Boost efficiency with task automation and organizers.
Convert repeated tasks into versioned skills, track performance gaps, and iteratively polish through Git version control. Use for identifying repeated patterns, improving skill consistency, tracking skill evolution, and addressing failure cases. Achieves 20% consistency improvement through iterative refinement. Triggers on "improve skill", "polish skill", "repeated task", "skill evolution", "version skill", "refine pattern".
Mandatory rules for Skill invocation, AskUserQuestion usage, TRUST principles, TAG validation, and TDD workflow. Use when validating workflow compliance, checking quality gates, enforcing MoAI-ADK standards, or verifying rule adherence.
This skill should be used when the user asks to "create a codex prompt", "write a CTM", "format task for codex", "optimize prompt for codex", "submit to codex", or needs to generate a Codex Task Manifest (CTM) for delegation to OpenAI's Codex agent.
Expert knowledge base for Gemini CLI capabilities, configuration, and state-of-the-art prompting techniques. Activate this skill when creating or modifying Gemini skills, custom commands, hooks, GEMINI.md context files, or when crafting prompts for other AI agents.
Advanced tool use patterns including tool search, programmatic calling, and production orchestration. Use when scaling to 10,000+ tools, optimizing token usage, or implementing production tool systems.
Guide for Vercel AI SDK v5 implementation patterns including generateText, streamText, useChat hook, tool calling, embeddings, and MCP integration. Use when implementing AI chat interfaces, streaming responses, tool/function calling, text embeddings, or working with convertToModelMessages and toUIMessageStreamResponse. Activates for AI SDK integration, useChat hook usage, message streaming, or tool calling tasks.
Automatically designs, initializes, implements, validates, and packages new skills from a single high-level request. Use when the user gives a short, possibly vague description like "社内Redshift向けのSQLヘルパースキル作って" and wants a complete, production-ready .skill file generated with minimal manual intervention.
Universal Python/Node.js backend expert. Handles API routes, database operations, business logic, configuration management, anti-duplication checks. Auto-activates on keywords "backend", "API", "database", "server", "endpoint", "Python", "FastAPI" or paths api/**, services/**, models/**.
Senior API architect specializing in REST and GraphQL design. Invoke for API design, OpenAPI specs, resource modeling, versioning, pagination, error handling. Keywords: API design, REST, OpenAPI, GraphQL, API architecture.
Comprehensive context engineering and management system based on the framework C = A(c₁, c₂, c₃, c₄, c₅, c₆). Use this skill when users work with context files, ask about context engineering, need to create/update/analyze contexts, validate context quality, detect discrepancies between contexts, or manage their Context Engineering system. Triggers include: "create a context", "analyze context", "check for inconsistencies", "validate context quality", "update context", "context engineering", "manage contexts", "c1-c6 components", or when working with .claude/contexts/ directories.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends agent's capabilities with specialized knowledge, workflows, or tool integrations.
Guide for creating new skills from scratch. Use when user wants to create, write, or author a new skill, or asks about skill structure, best practices, or SKILL.md format. Do NOT use for installing existing skills (use skill-manager) or syncing skills to IDEs (use skills-sync).
Automatically generate Claude skills from documentation websites, GitHub repositories, and PDF files using the Skill_Seekers tool. **ALWAYS use this skill when:**
Expert guidance for deploying and managing containerized AI agents on Microsoft Foundry Agent Service. Use this skill when building production-ready, scalable AI agents using code-based frameworks (Microsoft Agent Framework, LangGraph, or custom implementations) that need enterprise-grade hosting, scaling, observability, and integration with Azure services.
Review skill files for best practices compliance (naming, description, structure, size). Use when checking SKILL.md quality or getting feedback before publishing. Static analysis only - does NOT execute the skill.
Build effective prompts for Claude Code skills. Creates clear, specific, actionable prompts using engineering principles, templates, and validation. Use when creating skill instructions, workflow steps, task operations, or any Claude prompt.
Intelligent problem-solving orchestrator that iteratively investigates issues, applies fixes, and verifies success criteria until resolved or exhausted.
Meta-skill for rapidly learning new domains. Covers domain research process, expert consultation simulation, knowledge validation, and documentation generation.
Advanced Gemini 3 Pro features including function calling, built-in tools (Google Search, Code Execution, File Search, URL Context), structured outputs, thought signatures, context caching, batch processing, and framework integration. Use when implementing tools, function calling, structured JSON output, context caching, batch API, LangChain, Vercel AI, or production features.
Agent-to-Agent (A2A) protocol implementation patterns for Google ADK - exposing agents via A2A, consuming external agents, multi-agent communication, and protocol configuration. Use when building multi-agent systems, implementing A2A protocol, exposing agents as services, consuming remote agents, configuring agent cards, or when user mentions A2A, agent-to-agent, multi-agent collaboration, remote agents, or agent orchestration.
Enhanced guide for creating effective skills with automatic packaging workflow. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. Automatically offers to package and provide download links for immediate installation.
