Agent skills for DeepSeek Harness

Configure Groq CI/CD integration with GitHub Actions, testing, and model

Execute Groq's primary workflow: chat completions with tool use and JSON mode.

Optimize Groq costs through model routing, token management, and usage

Use when you need to keep PII out of Groq API calls, filter model responses, audit-log conversations, or track token cost and usage for a…

Use when you run Groq inference for multiple teams and need per-team model allow-lists, spending caps, rate limits, and key rotation…

Build event-driven architectures with Groq streaming, batch processing,

Execute Groq incident response: triage, mitigation, fallback, and postmortem.

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…