Pipeline Context

Invoked when building multi-stage processing pipelines — middleware chains, scorer pipelines, build systems, request lifecycles, data transformation flows. The core problem: stages independently repeat expensive operations that could be computed once and shared.

Read the full skill on GitHub. The site shows the first section; the canonical full content with all principles, examples, and rules lives in the repo.

View full SKILL.md on GitHub ›

What the full skill covers

  • Scope
  • Micro-Skills
  • Inputs
  • Outputs
  • Guardrails
  • Ask-When-Ambiguous
  • Decision Criteria
  • Success Criteria