2026-grade Cross-Domain Optimization. Expertise in Interaction to Next Paint (INP), Partial Hydration, UUIDv7...
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Create concise, architectural implementation plans using the RFC-Lite format. STRICTLY LIMITED VERBOSITY.
Surgical Debugger & Code Optimizer. Autonomous root-cause investigation, persistence-loop fixing, and high-fidelity...
Test-Driven Development Iron Law. Write the test first. Watch it fail. Write minimal code to pass. No exceptions.
Evidence before claims, always. No completion claims without fresh verification. The final gate before declaring success.
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology...
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use...
Build production-ready LLM applications, advanced RAG systems, and
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when...
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection...
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when...
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight...
Master API documentation with OpenAPI 3.1, AI-powered tools, and
You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design...
Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when...
Master software architect specializing in modern architecture
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision...
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and...
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Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when...
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense...
Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build...
Expert backend architect specializing in scalable API design,