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Matt Skills Curated

Mamdouh Aboammar · Developer Tools

ChatGPTApp

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.

Rankings

Skills

  • ai-data-remediation
  • ai-engineering
  • code-review
  • codebase-design
  • diagnosing-bugs
  • domain-modeling
  • engineering-workflow-guide
  • git-safety-guardrails
  • goal
  • grill-me
  • grill-with-docs
  • grilling
  • handoff
  • implement
  • implement-spec
  • improve-codebase-architecture
  • j-space
  • migrate-to-shoehorn
  • ml-best-practices
  • prototype
  • research
  • resolving-merge-conflicts
  • retro
  • scaffold-exercises
  • setup-engineering-workflows
  • setup-pre-commit
  • setup-ts-deep-modules
  • skill-conductor
  • tdd
  • teach
  • to-questionnaire
  • to-spec
  • to-tickets
  • triage
  • wait-what
  • wayfinder
  • wizard
  • workflow-designer
  • writing-beats
  • writing-for-agents
  • writing-fragments
  • writing-shape

Starter prompts

  • Choose the best engineering workflow for this task and execute it
  • Turn this idea into a buildable engineering plan
  • Diagnose this bug, fix it, and verify the result