Guides agents through Red-Green-Refactor with runner-captured evidence. Use when running /cc-tdd-cycle, writing tests before implementation, or Global TDD required is yes.
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Red (failing test) → Green (minimal code) → Refactor. Evidence comes from
npx cc-codeconductor tdd capture, not handmade JSON.
/cc-tdd-cycle, new behavior, bug fixes, TDD-required OpenSpec itemsNOT for docs-only changes or when the Task Card forbids tests.
suiteFails === true).openspec done on test/implement
when TDD is required).Pyramid default: many unit, fewer integration, rare E2E.
| Rationalization | Reality |
|---|---|
| I'll add tests later | Later means never. Red first. |
| This is too small to test | If it can break, it needs a failing test first. |
| I'll write the evidence JSON | Handmade TDD JSON is rejected. |
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Use when adding monitoring, metrics, logging, or tracing to Spring AI or LLM integration code. Covers token tracking, latency measurement, cost estimation, and prompt/response logging. Use when user mentions AI monitoring, token costs, or LLM observability.
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Provides expert knowledge for building modern native Android apps using Kotlin, Jetpack Compose, Material Design 3, MVI architecture, Hilt dependency injection, and Media3/ExoPlayer.
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Design, implement, review, and audit Android Jetpack Compose UI/UX for phone interfaces. Use when a request concerns concrete Compose layout, components, interaction, accessibility, or visual behavior. Do not activate for framework or dependency presence alone; non-UI Android work is excluded.
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Provides expert knowledge for designing, implementing, and managing REST API versioning strategies with deprecation workflows.
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Provides expert knowledge for building Astro 5+ sites with Islands Architecture, Content Collections, TypeScript, and performance-first rendering strategies.
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Audits token storage mechanisms to prevent XSS-based JWT theft.
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