vibekit

Research workflow: systematic interviewing → research brief design → multi-source consolidation

Multi-expert evaluation and deliberation patterns for structured analysis

Diátaxis-aligned documentation with cognitive load management

Prompt engineering and optimization for Claude

Generate domain-specific skills using advanced reasoning techniques

Python 3.13 patterns with Pydantic V2, async, pytest, type hints

Google ADK agent development with Vertex AI SDK

Next.js 14+, React, TypeScript, Firebase, Tailwind, Zustand patterns

GCP deployment, Cloud Run, CI/CD, Infrastructure as Code

Model Context Protocol server development patterns

Testing, code review, linting, coverage analysis

Logging, tracing, error tracking, alerting, OpenTelemetry

Frontend and backend performance optimization patterns

[STUB] RAG pipeline development with Vertex AI RAG Engine

[STUB] Security audit, OWASP, authentication, compliance

[STUB] C4 diagrams, OpenAPI specs, architectural decisions