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ideating-ideas

Facilitates creative ideation through collaborative conversation to develop and explore new project ideas, evolve existing concepts, and brainstorm features in depth. Use when user wants to discuss, develop, or explore an idea through conversation - not just capture it for later. Trigger phrases include wanting to "think through", "explore", "develop", or "discuss" ideas.

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2025年10月25日 23:02

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相关技能

nickpending

exploring-problems

nickpending

Facilitates open-ended technical exploration through genuine conversation - thinking through problems, exploring options, investigating approaches, and discussing what-if scenarios. Use when the user wants to explore options, think through problems, investigate approaches, evaluate available options, or engage in what-if discussions rather than immediately implementing solutions.

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refactoring-patterns

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Apply safe refactoring patterns to improve code structure without changing behavior. Use when cleaning up code, reducing technical debt, or improving maintainability.

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sparc-methodology

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Verification & Quality Assurance

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Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

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ReasoningBank Intelligence

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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.

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Swarm Orchestration

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Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.

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Comprehensive GitHub code review with AI-powered swarm coordination

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AgentDB Performance Optimization

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Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

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AgentDB Learning Plugins

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Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.

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Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

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Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

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ideating-ideas - nickpending 的 Claude AI 技能 | SkillsMP