Agent skills by jeremylongshore

Use when you need Groq's non-chat endpoints — transcribing or translating audio with Whisper, understanding images with Llama 4 vision, generating speech (TTS), or benchmarking models for speed vs quality. Trigger with…

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 Groq integration. Implements prompt sanitization, PII redaction, response…

Collect Groq debug evidence for support tickets and troubleshooting.

Deploy Groq integrations to Vercel, Cloud Run, and containerized platforms.

Use when you run Groq inference for multiple teams and need per-team model allow-lists, spending caps, rate limits, and key rotation — because Groq API keys have no built-in scopes, so access control must live in your…

Create a minimal working Groq chat completion example. Use when starting a new Groq integration, testing your setup after installing the SDK, or learning the basic Groq API request/response pattern before building…

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

Install and configure Groq SDK authentication for TypeScript or Python.

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 zero-downtime, feature-flagged cutover with a benchmark and rollback plan.…

Use when you need Groq to behave differently across dev, staging, and production — cheap fast models and verbose logs in dev, the production model and hardened retries everywhere else, with per-environment API keys.…

Set up observability for Groq integrations: latency histograms, token

Optimize Groq API performance with model selection, caching, streaming,

Execute Groq production deployment checklist and go-live procedures.

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.

Upgrade groq-sdk versions and handle Groq model deprecations.

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

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Automate the PolicyCenter account→submission→quote→bind→issue→endorse→renew pipeline including the failure paths — underwriting issues blocking bind, quotes expiring before bind, referrals stuck pending approval, and…

Automate the ClaimCenter FNOL→investigation→reserve→payment→settlement→close pipeline including the failure paths — duplicate FNOL from multi-source intake, reserve-must-precede-payment ordering,…