Design e Frontend

Provides thorough code review guidance when users ask for code reviews, PR reviews, or feedback on their code. Activates when users mention reviewing code, checking for issues, or want feedback on implementations.

任务工单格式规范，定义标准工单结构与子任务状态流转

Guia para projetar e executar fluxos de trabalho AgenticX, incluindo pipelines sequenciais, execução paralela, orquestração baseada em grafos, roteamento condicional e serviços de gatilho. Utilize para criar fluxos de trabalho, orchestrar múltiplos agentes ou configurar processos complexos de várias etapas.

Software architecture and UI/UX principles for building genuinely new solutions, not derivative work. Use when designing features, architecting software, brainstorming apps, reviewing designs, or during strategy discussions. Focuses on first-principles thinking, simplicity where it matters, and creating rather than commenting.

Create and manage Claude Code plugins with proper structure, manifests, and marketplace integration. Use when creating plugins for a marketplace, adding plugin components (commands, agents, hooks), bumping plugin versions, or working with plugin.json/marketplace.json manifests.

Audit UI/UX design for visual hierarchy, spacing, typography, and accessibility. Jobs/Ive-style design critique.

Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident response procedures.

Implement UI using Shadcn MCP (atoms/theme) and 21st.dev MCP (complex sections). Use when adding buttons, layouts, or generating landing pages.

Train AI agents using AgentDB's 9 reinforcement learning algorithms including Q-Learning, DQN, PPO, and Actor-Critic. Build self-learning agents, implement RL training loops with experience replay, and deploy optimized models to production.

Modify protein structures using Biopython Bio.PDB. Use when transforming coordinates, removing atoms or residues, adding new entities, modifying B-factors and occupancies, or building structures programmatically.

Next.js 16 Cache Components - PPR, use cache directive, cacheLife, cacheTag, updateTag

Use when registering a SpawnXchange identity, rotating API keys, linking additional wallets, and maintaining auth state via the included references.