全部能力

Structure and organize Encore.ts services.

Implement backup and restore strategies for disaster recovery. Use when creating backup plans, testing restore procedures, or setting up automated backups.

在 Arize 上处理 LLM-as-judge 评估工作流，包括创建/更新评估器、在 span 或 experiment 上运行评估、管理任务等。

使用 Model Studio DashScope SDK 通过 Qwen 图像生成模型（qwen-image、qwen-image-plus、qwen-image-max、qwen-image-2.0 系列及…

Use when adding authentication to Angular applications with route guards and HTTP interceptors - integrates @auth0/auth0-angular SDK for SPAs

Code review assistance with linting, style checking, and best practices

Build secure, scalable authentication and authorization systems using industry-standard patterns and modern best practices.

使用 JWT、OAuth 2.0、API 密钥和会话管理实现安全的 API 认证。适用于保护 API、管理令牌或实现用户认证流程的场景。

Use when executing implementation plans with independent tasks in the current session

Neural pattern training with SONA (Self-Optimizing Neural Architecture), MoE (Mixture of Experts), and EWC++ for knowledge consolidation. Use when: pattern learning, model optimization, knowledge transfer, adaptive routing. Skip when: simple tasks, no learning required, one-off operations.

Go backend development best practices for microservices with clean architecture, observability, and production-ready patterns

styled-components best practices for CSS-in-JS development in React applications

专业的党政机关公文写作指南。当用户需要撰写、修改或审核党政机关公文（如请示、通知、函、总结、纪要等）时使用。提供GB/T 9704-2012格式规范指导、常用公文模板、语言规范建议和公文质量检查。适用于以下场景：(1) 撰写新公文，(2) 修改完善公文，(3) 检查公文格式规范，(4) 提供公文写作指导，(5)…

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

Master context engineering for AI agent systems. Use when designing agent architectures, debugging context failures, optimizing token usage, implementing memory systems, building multi-agent coordination, evaluating agent performance, or developing LLM-powered pipelines. Covers context fundamentals, degradation patterns, optimization techniques (compaction, masking, caching), compression strategies, memory architectures, multi-agent patterns, LLM-as-Judge evaluation, tool design, and project development.

Product Led AI Development — guides founders from idea to launched product. Six capabilities: Idea (discover a product idea), Validate (pressure-test the idea against fatal flaws, problem reality, competition, and 2-week MVP feasibility), Plan (vision intake + document generation), Design (translate image references into a design.md spec), Launch (go-to-market strategy), and Build (roadmap execution). Use when someone says "PLAID", "plaid idea", "help me find an idea", "product idea", "idea from my business", "idea from my expertise", "plaid validate", "validate my idea", "pressure-test", "is this idea good", "find fatal flaws", "validate the problem", "plan a product", "define my vision", "generate a PRD", "product strategy", "plaid design", "design from image", "translate image to design", "create design.md", "extract design tokens", "plaid launch", "go-to-market", "launch plan", "GTM strategy", "launch playbook", "plaid build", "build the app", "start building", or "execute the roadmap".

测试 Web 应用的 WCAG 合规性，确保残障用户的使用体验。适用于无障碍测试、a11y、axe、ARIA、键盘导航、屏幕阅读器兼容性和 WCAG 验证。

Pinia official Vue state management library, type-safe and extensible. Use when defining stores, working with state/getters/actions, or implementing store…

Generate high-converting App Store screenshots by analyzing your app's codebase, discovering core benefits, and creating ASO-optimized screenshot images using…

Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD).