Resilience Patterns

Invoked when a system integrates with external dependencies — APIs, databases, third-party services, AI models, file systems — that can fail, slow down, or become unavailable. This skill provides patterns for surviving those failures without cascading them to the user.

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