Generate Yukkuri-style voice narration from Git commits using VOICEVOX Engine. Use when creating development progress audio guides, YouTube content, or team reports from Git history.
Create generative art with p5.js. Activates for "generative art", "algorithmic art", "p5.js", "creative coding", "procedural", "art generation", "visual algorithm".
Structured data extraction from web pages using claude-in-chrome MCP with sequential-thinking planning. Focus on READ operations, data transformation, and pagination handling for multi-page extraction.
Complex browser automation workflow using claude-in-chrome MCP with mandatory sequential-thinking planning. Use when automating multi-step web interactions, form filling, navigation sequences, or web scraping.
Guides creation of high-quality Agent Skills with domain expertise, anti-pattern detection, and progressive disclosure best practices. Activate on keywords: create skill, review skill, skill quality, skill best practices, skill anti-patterns, improve skill, skill audit. NOT for general coding advice, slash commands, MCP development, or non-skill Claude Code features.
External API integration patterns for REST, GraphQL, webhooks. Activates for "integrate API", "call API", "webhook", "REST", "GraphQL", "fetch", "axios", "HTTP" requests.
Build high-quality MCP servers that enable LLMs to interact with external services. Activates for "MCP server", "MCP tool", "build MCP", "create server", "Model Context Protocol".
Expert MCP (Model Context Protocol) server developer creating safe, performant, production-ready servers with proper security, error handling, and developer experience. Activate on 'create MCP', 'MCP server', 'build MCP', 'custom tool server', 'MCP development', 'Model Context Protocol'. NOT for using existing MCPs (just invoke them), general API development (use backend-architect), or skills/agents without external state (use skill-coach/agent-creator).
Comprehensive knowledge of Claude Agent SDK architecture, tools, hooks, skills, and production patterns. Auto-activates for agent building, SDK integration, tool design, and MCP server tasks.
Automatically intercepts and optimizes prompts using the prompt-learning MCP server. Learns from performance over time via embedding-indexed history. Uses APE, OPRO, DSPy patterns. Activate on "optimize prompt", "improve this prompt", "prompt engineering", or ANY complex task request. Requires prompt-learning MCP server. NOT for simple questions (just answer them), NOT for direct commands (just execute them), NOT for conversational responses (no optimization needed).
Autonomous context extraction and structuring for converting unstructured information from multiple sources into AI-interpretable structured formats.
Conversational interface for managing MCP (Model Context Protocol) server configurations in Claude Code
Execute Claude Code autonomously in the background for well-defined tasks, enabling parallel execution of up to 5 concurrent sessions while the user continues other work.
Create new Claude Code skills with proper structure and best practices. Activates for "create skill", "new skill", "build skill", "skill template", "SKILL.md".
Router skill for DiPeO backend ecosystem (server/ and cli/): FastAPI server, CLI tools, database, MCP integration. Use when task mentions CLI commands, server endpoints, database queries, or MCP tools. For simple tasks, handle directly; for complex work, escalate to dipeo-backend agent.
