PostgreSQL + pgvector + PGroonga で GraphRAG を構築。自然言語でプロジェクトを説明すると、最適なEntity/Edge型、スキーマ、クエリパターンを設計・生成。Use when the user mentions "GraphRAG", "knowledge graph", or wants to build…
Score 70/100
Validate data quality using the Great Expectations Python library. Define expectations as unit tests for your data, run validation suites, and generate human-readable data quality…
Score 70/100
Publication-quality tables in Python with rich styling, formatting, conditional formatting, and export to HTML/images - inspired by R's gt package
Score 70/100
Use when solving or proving greedy algorithms, including activity selection, fractional knapsack, Huffman coding, offline caching, exchange arguments, greedy-choice property,…
Score 70/100
Automate filling job applications on Greenhouse.io and similar React-based ATS platforms via browser automation.
Score 70/100
Hybrid interview that probes AI-engineering mastery by tip-vocabulary depth — entity referencing, loop closure, observability, harness improvement — not by token usage or LOC.
Score 70/100
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…
Score 70/100
Griptape is a modular Python framework for building AI agents and workflows with chain-of-thought reasoning, tools, and memory.
Score 70/100
Grist is an open-source modern relational spreadsheet that combines the flexibility of a spreadsheet with the robustness of a database.
Score 70/100
Searches and rewrites codebases using GritQL declarative queries. Use when refactoring across languages, migrating dependencies, enforcing code patterns, or applying complex…
Score 70/100
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…
Score 70/100
Diagnose and fix Groq API errors with real error codes and solutions. Use when encountering Groq errors, debugging failed requests, or troubleshooting integration issues.
Score 70/100
Diagnose and fix Groq common errors and exceptions. Use when encountering Groq errors, debugging failed requests, or troubleshooting integration issues.
Score 70/100
Collect Groq debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for…
Score 70/100
Collect Groq debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for…
Score 70/100
Deploy Groq integrations to Vercel, Cloud Run, and containerized platforms. Use when deploying Groq-powered applications to production, configuring platform-specific secrets, or…
Score 70/100
Create a minimal working Groq chat completion example. Use when starting a new Groq integration, testing your setup, or learning basic Groq API patterns.
Score 70/100
Create a minimal working Groq example. Use when starting a new Groq integration, testing your setup, or learning basic Groq API patterns.
Score 70/100
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…
Score 70/100
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…
Score 70/100
Optimize Groq API performance with model selection, caching, streaming, and parallel requests. Use when experiencing slow responses, implementing caching strategies, or optimizing…
Score 70/100
Execute Groq production deployment checklist and go-live procedures. Use when deploying Groq integrations to production, preparing for launch, or implementing go-live procedures.
Score 70/100
Execute Groq production deployment checklist and rollback procedures. Use when deploying Groq integrations to production, preparing for launch, or implementing go-live procedures.
Score 70/100
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…
Score 70/100
Implement Groq rate limiting, backoff, and idempotency patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Groq.
Score 70/100
Implement Groq reference architecture with model routing, streaming pipelines, and fallbacks. Use when designing new Groq integrations, reviewing project structure, or…
Score 70/100
Build event-driven architectures with Groq streaming, batch processing, and async patterns. Use when setting up real-time SSE endpoints, batch processing pipelines, or…
Score 70/100
Give coding agents a PostgreSQL-specific reference layer with semantic doc search and curated schema, indexing, and constraint guidance before they generate database code.
Score 70/100
Best practices for inter-group communication, knowledge sharing, and collaborative workflows in four-tier architecture
Score 70/100
Integrate Heartwood authentication into a new or existing Grove property. Covers client registration, PKCE OAuth flow, SvelteKit route setup, session validation, and wrangler…
Score 70/100
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…
Score 70/100
gRPC client development patterns for Braiins OS miners - connection pooling, retry logic, stream handling, and error recovery
Score 70/100
Best practices and guidelines for building high-performance services with gRPC and Protocol Buffers
Score 70/100
Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service…
Score 70/100
gRPC integration patterns for ABP microservices including service implementation, client generation, multi-tenancy, and error handling.
Score 70/100
Comprehensive gRPC microservices skill covering protobuf schemas, service definitions, streaming patterns, interceptors, load balancing, and production gRPC architecture
Score 70/100
gRPC and Protocol Buffers - use for service-to-service communication, API definitions, streaming, and inter-service contracts
Score 70/100
Conception de services gRPC, définition de contrats Protobuf, patterns de streaming et intégration dans des architectures microservices.
Score 70/100
Build high-performance gRPC services with Protocol Buffers, bidirectional streaming, and microservice communication.
Score 70/100
RFC-33 compliant gRPC service standards for Java services. Covers protobuf contracts, service implementation, resilience patterns (retry, bulkhead, circuit breaker), and linting.
Score 70/100
RFC-33 compliant gRPC service standards for Java services. Covers protobuf contracts, service implementation, resilience patterns (retry, bulkhead, circuit breaker), and linting.
Score 70/100
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…
Score 70/100
Astrological charts, transit forecasts, and compatibility reports via grupovenus.com. Manage multiple people and compare charts conversationally.
Score 70/100
Creates professional animations with GSAP (GreenSock Animation Platform). Use when building complex animations, scroll-triggered effects, timelines, or smooth transitions in any…
Score 70/100
Autonomously submit URLs for Google indexing via the Search Console UI using Chrome DevTools Protocol.
Score 70/100
Review changed files for bugs, security issues, and code quality; produce REVIEW.md
Score 70/100
Analyzes existing codebases to understand structure, patterns, and technical debt. Produces ARCHITECTURE.md and STACK.md as systematic mapping documentation.
Score 70/100
Monitors context complexity and triggers state dumps before quality degrades. Prevents context rot by identifying warning signs like circular debugging or confusion.
Score 70/100
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection,…
Score 70/100
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection,…
Score 70/100
Build GTK4 desktop applications with the GTKX React framework, rendering JSX as native Linux widgets via a Rust FFI bridge.
Score 70/100
Generate ES5-compliant JavaScript for Google Tag Manager Custom HTML tags. Use when writing GTM tags, dataLayer code, or analytics implementations.
Score 70/100
Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making…
Score 70/100
Guardrails AI validation framework setup for LLM applications. Implement input/output validation, safety checks, and structured output enforcement.
Score 70/100
Follow these patterns when designing guardrails validation contracts in OptAIC. Use for signal bounds, dataset schemas, portfolio constraints, PIT validation, and other…
Score 70/100
Implements content safety filters with PII redaction, policy constraints, prompt injection detection, and safe refusal templates.
Score 70/100
Use when you need to visually interact with a GUI — test buttons, fill forms, verify visual layouts, fuzz web pages, automate user flows, take screenshots, or perform end-to-end…
Score 70/100
Smart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate documentation/specifications, review architecture, check upgradeability…
Score 70/100
Comprehensive smart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate documentation/specifications, review architecture, check…
Score 70/100
Configure CI/CD pipelines for Guidewire with Gosu compilation, GUnit tests, and configuration deployment. Trigger: "guidewire ci integration", "ci-integration".
Score 70/100