LLM Project Development Skill

Build production LLM applications using proven methodology from Karpathy's HN Time Capsule, Vercel d0, Manus, and Anthropic's research.

Core principle: Validate manually first, then build deterministic pipelines around the non-deterministic LLM core.

Supporting Documentation

All files under 500 lines per Anthropic best practices:

• references/ - Methodology foundations

  • case-studies.md - Karpathy, Vercel d0, Manus patterns
  • pipeline-patterns.md - Python/TypeScript code patterns
  • INDEX.md - Reference navigation

• examples/ - Grey Haven implementations

  • tanstack-pipeline.md - TanStack Start example
  • fastapi-pipeline.md - FastAPI backend example
  • INDEX.md - Examples navigation