Essential command-line tools and system utilities.
Build AI agents using Google's Agent Development Kit (ADK) for Python. Use this skill when the user wants to create ADK agents, multi-agent systems, agents with tools, workflow agents (Sequential, Parallel, Loop), or deploy agents to Google Cloud. Triggers include mentions of "ADK", "Agent Development Kit", "google-adk", "adk agent", "multi-agent system", or requests to build AI agents with Google's framework.
Discover available effects, actions, and placeholders in a Sandestin project. Use when asking what effects exist, searching for functionality, or needing example invocations. Keywords: effects, actions, dispatch, describe, grep, sample.
Discover available effects, actions, and placeholders in a Sandestin project. Use when asking what effects exist, searching for functionality, or needing example invocations. Keywords: effects, actions, dispatch, describe, grep, sample.
Create and run RAW workflows. Use this skill when the user asks to create a workflow, automate a task, build a data pipeline, generate reports, or asks "How do I build X with RAW?".
This skill should be used when the user asks to "orchestrate agents", "run /orchestrate", "manage parallel agents", "coordinate multiple agents", "decompose this task", or needs patterns for multi-agent workflows with parallel execution and task decomposition.
Create well-structured subagents for Claude Code with specialized expertise, proper tool configurations, and effective system prompts. Use when building custom subagents for code review, debugging, testing, data analysis, codebase research, or domain-specific workflows.
Interactive AI agent development workflow orchestrator. Guides users through complete agent creation from brainstorming to production-ready implementation. Use when user wants to build a new AI agent, design an agentic system, scaffold an agent project, or needs help with agent architecture decisions. Supports three-phase workflow - design documentation, implementation scaffolding, and operations (deploy/observe/evaluate).
Opinionated constraints for building better interfaces with agents. Apply when writing UI code, implementing designs, or reviewing frontend components. Use within DevDocs workflow during development phase for UI-related tasks. Triggers on keywords like "UI", "界面", "前端", "组件", "animation", "动画", "layout", "布局".
Create structured Google NotebookLM lesson plans with curated sources and tailored audio overview prompts. Use when the user wants to create a NotebookLM notebook, generate learning content with audio overviews, or build a curriculum with multiple focused segments. Handles both single lesson creation and batch processing of multiple topics.
Create distinctive, production-grade layouts for aiandi.dev. Bold aesthetic vision + semantic token system. Use when designing pages, components, or visual treatments.
AI integration with Vercel AI SDK - Build AI-powered applications with streaming, function calling, and tool use. Trigger: When implementing AI features, when using useChat or useCompletion, when building chatbots, when integrating LLMs, when implementing function calling.
Intelligent learning system optimizer that analyzes session patterns, identifies improvement opportunities, and continuously enhances Alfred's performance through adaptive learning and knowledge optimization. Use when optimizing Alfred's behavior, analyzing session patterns, improving system performance, or when implementing adaptive learning capabilities.
Configuring Claude Code Hooks System. Design, implement, and manage PreToolUse/PostToolUse/SessionStart/Notification/Stop hooks. Use when enforcing safety checks, auto-formatting, running linters, or triggering automated workflows based on development events.
Invoke Gemini CLI as a partner AI developer for tasks benefiting from its 1M token context window or a second opinion. Use when analyzing large codebases, generating documentation, getting alternative perspectives, researching topics with web search, or creating UI wireframes/components. Gemini has read/write/edit/shell/web search capabilities like Claude.
Use this skill when the user asks to save, remember, recall, or organize memories. Triggers on: 'remember this', 'save this', 'note this', 'what did we discuss about...', 'check your notes', 'clean up memories'. Also use proactively when discovering valuable findings worth preserving.
This skill should be used when the user asks about "AIP rules", "API Improvement Proposals", "Google API guidelines", "AIP-158", "AIP-193", or any specific AIP number. Also use when user asks "how should I implement pagination", "what's the right error format", "how do I design a REST API following Google's standards", or needs guidance on errors, pagination, filtering, field masks, long-running operations, or batch operations in REST/OpenAPI APIs.
Use this agent when researching external best practices, documentation, and examples for any technology, framework, or development practice. Specializes in gathering information from official documentation, community standards, and well-regarded open source projects. Triggers on requests like "research best practices", "find examples of", "how should I implement".
Commission and process external AI analysis to reduce blind spots. Manual invocation only.
OmO multi-agent orchestration skill. This skill should be used when the user invokes /omo or needs multi-agent coordination for complex tasks. Triggers on /omo command. Loads Sisyphus as the primary orchestrator who delegates to specialized agents (oracle, librarian, explore, frontend-ui-ux-engineer, document-writer) based on task requirements.
Create async FastAPI endpoints with proper error handling, dependency injection, service/repository patterns, and type safety. Includes async database queries, pagination, filtering, and Gemini integration.
Expert knowledge for building web APIs and real-time applications with Composable Rust. Use when building HTTP REST APIs with Axum, implementing WebSocket for real-time updates, working with authentication (magic link, OAuth, passkeys), setting up email providers (SMTP, Console), designing API routes or request handlers, or questions about web integration and real-time communication.
PAI (Personal AI Infrastructure) - Your AI system core. Platform-agnostic and bridge-enabled. AUTO-LOADS at session start. USE WHEN any session begins OR user asks about PAI identity, response format, stack preferences, security protocols, or delegation patterns.
Generate hierarchical documentation structures (AGENTS.md, agent.d, and custom docs) for codebases. Use when user asks to create documentation files, analyze codebase for AI agent documentation, set up AI-friendly project documentation, or generate context files for AI coding assistants. Triggers on "create documentation", "generate docs", "analyze codebase for AI", "documentation setup", "hierarchical docs".
