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actor-critic-methods
Master A2C, A3C, SAC, TD3 - actor-critic methods for continuous control
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tools gaming AI Skills
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multi-agent-rl
Master QMIX, MADDPG, CTDE - multi-agent learning with coordination and credit assignment
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GitHub
artifacts-builder
Suite of tools for creating elaborate, multi-component minimax.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, ro...
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GitHub
nonstop-orchestrator
NONSTOP v2.1 - Unstoppable task executor with ULTRATHINK planning, parallel agents, and perfectionist verification. Full lib integration. Keywords: nonstop, sprint, unstoppable, perfect, parallel, ultrathink
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frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoid...
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oracle
Project memory and learning system that tracks interactions, learns from corrections, maintains knowledge across sessions, and generates token-efficient context. Use when you need to remember project-specific p...
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GitHub
game-implementation-for-prop-pigeon
Patterns for implementing the 6 games (8 Ball, Blackjack, War, Texas Hold'em, Archery, Pong)
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design-decisions
Forces documentation of the reasoning behind every significant design decision. Creates a decision log that explains WHY choices were made, alternatives considered, and trade-offs accepted. Prevents unjustified...
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GitHub
orchestrationcreating-workflows
Use when user says "create workflow", "create a workflow", "design workflow", "orchestrate", "automate multiple steps", "coordinate agents", "multi-agent workflow". Creates orchestration workflows from natural...
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GitHub
reasoningbank-with-agentdb
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-learnin...
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GitHub
kaizen
Kailash Kaizen - production-ready AI agent framework with signature-based programming, multi-agent coordination, and enterprise features. Use when asking about 'AI agents', 'agent framework', 'BaseAgent', 'mult...
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GitHub
tutopanda-documentary-producer
Coordinate Tutopanda CLI and MCP to generate, edit, inspect, and preview documentary videos (video-audio-music blueprint with FinalVideo export). Use when users ask for Tutopanda to build, edit, or review movie...
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GitHub
graph-skills
Build context-efficient, reusable skills using graph-based workflow orchestration with Claude Code subagents. Combines PocketFlow-inspired graph abstraction with multi-model optimization (Haiku for exploration,...
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GitHub
launch-planner
Transform app ideas into shippable MVPs with speed and focus. Use when: (1) evaluating new app or product ideas, (2) creating PRDs or product specs, (3) scoping features for an MVP, (4) generating starter code...
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GitHub
self-improvement-engineer-role
Role assignment for Claude Agent
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GitHub
design-guide
Professional design methodology for building modern, premium interfaces with client branding. Use for ALL client work and non-AICA projects. Applies glassforium logic, cinematic polish, and intentional design p...
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GitHub
skill-forge
Advanced meta-skill for generating complete, production-ready skills for any domain. Use when the user wants to create a new skill, needs help designing a skill, wants to generate specialized skills for specifi...
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GitHub
procedure-generator
Orchestrate experimental procedure generation from LA-Bench format input. This skill orchestrates file I/O and delegates procedure generation logic to experiment-procedure-generator subagent. Use this skill whe...
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GitHub
vietnamese-story-writer
Tạo và viết truyện tranh bằng tiếng Việt với các thể loại đa dạng. Use when you need to create engaging stories, fables, or narratives in Vietnamese language for different audiences and purposes.
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GitHub
design
Expert UI/UX design guidance for evaluating, building, or updating user interfaces. Applies typography principles (hierarchy, readability, interactivity), visual design patterns, and Shift Nudge best practices....
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GitHub
worldcrafter-skill-selector
Meta-skill for selecting correct WorldCrafter skill. Use when unclear which skill to use, request maps to multiple skills, need to orchestrate skills, user asks for guidance, or ambiguous requests need clarific...
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GitHub
smartspec
AI-Ready requirements specification generator that transforms vague ideas into professional specification documents deliverable to AI development tools (BMAD Story Format and GitHub Spec-Kit Format) through int...
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GitHub
planning-architect
Expert in creating comprehensive task files, planning docs, PRDs, tech specs, and implementation roadmaps with proper sequencing, testing strategy, and production checklists. Use when planning features, creatin...
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GitHub
frontend-storyboard-artist
Build stunning component libraries with Storybook mastery. Expert in component documentation, visual testing, and design systems. Activate for UI libraries, component development, or design system creation.
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