Example prompts
3 from the official listing
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Matt Skills Curated Choose the best engineering workflow for this task and execute it
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Mention Matt Skills Curated by name in your message, as the official examples do.
How to use Matt Skills Curated in ChatGPT
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Open Matt Skills Curated in ChatGPT’s plugin directory
Open Matt Skills Curated’s page on chatgpt.com. Sign in to ChatGPT if you are not already.
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Install it from that page
Choose Install plugin there. It adds 42 skills to ChatGPT.
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Mention Matt Skills Curated in a chat
Start a new chat and name it in your request, for example: “Matt Skills Curated, choose the best engineering workflow for this task and execute it”
Availability can depend on your ChatGPT plan, your region and, on work accounts, your admin’s settings.
What Matt Skills Curated does
A curated ChatGPT and Codex distribution of MIT-licensed engineering, AI/ML, and productivity workflows, matured for automatic routing. It includes 42 focused Skills for requirements, specs, tickets, multi-agent spec implementation, TDD, debugging, review, session retrospectives, architecture, research, AI model development, data remediation, statistical ML best practices, J-space cognitive reasoning, autonomous goal contracts, skill conductor authoring, repository safety and setup, TypeScript package boundaries, workflow design, handoffs, teaching, course exercise scaffolding, and long-form writing. Host-specific duplicates and repository-development noise are excluded.
From the official listing, written by Mamdouh Aboammar.
42 skills included
Packaged instructions ChatGPT follows for a specific task when Matt Skills Curated is in use.
- AI Data Remediation
- AI Engineering
- Code Review
- Codebase Design
- Diagnosing Bugs
- Domain Modeling
- Engineering Workflow Guide
- Git Safety Guardrails
- Goal Prompt Synthesis
- Grill Me
- Grill with Docs
- Grilling
- Handoff
- Implement
- Implement Spec
- Improve Codebase Architecture
- J-Space Reasoning
- Migrate to Shoehorn
- ML Best Practices
- Prototype
- Research
- Resolving Merge Conflicts
- Retro
- Scaffold Exercises
- and 18 more
What Matt Skills Curated can access
The official listing names no Read or Write capability for Matt Skills Curated. Check what it asks for when you add it, and connect only the accounts you want it to use.
- Also listed
- Engineering task routing, Requirements discovery & specs, Issue decomposition & tickets, Multi-agent spec implementation, Test-driven development (TDD), Root-cause bug diagnosis, Pre-commit code review, Software architecture & deep modules, Domain-driven modeling & ADRs, Primary-source technical research, AI & ML model engineering, Self-healing data remediation, ML statistical evaluation & metrics, Cognitive workspace reasoning (J-space), Autonomous goal contracts, Skill conductor authoring & evals, Git safety guardrails & pre-commit, Workflow design & session handoffs, Course scaffolding & pedagogy and Long-form writing & beats structure
Before you connect it
OpenAI’s plugin pages note that a connected plugin may receive relevant parts of your chats to answer a request, and that Mamdouh Aboammar’s own terms and privacy policy then cover that data. You can disconnect a plugin later in ChatGPT’s settings. Read the privacy policy (github.com) and terms (github.com).
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