Routes AI development questions to focused references on agents, language model security, retrieval-augmented generation, which uses retrieved information in answers, and prompt design and evaluation. It also outlines principles for validation, safety boundaries, version control, and ongoing assessment.
中文简介正在准备中。当前显示英语简介。
AI/LLM 能力索引。Agent 开发、LLM 安全、RAG 系统。当用户提到 AI、LLM、Agent、RAG、Prompt 时路由到此。
安装前可以查看交给 AI 代理的指令内容。
| Skill | 定位 | 核心能力 |
|---|---|---|
| agent-dev | Agent 开发 | 多 Agent 编排、工具调用、RAG |
| llm-security | LLM 安全 | Prompt 注入、越狱防护、输出安全 |
| rag-system | RAG 系统 | 向量数据库、检索策略、重排算法 |
| prompt-and-eval | Prompt 工程与模型评估 | Few-shot、CoT、ReAct、RAGAS、LLM-as-Judge |
设计原则:
- 人机协作，AI 增强而非替代
- 可解释性优先
- 安全边界明确
- 渐进式自主
开发原则:
- Prompt 即代码，需版本控制
- 输入输出都需验证
- 成本与效果平衡
- 持续评估与迭代
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Adapts existing designs for phones, tablets, desktops, print, and email. Adjusts layouts, navigation, content priorities, and touch controls to suit each context, with guidance for responsive sizing and verification across devices and input methods.
中文简介正在准备中。当前显示英语简介。
Audit a website for Google AdSense application readiness or ongoing ad-serving issues. Check content, navigation, crawler access, and disclosures against official requirements, then receive evidence-based findings, specific fixes, and a complete checklist with unresolved questions clearly marked.
中文简介正在准备中。当前显示英语简介。
Review an interface and add purposeful motion to buttons, forms, navigation, and state changes. Plan and implement animations that clarify actions and provide feedback, while checking performance and supporting users who prefer reduced motion.
中文简介正在准备中。当前显示英语简介。
Find the relevant architectural guidance for API design, security, cloud infrastructure, message queues, and caching. This skill acts as an index to specialized references and lists principles for structuring software, distributed systems, and access controls.
中文简介正在准备中。当前显示英语简介。
Improve interface layouts by reviewing spacing, alignment, content density, and visual hierarchy, the cues that show what matters most. Refine repetitive card grids and crowded sections into compositions with consistent spacing and responsive structure.
中文简介正在准备中。当前显示英语简介。
Review interface code for accessibility, performance, theme support, responsive behavior, and problematic patterns. Receive a scored report with code locations, user impact, severity levels, and prioritized recommendations to guide subsequent fixes.
中文简介正在准备中。当前显示英语简介。