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Context-Driven Development treats project context as a first-class artifact managed alongside code. Instead of relying on ad-hoc prompts or scattered documentation, establish a persistent, structured foundation that informs all AI interactions. Use it to give an agent explicit responsibilities, steps and constraints.

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1. Source - Code checkout, dependency graph resolution 2. Build - Compile, package, containerize, sign artifacts 3. Test - Unit, integration, SAST/SCA security scans 4. Staging Deploy - Deploy to staging environment with smoke tests 5. Integration Tests - E2E,. Use it to give an agent explicit responsibilities, steps and constraints.

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Stable patterns for working with Stitch. This file covers concepts and taxonomies that remain consistent across SDK versions. For the current API surface (parameter names, return shapes, enum values), the authoritative source is the SDK repository linked in the Stitch Documentati. Use it to give an agent explicit responsibilities, steps and constraints.

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architecture-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for api, backend & databases. Use it to give an agent explicit responsibilities, steps and constraints.

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Deep-dive implementation examples for DDD bounded contexts, Onion Architecture, Anti-Corruption Layers, and full project structures. Referenced from SKILL.md. Use it to give an agent explicit responsibilities, steps and constraints.

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Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems. Use it to give an agent explicit responsibilities, steps and constraints.

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1. Nullable vs Non-Null : Start nullable, make non-null when guaranteed 2. Input Types : Always use input types for mutations 3. Payload Pattern : Return errors in mutation payloads 4. Pagination : Use cursor-based for infinite scroll, offset for simple cases 5. Nam. Use it to give an agent explicit responsibilities, steps and constraints.

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