Read and query GCP logs for Hyperlane agents using gcloud CLI. Use when investigating relayer, validator, or scraper logs, debugging message processing, or analyzing operational…
Score 70/100
Generate CI/CD pipelines for Node.js and Angular applications on GCP with Cloud Build and GKE deployment.
Score 70/100
GCP 프로젝트 생성부터 결제 계정 연결, API 활성화까지 원스텝 자동화. 트리거: GCP 프로젝트 만들어줘, 새 프로젝트 생성, 프로젝트 셋업해줘, GCP 프로젝트 설정
Score 70/100
Optimize Google Cloud Platform resource allocation and manage cloud credits efficiently. Use when planning GCP deployments, analyzing cloud spend, maximizing value from expiring…
Score 70/100
Configure GCP IAM, Secret Manager, and VPC networking with security best practices. PROACTIVELY activate for: (1) setting up service accounts and IAM permissions, (2) managing…
Score 70/100
Troubleshoot GCP services using tool-first access (via MCP when available), falling back to the CLI only when necessary.
Score 70/100
GCP VM 생성 마법사. 용도 기반 사양 추천, VM 생성, 방화벽 설정까지 자동화. 트리거: VM 만들어줘, GCP VM 생성, 서버 하나 띄워줘, 인스턴스 생성
Score 70/100
GDD review and research during playtest phase. Use during playtest phase BEFORE sending playtest_session_report to PM, after completing gameplay testing, after reviewing…
Score 70/100
Playwright-based game playtesting and design validation. Use when validating implementation against GDD, testing gameplay mechanics, capturing screenshot evidence, performing game…
Score 70/100
Use when debugging the Breenix kernel at assembly or C-level using GDB - investigating CPU exceptions, page faults, triple faults, examining register state during interrupt…
Score 70/100
Conversational GDB debugging for Breenix kernel. Use for interactive debugging sessions - set breakpoints, inspect registers, examine memory, step through code, investigate…
Score 70/100
GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation
Score 70/100
Audits web applications and architectures for compliance with GDPR, CCPA, and other privacy regulations, focusing on consent, data minimization, and user rights.
Score 70/100
Dependency management, CI/CD optimization, Docker configuration, and operational observability (logging/alerting/health checks).
Score 70/100
Comprehensive guide for building production-quality Ruby gems. Use when creating new gems, structuring gem architecture, implementing configuration patterns, setting up testing,…
Score 70/100
Gemini 3 Pro API/SDK integration for text generation, reasoning, and chat. Covers setup, authentication, thinking levels, streaming, and production deployment.
Score 70/100
Comprehensive reference for Google's Gemini API. Use when building applications with: (1) Gemini models (Gemini 3 Pro, 2.5 Flash/Pro/Flash-Lite) for text and multimodal…
Score 70/100
Comprehensive reference for Google's Gemini API. Use when building applications with: (1) Gemini models (Gemini 3 Pro, 2.5 Flash/Pro/Flash-Lite) for text and multimodal…
Score 70/100
Use Gemini CLI's 1M token context to understand entire codebases in one pass. Full architecture mapping, pattern discovery, and onboarding documentation.
Score 70/100
Google python-genai SDK for Gemini 3 Flash, Gemini 3 Pro, and Gemini models. Use when building with Google's Gemini API, google-genai, implementing thinking/reasoning, structured…
Score 70/100
Delegiere Aufgaben an Gemini CLI im Headless-Mode. Nutze fuer Dokumentation, Code-Reviews, Analysen oder wenn der User /gemini aufruft. Nutzt Google Subscription (KEIN API Key).
Score 70/100
Invoke Google Gemini for image generation and understanding using the Python google-genai SDK. Supports gemini-3-pro-image-preview (generation + understanding),…
Score 70/100
Invoke Google Gemini 3 Pro for text generation, reasoning, and code tasks using the Python google-genai SDK.
Score 70/100
Optimize token usage when delegating to Gemini CLI. Covers token caching, batch queries, model selection (Flash vs Pro), and cost tracking.
Score 70/100
Performs web searches using Gemini CLI headless mode with google_web_search tool. Includes intelligent caching, result validation, and analytics.
Score 70/100
Central authority for Claude-Gemini shared workspace architecture. Defines directory structure, artifact exchange, and file naming conventions.
Score 70/100
Convert a project plan written in a Markdown file into a complete bd beads graph (tasks, subtasks, dependencies) using only bd for creation and edits, then review and optimize…
Score 70/100
Expert in OCI Generative AI Dedicated AI Clusters - deployment, fine-tuning, optimization, and production operations
Score 70/100
Comprehensive expertise for working with Microsoft's GenAIScript framework - a JavaScript/TypeScript-based system for building automatable LLM prompts and AI workflows.
Score 70/100
General software development practices including code review, testing strategies, and CI/CD integration.
Score 70/100
Create effective agent skills through guided briefing process. Use when user wants to: (1) create a new skill, (2) make a skill, (3) build a skill, (4) set up a skill, (5)…
Score 70/100
Analyzes and refines agent skills by identifying quality issues, prioritizing fixes (MUST/SHOULD/NICE), gathering user feedback, and implementing improvements.
Score 70/100
Use Schemathesis when an agent needs to turn an API schema into broad negative and edge-case coverage instead of hand-writing examples.
Score 70/100
Creates API_CATALOG.md or INTERFACE_CATALOG.md documenting all system interfaces with examples. Use when documenting APIs, CLIs, SDKs, or message interfaces for consumers…
Score 70/100
Generate Next.js API route handler with repository integration, error handling, and TypeScript types.
Score 70/100
Generate Python code to solve AppWorld agent tasks using playbook bullet guidance. Use when the AppWorld executor needs executable Python code for tasks involving Spotify, Venmo,…
Score 70/100
Generates ARCHITECTURE.md following IEEE 15289 standards. Use when documenting a new or existing project's technical architecture.
Score 70/100
Generate dashboard card component with shadcn Card structure, TypeScript props, and optional sub-components. Use when creating new dashboard widgets or stat cards.
Score 70/100
Turn a public GitHub repository into an interactive architecture diagram before onboarding, code review, or agent handoff.
Score 70/100
Generate design documents from existing code. Use when the user wants to "generate design docs", "create documentation from code", "reverse engineer architecture", "extract design…
Score 70/100
Turn a project description into a Claude Code team architecture with generated agents, shared skills, and orchestration patterns instead of hand-designing the whole setup.
Score 70/100
Homeostatic actuator auto-generating missing tests for requirements with low coverage. Creates unit tests, edge cases, and error cases for REQ-* without sufficient test coverage.
Score 70/100
Terraform モジュールを生成・管理する。「モジュール作成」「モジュール生成」「新しいモジュール」「module 作って」「モジュール構造」「tf モジュール」「terraform モジュール追加」「モジュールのテンプレート」「モジュール scaffold」などで起動。
Score 70/100
Generate behavioral specifications (Layer 3) from use cases and architecture documents using multi-agent orchestration
Score 70/100
Generate the conclaude-schema.json configuration schema file using src/bin/generate-schema.rs. USE WHEN the configuration format changes, new config fields are added, or the…
Score 70/100
Refresh Terraform module documentation from source so variables, outputs, and providers stay aligned with the code before review or release.
Score 70/100
Generate comprehensive test cases from specification documents using AI in the QuickRail project. Use when users want to create test cases from requirements, spec documents, or…
Score 70/100
Create comprehensive unit test plans for Swift code with TDD methodology. Use this when planning tests for new features, ensuring test coverage, creating test checklists, or…
Score 70/100
Creates USER_GUIDE.md for end-users (not developers). Use when preparing onboarding material or end-user documentation.
Score 70/100
Generate API contracts and OpenAPI specifications from code or design documents. Use when documenting API contracts and specifications.
Score 70/100
Generate client SDKs in multiple languages from OpenAPI specifications. Use when generating client libraries for API consumption.
Score 70/100
Generate C4 architecture diagrams from subsystem catalogs - codifies abstraction strategies, notation conventions, and selection criteria
Score 70/100
Generates DrawIO XML diagrams for Amazon Web Services architectures from text descriptions or images. Analyzes existing .drawio files to extract AWS components.
Score 70/100
Generate comprehensive technical documentation including API docs (OpenAPI/Swagger), code documentation (TypeDoc/Sphinx), documentation sites (Docusaurus/MkDocs), Architecture…
Score 70/100
Generates DrawIO XML diagrams for Google Cloud Platform architectures from text descriptions or images. Analyzes existing .drawio files to extract GCP components.
Score 70/100
Generate gRPC service definitions, stubs, and implementations from Protocol Buffers. Use when creating high-performance gRPC services.
Score 70/100
Execute use when generating Helm charts for Kubernetes applications. Trigger with phrases like "create Helm chart", "generate chart for app", "package Kubernetes deployment", or…
Score 70/100
Execute use when generating infrastructure as code configurations. Trigger with phrases like "create Terraform config", "generate CloudFormation template", "write Pulumi code", or…
Score 70/100
Generates and displays OVN-Kubernetes network topology diagrams showing logical switches, routers, ports with IP/MAC addresses in Mermaid format
Score 70/100
Generate complete REST API implementations from OpenAPI specifications or database schemas. Use when generating RESTful API implementations.
Score 70/100