19-agent team structure, decision trees for agent selection, Haiku vs Sonnet model selection, and agent collaboration principles. Use when deciding which sub-agent to invoke, understanding team responsibilities, or learning multi-agent orchestration.
Generate skills from MCP (Model Context Protocol) server tools. Use when the user wants to create a skill based on MCP tools, wrap MCP server functionality into a skill, or generate SKILL.md from MCP tool definitions. Triggers on requests like "create a skill for the X MCP server" or "generate a skill from MCP tools".
Python backend development for CTF-AI. Use when working on game engine, player logic, pathfinding, WebSocket server, or any backend Python code.
Interpretive guidance for designing Claude Code sub-agents. Helps apply official documentation effectively and avoid common pitfalls. ALWAYS use when creating or reviewing sub-agents (aka agents or subagents).
Use when you need to generate game art - sprites, textures, 3D model concepts. Uses FREE HuggingFace AI models.
Autonomous AI coding loop that ships features while you sleep. Use when the user wants to run Ralph, start an autonomous coding session, work overnight, or let Claude implement multiple user stories autonomously. Triggers on "ralph", "autonomous mode", "overnight coding", "autonomous loop", or requests to implement multiple stories without supervision.
BESM 4e NPC/enemy generator. Mirrors the repo's `.claude/commands/design-npc.md`.
Create themed card decks with AI-generated artwork, Puppeteer rendering, and web deployment. Use when asked to make a card deck, playing cards, tarot deck, or similar card-based content.
Design AI-powered immersive NPC systems for escape room games using proven actor techniques from Korean immersive escape rooms (Danpyeonsun, Ledasquare). Implements adaptive dialogue, emotional simulation, player profiling, and trust dynamics using Gemini/GPT-4. Creates character profiles with lying probabilities, improvisational responses, and cost-optimized streaming. Use for murder mystery NPCs, suspect interrogation, or dynamic character interactions.
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
Manage game lifecycle, player turns, round rotation, scoring, and game state transitions. Use when implementing game creation, turn management, score updates, and game completion flows in PictionAI.
Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.
LangGraph development for stateful multi-agent applications, cyclic workflows, conditional routing, human-in-the-loop patterns, and persistent state management. Use for complex AI orchestration, agent coordination, and production-grade agentic systems.
Generates Nano Banana Pro prompts for original character designs. Use when user mentions "キャラクター作成", "キャラデザ", or "オリキャラ".
Create and maintain the interactive Streamlit playground for learning VRP-Toolkit through hands-on exploration. Use this skill when adding playground features, integrating new algorithms, or enhancing the learning experience.
Codex-native skill creator. Self-contained 4-phase methodology for creating production-ready Claude Code skills. Adapted from SkillCreator v3.2 for Codex agents with embedded methodology and simulated synthesis panel.
Test game mechanics via SQL. Use game_* tools for gameplay flow.
AAA-caliber engineering council for building production-quality games. Use when implementing game systems, writing game code, designing data architecture, building UI components, creating tutorials, optimizing performance, or any technical game development task. Covers game programming patterns, casino/card game implementation, reward systems, game UI engineering, tutorial design, code architecture, data infrastructure, security, and quality assurance. Triggers on requests for game code, system implementation, refactoring, performance optimization, data design, or technical architecture decisions.
This skill should be used when creating "interactive web components", "live demos", "prototype interfaces", "component showcases", "interactive examples", "web-based tools", or when building dynamic web artifacts for testing and demonstration purposes.
Sync GameGen SceneLayout from DynamoDB to Godot .tscn files. Exports current layout without AI parsing.
Gaming landing page with GSAP scroll animations, 3D effects, and video storytelling.
