remove.

Use Cases

Real-world ways to use chatgpt-skills

Set up a reusable writing workflow with custom instructions

👤 Writers using ChatGPT heavily ⏱ ~30 min beginner

When to use: You find yourself repeating the same 'write in my voice' context every session.

Prerequisites

Skill installed — git clone https://github.com/dkyazzentwatwa/chatgpt-skills ~/.claude/skills/chatgpt-skills
ChatGPT Plus / Team — For custom instructions and memory features

Flow

Pick a pattern

Use chatgpt-skills. Show me the voice-preservation writing pattern.✓ Copied

→ Pattern doc with custom instructions + usage notes
Customize

Adapt the pattern to my voice: [paste writing samples].✓ Copied

→ Custom instructions block to paste into ChatGPT
Test roundtrip

Now test it — produce 3 sample paragraphs and I'll judge.✓ Copied

→ Samples that actually match your voice

Outcome: A ChatGPT setup that doesn't make you sound like everyone else.

Pitfalls

Over-specifying and making output rigid — Trim instructions to essentials; let the model breathe

Apply the structured research synthesis pattern

👤 Anyone doing multi-source research in ChatGPT ⏱ ~30 min intermediate

When to use: You want outputs that cite sources and acknowledge conflicts, not a smooth summary.

Flow

Load the pattern

Use chatgpt-skills research-synthesis pattern. Topic: state of post-quantum crypto.✓ Copied

→ Structured output with explicit source tiers and conflict notes
Probe gaps

Where is the evidence thin or contested?✓ Copied

→ Named uncertainty areas

Outcome: Research notes you can trust more than vanilla summaries.

Pitfalls

Fabricated citations — Verify every source; ChatGPT still hallucinates URLs

Use the coding-helper patterns for specific debug scenarios

👤 Devs who use ChatGPT for coding assistance ⏱ ~20 min intermediate

When to use: Debugging a tricky issue and you want the model to follow a structured diagnosis instead of guessing.

Flow

Load the debug pattern

Use chatgpt-skills debug-pattern. Bug: [description].✓ Copied

→ Structured Q&A where the model gathers context before hypothesizing

Outcome: Fewer 'have you tried' suggestions, more diagnostic questions.

Combinations

Pair with other MCPs for X10 leverage

chatgpt-skill + filesystem

Keep your customized patterns in your dotfiles

Save my adapted writing pattern to ~/dotfiles/chatgpt-patterns/voice.md✓ Copied

Tools

What this MCP exposes

Tool	Inputs	When to call
load_pattern	pattern name	Starting a new task type
list_patterns	category	Browsing the library
adapt_pattern	pattern + personal context	Tailoring a pattern to you

Cost & Limits

What this costs to run

API quota: None
Tokens per call: Patterns are brief
Monetary: Free; ChatGPT Plus costs separate
Tip: Save your adapted patterns once — don't regenerate each session.

Security

Permissions, secrets, blast radius

Credential storage: None

Data egress: None from skill

Anything you paste into ChatGPT is subject to OpenAI's data policies — review them if using for confidential work.

Troubleshooting

Common errors and fixes

Patterns don't seem to activate in Claude

This library is designed for ChatGPT; in Claude, use it as reference text you paste, not as an auto-activating skill

ChatGPT ignores custom instructions

Instructions have a char limit; trim aggressively. The first 1500 chars carry most weight.

Alternatives

chatgpt-skills vs others

Alternative	When to use it instead	Tradeoff
awesome-chatgpt-prompts	You want a big unfiltered list	No auditing, highly variable quality
Native Claude skills (if you're on Claude)	You actually use Claude Code, not ChatGPT	Skills here are ChatGPT-tuned

More

Resources

📖 Read the official README on GitHub

🐙 Browse open issues

🔍 Browse all 400+ MCP servers and Skills