Agent skills

Configure Groq local development with hot reload, mocking, and testing.

Use when you are moving a codebase off OpenAI, Anthropic, or another LLM provider onto Groq (or between Groq model generations) and want a…

Use when you need Groq to behave differently across dev, staging, and production — cheap fast models and verbose logs in dev, the…

Set up observability for Groq integrations: latency histograms, token

Execute Groq production deployment checklist and go-live procedures.

Expert assistance for writing, optimizing, and debugging GROQ queries.

Implement Groq rate limit handling with backoff, queuing, and header

Implement Groq reference architecture with model routing, streaming

Apply production-ready Groq SDK patterns for TypeScript and Python.

Apply Groq security best practices for API key management and data protection.

Upgrade groq-sdk versions and handle Groq model deprecations.

Build shared real-time experiences using GroupActivities and SharePlay.

Consolidate PostHog error tracking issues that are the same actual error reported under different fingerprints.

Designs and maintains semantic groupings and readable layouts on the filmmaking canvas — scenes, character-reference sets, act beats, and…

A municipal urban-tree-canopy policy proposal — the public need, the evidence, the options, and the funding decision.

Research, clarify, shape, and approve an implementation-ready IP and task list.

Growth engine for digital products -- growth hacking, SEO, ASO, viral loops, email marketing, CRM, referral programs and acquisition…

Growth engineering - PLG, referral, viral loops, onboarding optimization.

Use this skill when the user needs to design a product-led growth strategy, build viral loops, improve activation metrics, or reduce churn.

When to activate: gRPC in Go, protobuf, server/client setup, interceptors, streaming, metadata, health checks

gRPC with Python using grpcio and protobuf for high-performance microservice communication.