Sistem ve akış optimizasyonu rehberi. 2025 AI-driven optimizasyon, darboğaz tespiti ve kullanıcı akış iyileştirmeleri.

Test-driven development workflow with philosophy guide - plan → write tests → implement → validate

Test-driven development workflow with philosophy guide - plan → write tests → implement → validate

Senior Specialist in Remotion v4.0+, React 19, and Next.js 16. Expert in programmatic video generation, sub-frame animation precision, and AI-driven video workflows for 2026.

Reviews Go test code for proper table-driven tests, assertions, and coverage patterns. Use when reviewing *_test.go files.

Senior Technical Writer & Docs Architect. Expert in AI-driven documentation synchronization, style guide enforcement, and 2026 Markdown standards.

Runs iterative APRX specification refinement until convergence. Executes APRX rounds, integrates GPT Pro suggestions into spec and README, commits changes, and tracks convergence. Use when user...

Define or refresh a product North Star metric + driver tree and produce a shareable North Star Metric Pack (narrative, metric spec, inputs, guardrails, rollout).

Auto-generate API documentation from code and comments. Use when API endpoints change, or user mentions API docs. Creates OpenAPI/Swagger specs from code. Triggers on API file changes,...

Consumer-driven contract testing for microservices using Pact, schema validation, API versioning, and backward compatibility testing. Use when testing API contracts or coordinating distributed teams.

Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities. Triggers on testing, spec files, coverage, Vitest, RTL, unit tests, integration tests, or...

Documentation-first development methodology. The goal is AI-ready documentation - when docs are clear enough, code generation becomes automatic. Triggers on "Build", "Create", "Implement",...

Expert in designing durable, scalable workflow systems using Temporal, Camunda, and Event-Driven Architectures.

Handoff designs to developers with Zeplin - access design specs, export assets, and manage style guides

Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.

Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.

A formal evaluation framework for Claude Code sessions, implementing eval-driven development (EDD) principles.

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

CRITICAL: Use for domain modeling. Triggers: domain model, DDD, domain-driven design, entity, value object, aggregate, repository pattern, business rules, validation, invariant, 领域模型, 领域驱动设计, 业务规则