A guided interview to challenge and validate QA automation plans, test strategies, and framework designs before implementation.
Use when stress-testing a plan against the existing domain model and documented decisions. Challenges terminology, cross-references code, and updates CONTEXT.md and ADRs inline as…
Two-act plan hardening with living documentation. ACT 1 (you ↔ Claude) — Claude interviews you relentlessly about a plan, one question at a time, challenging it against your…
Clarify ambiguous AI-engineering project ideas before specs or code by challenging vague terms, identifying assumptions, and updating durable context.
Griptape is a modular Python framework for building AI agents and workflows with chain-of-thought reasoning, tools, and memory.
Grist is an open-source modern relational spreadsheet that combines the flexibility of a spreadsheet with the robustness of a database.
Search and rewrite code with GritQL — declarative queries backed by tree-sitter. Use when refactoring across languages or applying AST transformations at scale.
Searches and rewrites codebases using GritQL declarative queries. Use when refactoring across languages, migrating dependencies, enforcing code patterns, or applying complex…
Build, refine, and master agents using the xAI Grok API — OpenAI-compatible endpoint with grok-4.20 and grok-4-1-fast model families.
Delegate a coding task to the Grok Build CLI as a background implementer, then review its diff and land it yourself.
Configure Groq CI/CD integration with GitHub Actions, testing, and model validation. Use when setting up automated testing, configuring CI pipelines, or integrating Groq tests…
Diagnose and fix Groq API errors with real error codes and solutions. Use when encountering Groq errors, debugging failed requests, or troubleshooting integration issues.
Diagnose and fix Groq common errors and exceptions. Use when encountering Groq errors, debugging failed requests, or troubleshooting integration issues.
Collect Groq debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic informat — from…
Collect Groq debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic informat — from…
Deploy Groq integrations to Vercel, Cloud Run, and containerized platforms. Use when deploying Groq-powered applications to production, configuring platform-specific secrets, or…
Create a minimal working Groq chat completion example. Use when starting a new Groq integration, testing your setup, or learning basic Groq API patterns.
Create a minimal working Groq example. Use when starting a new Groq integration, testing your setup, or learning basic Groq API patterns.
Create a minimal working Groq example. Use when starting a new Groq integration, testing your setup, or learning basic Groq API patterns.
Install and configure Groq SDK authentication for TypeScript or Python. Use when setting up a new Groq integration, configuring API keys, or initializing the groq-sdk in your…
Configure Groq local development with hot reload, mocking, and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration…
Optimize Groq API performance with model selection, caching, streaming, and parallel requests. Use when experiencing slow responses, implementing caching strategies, or optimizing…
Execute Groq production deployment checklist and go-live procedures. Use when deploying Groq integrations to production, preparing for launch, or implementing go-live procedures.
Execute Groq production deployment checklist and rollback procedures. Use when deploying Groq integrations to production, preparing for launch, or implementing go-live procedures.
Implement Groq rate limit handling with backoff, queuing, and header parsing. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput…
Implement Groq rate limiting, backoff, and idempotency patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Groq.
Implement Groq reference architecture with model routing, streaming pipelines, and fallbacks. Use when designing new Groq integrations, reviewing project structure, or…
Build event-driven architectures with Groq streaming, batch processing, and async patterns. Use when setting up real-time SSE endpoints, batch processing pipelines, or…
Laravel philosophy. Convention over config. Eloquent as truth. Invoke ONCE when entering Laravel context.
Ground every version, stack, and best-practice choice in what is current today, read from the release channel rather than from recall.
Give coding agents a PostgreSQL-specific reference layer with semantic doc search and curated schema, indexing, and constraint guidance before they generate database code.
Best practices for inter-group communication, knowledge sharing, and collaborative workflows in four-tier architecture
Integrate Heartwood authentication into a new or existing Grove property. Covers client registration, PKCE OAuth flow, SvelteKit route setup, session validation, and wrangler…
Comprehensive procedures for implementing and managing Myco's Grove multi-tenant architecture with request context management.
Write effective, maintainable tests that catch real bugs and enable confident refactoring. Use when deciding what to test, reviewing test quality, or writing tests for Grove…
Vanilla gRPC standards — .proto services, status.Error with standard codes, domain→code mapping, interceptor chain (auth/log/recovery/validation/metrics), client deadlines,…
gRPC client development patterns for Braiins OS miners - connection pooling, retry logic, stream handling, and error recovery
Best practices and guidelines for building high-performance services with gRPC and Protocol Buffers
Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-servi — from…
gRPC integration patterns for ABP microservices including service implementation, client generation, multi-tenancy, and error handling.
Comprehensive gRPC microservices skill covering protobuf schemas, service definitions, streaming patterns, interceptors, load balancing, and production gRPC architecture
Wraps gRPC server-mocking patterns for client-side tests: Go bufconn (in-memory net.Listener via google.golang.org/grpc/test/bufconn) + mockgen-generated interface mocks, Python…
gRPC + Protocol Buffers patterns — proto schema design, code generation, unary and streaming call types, error handling with gRPC status codes, interceptors, reflection, and…
gRPC and Protocol Buffers - use for service-to-service communication, API definitions, streaming, and inter-service contracts
High-performance gRPC microservices architecture, Protocol Buffers (proto3) schema design, streaming patterns, client/server interceptors, load balancing, and deadline propagation.
Conception de services gRPC, définition de contrats Protobuf, patterns de streaming et intégration dans des architectures microservices.
Build high-performance gRPC services with Protocol Buffers, bidirectional streaming, and microservice communication.
gRPC Service Tool is built around gRPC remote procedure call framework. The underlying ecosystem is represented by grpc/grpc-node (4,816+ GitHub stars).
Design gRPC services with clean proto contracts, versioning, streaming patterns, and deadline propagation.
RFC-33 compliant gRPC service standards for Java services. Covers protobuf contracts, service implementation, resilience patterns (retry, bulkhead, circuit breaker), and — from…
RFC-33 compliant gRPC service standards for Java services. Covers protobuf contracts, service implementation, resilience patterns (retry, bulkhead, circuit breaker), and — from…
gRPC bidirectional streaming RPC over HTTP/2 for real-time agent clusters. Service definition, unary/server-stream/bidi-stream patterns, deadline propagation, and TLS mutual auth.
Like cURL but for gRPC servers. A command-line tool for interacting with gRPC services using server reflection or proto files, supporting unary calls, streaming, TLS, and metadata…
Debug and diagnose GRPO training issues across verl, Megatron, DeepSpeed, and RTX 4090. Symptom-to-bug mapping, NaN debugging, Muon clipping avoidance, and CUDA stream safety…
Prüft GrESt-Schnittstelle, Fälligkeitslogik, Ausnahmen und Vollzugshindernis im Grundbuchamt Praxis.
Grunderwerbsteuer GrEStG bei Share-Deal-Transaktionen mit grundbesitzhaltenden Gesellschaften berechnen und gestalten.
Astrological charts, transit forecasts, and compatibility reports via grupovenus.com. Manage multiple people and compare charts conversationally.
Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount.
Creates professional animations with GSAP (GreenSock Animation Platform). Use when building complex animations, scroll-triggered effects, timelines, or smooth transitions in any…
Implements coordinated GSAP 3 motion (timelines, ScrollTrigger, Flip, MotionPath, Draggable, SplitText, ScrollSmoother, SSR hydration, prefers-reduced-motion).