Essential command-line tools and system utilities.
Automatically search and retrieve relevant project memory from Mem0 when working on tasks that might benefit from past decisions, patterns, or learnings. Use this skill when starting new features, fixing bugs, or making architectural decisions to leverage historical context.
Path-grounded multi-agent orchestration using the Liku directory hierarchy (skills.xml inheritance, todo.md + LikuErrors.md audit trail, SQLite memory). Use when you need to initialize Liku, generate an agent bundle for a specific Liku/* residence path, or expose Liku as an MCP server for Gemini-CLI, Claude Code, Copilot-CLI, or ChatGPT Codex.
How to create and configure hooks in Claude Code for automated validation, transformations, and lifecycle event handling. Use when user asks about hooks, event automation, pre/post tool execution, session management, or automated workflows. Ignore when the user types in /hooks and simply allow the slash command to execute.
Guides Tri-SSD (Tri-Layer Slice Spec Driven) workflow. Explains the three-layer model (L1/L2/L3) and recommends commands. Triggered by "仕様", "要件定義", "設計", "L1", "L2", "L3", "フェーズ", "ルール", or project specification requests.
This skill enriches vague prompts with targeted research and clarification before execution. Should be used when a prompt is determined to be vague and requires systematic research, question generation, and execution guidance.
Model Context Protocol development expert. Use when creating MCP servers, clients, or tools that enable AI agents to interact with external systems, APIs, and development environments.
State checkpointing, divergence detection, and confidence tracking for Hopper/Hardin doctrine compliance. Use PROACTIVELY when performing multi-step reasoning, external actions, or any task requiring error recovery capability. Provides checkpoint_create, checkpoint_list, checkpoint_taint, and confidence_calculate tools.
Construit des chatwindows avec widgets interactifs ChatWidget. Guide la création de widgets selon le contrat ChatWidget, leur intégration dans ChatWindow, la configuration des workflows (OpenAI Agent / n8n), et la validation via le Playground. Utilise ce skill lorsque l'utilisateur demande de créer, modifier ou intégrer des widgets dans une conversation ChatWindow.
Knowledge management for AI-assisted development. Use this skill when: - Starting a new session or resuming work - User asks about tasks, bugs, notes, or project status - User mentions: "what's next", "where did we leave off", "TODO", "track this" - Creating, updating, or closing tasks - Capturing notes, ideas, or research findings - Checking project vision or plans - User asks about project context or goals - Coordinating with other AI agents on the same codebase - User mentions: "save this", "remember", "note", "task", "bug", "idea" - User wants to explore or document a Python API - User mentions: "docs", "documentation", "API", "explore package"
Expert guidance for using the Azure AI Projects client library (azure-ai-projects) to build and deploy AI applications with Microsoft Foundry. This skill covers agent creation, tools integration, evaluation, connections, datasets, deployments, fine-tuning, and telemetry operations using Python SDK.
Deploy to HuggingFace Spaces, create releases, check deployment status, verify before release, push to production. Use when deploying, releasing, or checking deployment logs.
Orchestrates complex knowledge graph analysis workflows using InfraNodus MCP tools integrated with hierarchical-reasoning, knowledge-graph, and obsidian-markdown skills. Use when tasks involve text network analysis, content gap detection, research question generation, SEO optimization, comparative text analysis, or Google search intelligence requiring multi-step analytical workflows with local documentation.
This skill should be used when the user asks to "create a FastAPI app", "add an API endpoint", "create a REST API", "implement authentication", "add OAuth2", "create Pydantic models", "add request validation", "implement dependency injection", "create API routers", "add middleware", "handle errors in FastAPI", "create background tasks", "add WebSocket endpoints", "implement CRUD operations", or mentions FastAPI, Pydantic, async Python APIs, or Starlette.
Create well-formed Claude Skills with proper YAML frontmatter and clear instructions. Use when user wants to create a new skill, add capabilities to Claude, or needs help structuring a skill definition.
Meta-skill que orquesta todos los skills de prompt engineering y routing. Auto-selección y coordinación de skills basada en domain classification.
Claude Code CLI and development environment. Use for Claude Code features, tools, workflows, MCP integration, configuration, and AI-assisted development.
RESTful API design, error handling, versioning, and best practices. Use when designing APIs, reviewing endpoints, implementing error responses, or setting up API structure. Triggers on "design API", "review API", "REST best practices", or "API patterns".
Use this skill when implementing complex programming tasks that benefit from multi-agent collaboration. This skill coordinates a Master LLM (orchestrator) with specialized agents (Requirements Agent, Code Agent, Review Agent) to deliver high-quality software through a structured development workflow.
This skill should be used when the user asks "how do I configure Herald?", "how do I set up ElevenLabs?", "configure TTS", "change herald settings", "set up text-to-speech", "herald preferences", "elevenlabs api key", "herald not working", or needs help with Herald notification configuration, TTS providers, or troubleshooting.
Create Agent Skills that comply with the agentskills.io specification. Use when the user asks to create a new skill, add agent capabilities, or build reusable instructions.
Project organization methodology for AI-assisted development with Claude Code or similar tools. Use when users want to set up a navigation system for large-scale AI code generation projects (10k+ lines), need to help AI maintain architectural consistency across sessions, or want to establish folder-level indexing to help AI understand project structure and locate files efficiently.
