Part of Theory to Production

The Claude Skills Factory

P1

Depth:

Building, deploying, and understanding Claude Code skills

Harness Layers

Meta

Meta (principles / narrative / research)

Prompt

Prompt (templates / few-shot / system instructions)*

Orchestration

Orchestration (chaining / routing / looping)

Integration

Integration (tools / RAG / external APIs)

Guardrails

Guardrails (output validation / safety checks)*

Memory

Memory (context / state / persistence)

Eval

Eval (testing / metrics / iteration)

2 of 7 layers covered

Start Here

Recommended entry points for exploring this thread.

Recommended start

Evaluating Claude Artifacts Strategy

Strategic evaluation of artifact-based development

Building Production-Ready AI Tools with Claude Skills

End-to-end production skill development