openclaw-ai-architectAI架构设计助手。设计AI系统架构、技术选型、性能优化。使用场景:(1) AI系统架构设计,(2) 技术选型建议,(3) 性能优化方案,(4) 成本优化策略。
Install via ClawdBot CLI:
clawdbot install sky-lv/openclaw-ai-architectGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 9, 2026
为企业设计检索增强生成系统,整合向量数据库与LLM,提供基于私有知识的智能问答。适用于金融、法律等领域的文档检索与问答场景。
根据数据规模、实时性要求和成本预算,推荐适合的向量数据库(如Pinecone、Weaviate、Milvus),并给出部署建议。适用于需要语义搜索的电商、内容平台。
通过模型量化、缓存策略、并行推理等技术,将LLM调用延迟降低50%以上,改善用户体验。适用于客服、实时助手等低延迟场景。
采用缓存、提示词压缩、模型路由等策略,将API成本降低30%-60%,同时保持性能。适用于高频调用API的SaaS产品。
按项目或月度提供AI架构咨询,包括技术选型、架构设计和性能优化建议,持续跟踪实施效果。
将架构分析工具封装为SaaS服务,用户上传需求即可获得优化方案,按调用次数或API调用量收费。
为企业团队提供AI架构设计培训,涵盖系统设计、性能调优和成本控制,提升内部能力。
💬 Integration Tip
可接入现有LLM服务和向量数据库API,通过预先配置的模板快速生成架构建议。
Scored May 9, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.