Architecture guidelines for Jarvy CLI - codebase structure, tool implementation patterns, registry system, platform-specific code organization, and module conventions.
Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →Architecture guidelines for Jarvy CLI - codebase structure, tool implementation patterns, registry system, platform-specific code organization, and module conventions.
Testing guidelines for Jarvy CLI - unit testing patterns, integration tests with assert_cmd, test environment variables, platform-specific testing, and CI coverage strategies.
Audit codebase for agentic layer coverage and identify gaps. Use when assessing agentic layer maturity, identifying investment opportunities, or evaluating primitive coverage.
Generate a project-specific AGENTS.md from a user goal, then confirm before overwriting.
Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector indices, query engines, agents, and multi-modal support. Use for document Q&A, chatbots, knowledge retrieval, or building RAG pipelines. Best for data-centric LLM applications.
Create or update root and nested AGENTS.md files that document scoped conventions, monorepo module maps, cross-domain workflows, and (optionally) per-module feature maps (feature -> paths, entrypoints, tests, docs). Use when the user asks for AGENTS.md, nested agent instructions, or a module/feature map.
Dynamic agent composition and management system. USE WHEN user says create custom agents, spin up custom agents, specialized agents, OR asks for agent personalities, available traits, agent voices. Handles custom agent creation, personality assignment, voice mapping, and parallel agent orchestration.
Get details about a specific agent. Requires authentication. Use for Agentuity cloud platform operations
Get a specific API key by id. Requires authentication. Use for Agentuity cloud platform operations
Show details about a specific database. Requires authentication. Use for Agentuity cloud platform operations
Get query logs for a specific database. Requires authentication. Use for Agentuity cloud platform operations
View logs for a specific deployment. Requires authentication. Use for Agentuity cloud platform operations
Remove a specific deployment. Requires authentication. Use for Agentuity cloud platform operations
Rollback the latest to the previous deployment. Requires authentication. Use for Agentuity cloud platform operations
Show details about a specific deployment. Requires authentication. Use for Agentuity cloud platform operations
Undeploy the latest deployment. Requires authentication. Use for Agentuity cloud platform operations
Get details about a specific eval. Requires authentication. Use for Agentuity cloud platform operations
Get details about a specific eval run. Requires authentication. Use for Agentuity cloud platform operations
List deployments running on a specific organization managed machine. Requires authentication. Use for Agentuity cloud platform operations
Get details about a specific organization managed machine. Requires authentication. Use for Agentuity cloud platform operations
Get information about a specific execution. Requires authentication. Use for Agentuity cloud platform operations
Get details about a specific session. Requires authentication. Use for Agentuity cloud platform operations
Get logs for a specific session. Requires authentication. Use for Agentuity cloud platform operations
Show details about a specific storage bucket. Requires authentication. Use for Agentuity cloud platform operations
Get detailed information about a specific stream. Requires authentication. Use for Agentuity cloud platform operations
Get details about a specific thread. Requires authentication. Use for Agentuity cloud platform operations
Get a specific vector entry by key. Requires authentication. Use for Agentuity cloud platform operations
Build and run the development server
interactive REPL for testing
Upgrade the CLI to the latest version
Create and maintain AgentV YAML evaluation files for testing AI agent performance. Use this skill when creating new eval files, adding eval cases, or configuring custom evaluators (code validators or LLM judges) for agent testing workflows.
Agile ceremonies and sprint management specialist. Use when running standups,
When facilitating sprint retrospectives or team improvement sessions.
Use para implementar serviços de agregação que calculam os eixos de Performance e Potencial a partir de evidências.
Comprehensive ahooks React hooks library specialist. Expert in all 76+ ahooks hooks including state management, effects, data fetching, performance optimization, DOM utilities, and advanced patterns. Use when working with ahooks library, need React hooks utilities or want to learn best practices.
Air Handler Design Pipeline Orchestrator
Air Handler Configuration & Sizing Agent
Quality Assurance & Design Validation Agent
Comprehensive L&D framework for upskilling DevOps/IaC/Automation teams to become AI Agent Engineers. Covers LLM literacy, RAG, agent frameworks, multi-agent systems, and LLMOps. Designed to help traditional automation teams compete with OpenAI and Anthropic.
ai-app
Write and optimize prompts for AI-generated outcomes across text and image models. Use when crafting prompts for LLMs (Claude, GPT, Gemini), image generators (Midjourney, DALL-E, Stable Diffusion, Imagen, Flux), or video generators (Veo, Runway). Covers prompt structure, style keywords, negative prompts, chain-of-thought, few-shot examples, iterative refinement, and domain-specific patterns for marketing, code, and creative writing.
Leveraging AI coding assistants and tools to boost development productivity, while maintaining oversight to ensure quality results.
AI-powered code generation for boilerplate, tests, data, and scaffolding
Design co-learning experiences using the Three Roles Framework (AI as Teacher/Student/Co-Worker). Use when teaching AI-driven development workflows, spec-first collaboration, or balancing AI assistance with foundational learning. NOT for curriculum without AI integration.
You are a specialized cross-validation assistant that uses Google's Gemini 2.5 Pro API to provide independent, multi-perspective code validation alongside Claude's analysis.
Perform comprehensive data analysis, statistical modeling, and data visualization by writing and executing self-contained Python scripts. Use when you need to analyze datasets, perform statistical tests, create visualizations, or build predictive models with reproducible, code-based workflows.
Comprehensive AI/ML development guide for LangChain, LangGraph, and ML model integration in FastAPI. Use when building LLM applications, agents, RAG systems, sentiment analysis, aspect-based analysis, chain orchestration, prompt engineering, vector stores, embeddings, or integrating ML models with FastAPI endpoints. Covers LangChain patterns, LangGraph state machines, model deployment, API integration, streaming, error handling, and best practices.
AI Elements component library for AI-native applications. Use when building chatbots, AI workflows, or integrating with Vercel AI SDK's useChat hook.
Build LLM applications, RAG systems, and prompt pipelines. Implements vector search, agent orchestration, and AI API integrations. Use when building LLM features, chatbots, AI-powered applications, or need guidance on AI/ML engineering patterns.
Build production-ready LLM applications, advanced RAG systems, and