pattern-critic

Start with the shared critique guidance in:

• docs/common/ai/pattern-critique-guide.md

Read that guide first. It is the canonical reference.

Then use the detailed references already maintained in the repo for:

• docs/development/debugging/README.md
• docs/development/debugging/gotchas/
• docs/common/components/COMPONENTS.md
• docs/common/capabilities/llm.md - LLM integration

Quick Patterns

Correct action() Usage (Default Choice)