职业分类
软件开发工程师
描述
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
原文语言：英语
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majiayu000/claude-skill-registry - 第 13 页
SkillsMP 已收集 majiayu000/claude-skill-registry 中的 5,417 个 Skill。打开任一 Skill 可查看来源和详情。
majiayu000/claude-skill-registry已展示 40 / 5,417 个已收集 Skill。
skill
职业分类
描述
更新
职业分类
软件开发工程师
描述
Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when implementing self-critique and reflection loops, building evaluator-optimizer pipelines for quality-critical generation, creating test-driven code refinement workflows,…
原文语言：英语
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职业分类
软件开发工程师
描述
Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when implementing self-critique and reflection loops, building evaluator-optimizer pipelines for quality-critical generation, creating test-driven code refinement workflows,…
原文语言：英语
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职业分类
软件开发工程师
描述
Advanced RAG with Self-RAG, Corrective-RAG, and knowledge graphs. Use when building agentic RAG pipelines, adaptive retrieval, or query rewriting.
原文语言：英语
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职业分类
软件开发工程师
描述
Command-line tools that delegate analysis tasks to AI models. Includes image description, screenshot comparison, essay generation from text, and boolean condition evaluation. Use for describing images, comparing UI states, generating reports, evaluating…
原文语言：英语
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职业分类
软件开发工程师
描述
How to use AI APIs like OpenAI, ChatGPT, Elevenlabs, etc. When a user asks you to make an app that requires an AI API, use this skill to understand how to use the API or how to respond to the user.
原文语言：英语
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职业分类
软件开发工程师
描述
Multi-turn conversational AI for intent extraction, clarification, and generation readiness detection. Guides users through articulating creative intent with structured parameter extraction.
原文语言：英语
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职业分类
软件开发工程师
描述
Provides AI consultation workflows, prompt templates, and best practices for multi-model consultation. Use when user asks for "second opinion", "ask codex", "ask gemini", "AI code review", "external AI consultation", or needs prompt templates for code review,…
原文语言：英语
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职业分类
软件开发工程师
描述
AIコーディング支援ツールのコンテキストファイル（CLAUDE.md等）を最適化するスキル。 以下の状況で使用: (1) ユーザーが「CLAUDE.mdを改善して」「コンテキストファイルを最適化して」と依頼した時 (2) ユーザーが明示的に「/ai-context」を実行した時-optimizer (3) AI向けドキュメントの品質改善を求められた時
原文语言：日语
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职业分类
软件开发工程师
描述
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered…
原文语言：英语
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职业分类
信息安全分析师
描述
AI Ethics and Compliance involve building systems that are not only technically proficient but also socially responsible and legally compliant. This includes adhering to global regulations and interna
原文语言：英语
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职业分类
软件质量保证分析师与测试员
描述
Comprehensive AI/LLM evaluation toolkit for production AI systems. Covers LLM output quality, prompt engineering, RAG evaluation, agent performance, hallucination detection, bias assessment, cost/token optimization, latency metrics, model comparison, and…
原文语言：英语
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职业分类
软件开发工程师
描述
Create new AI-powered features using xAI Grok. Use when user mentions "new AI feature", "add Grok", "create prompt", "AI analysis", or "generate with AI".
原文语言：英语
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职业分类
软件开发工程师
描述
Work with Leavn AI features - UnifiedAIService, on-device models, devotional generation, novelization, kids mode, image generation with Stable Diffusion
原文语言：英语
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职业分类
软件开发工程师
描述
Chat endpoints, embeddings, RAG workflows, vector search
原文语言：英语
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职业分类
软件开发工程师
描述
基于若依-vue-plus框架的LangChain4j AI大模型集成标准规范。全面规范模型配置管理、类型安全服务定义、RAG（检索增强生成）实现、流式响应处理及安全性保障。 触发场景： - 开发智能客服系统、文档问答助手、代码生成工具 - 集成LLM大模型接口（OpenAI、智谱AI、通义千问等） - 实现知识库问答、文档检索、语义搜索功能 - 开发需要流式响应的AI交互界面 - 构建RAG（检索增强生成）应用…
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职业分类
软件开发工程师
描述
Use when analyzing merged PRs for AI blind spots, extracting patterns from human reviewer feedback, or applying accumulated learnings to context files.
原文语言：英语
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职业分类
软件开发工程师
描述
Operational patterns for LLM inference: latency budgeting, tail-latency control, caching, batching/scheduling, quantization/compression, parallelism, and reliable serving at scale. Emphasizes production-grade performance, cost control, and observability.
原文语言：英语
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职业分类
软件开发工程师
描述
Production LLM engineering skill. Covers strategy selection (prompting vs RAG vs fine-tuning), dataset design, PEFT/LoRA, evaluation workflows, deployment handoff to inference serving, and lifecycle operations with cost/safety controls.
原文语言：英语
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职业分类
市场调研分析师与营销专员
描述
获取最新的AI行业新闻，进行智能总结和筛选，最多展示10条最重要的新闻资讯。当用户需要了解AI行业最新动态时使用此skill。
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职业分类
软件开发工程师
描述
Ensures all AI-generated output fields have proper validation. Auto-activates on "AI 輸出", "LLM", "Gemini", "GPT", "truncate", "截斷" keywords. Lesson learned: 2026-01-08 Quick Feedback, Report, Deep Analyze truncation bugs.
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职业分类
软件开发工程师
描述
Operational prompt engineering patterns, templates, and validation flows for Claude Code.
原文语言：英语
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职业分类
软件开发工程师
描述
Expert assistant for managing AI prompts, features, and configuration in the KR92 Bible Voice AI system. Use when creating AI prompts, configuring AI features, managing prompt versions, setting up AI bindings, or working with AI pricing and models. Supports…
原文语言：英语
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职业分类
软件开发工程师
描述
Use when optimizing prompts, skill descriptions, or agent instructions for clarity, specificity, and behavioral effectiveness.
原文语言：英语
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职业分类
软件开发工程师
描述
Complete RAG and search engineering skill. Covers chunking strategies, hybrid retrieval (BM25 + vector), cross-encoder reranking, query rewriting, ranking pipelines, nDCG/MRR evaluation, and production search systems. Modern patterns for retrieval-augmented…
原文语言：英语
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职业分类
软件开发工程师
描述
Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation…
原文语言：英语
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职业分类
软件开发工程师
描述
Vercel AI SDK v6 development. Use when building AI agents, chatbots, tool integrations, or streaming applications with the ai package.
原文语言：英语
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职业分类
软件开发工程师
描述
Production best practices for building AI agents with Vercel AI SDK v5. Covers security, performance, error handling, testing, deployment patterns, and real-world implementation guidelines.
原文语言：英语
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职业分类
软件开发工程师
描述
Expert guidance for AI SDK Core: text generation, structured data, tool calling (tool/dynamicTool), MCP integration (createMCPClient, Experimental_StdioMCPTransport), embeddings/reranking, provider setup, middleware, telemetry, and error handling. Use when…
原文语言：英语
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职业分类
软件开发工程师
描述
Vercel AI SDK v5 for backend AI (text generation, structured output, tools, agents). Multi-provider. Use for server-side AI or encountering AI_APICallError, AI_NoObjectGeneratedError, streaming failures.
原文语言：英语
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职业分类
软件开发工程师
描述
Install the Vercel AI SDK with AI Elements components. Build a streaming chat interface with the useChat hook.
原文语言：英语
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职业分类
软件开发工程师
描述
Comprehensive guide to AI SDK v6 for agent development, tool definitions, multi-step agentic workflows, and result extraction patterns
原文语言：英语
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职业分类
软件开发工程师
描述
Vercel AI SDK v5 React hooks (useChat, useCompletion, useObject) for AI chat interfaces. Use for React/Next.js AI apps or encountering parse stream errors, no response, streaming issues.
原文语言：英语
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职业分类
网页开发工程师
描述
Expert guidance for building chat UIs with AI SDK React hooks. Use when: (1) Building chatbots with useChat hook, (2) Implementing tool UIs with server/client execution, (3) Handling message persistence and stream resumption, (4) Creating generative UI with…
原文语言：英语
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职业分类
软件开发工程师
描述
Configure AI model options - budget cloud models (save 80%+) and offline mode (use Dex without internet)
原文语言：英语
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职业分类
软件开发工程师
描述
Check your AI model configuration - see what's set up, current model, credits remaining
原文语言：英语
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职业分类
软件开发工程师
描述
Generate type-safe AI content using Gemini structured output with Zod validation and Code Execution Tool. Use when building AI generation functions that need guaranteed output format.
原文语言：英语
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职业分类
其他计算机职业
描述
Optimize AI assistant configurations for maximum effectiveness. USE THIS SKILL when user says "improve CLAUDE.md", "better copilot instructions", "tune AI", "optimize prompts", "MCP configuration", or wants to enhance AI assistant behavior. See…
原文语言：英语
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职业分类
软件开发工程师
描述
Use when working with AI agent protocols, standards, and interoperability specifications. Covers MCP, A2A, ACP, Agent Skills, AGENTS.md, ADL, x402, AP2, MCP Apps, and cagent. USE FOR: agent protocol selection, comparing MCP vs A2A vs ACP, understanding agent…
原文语言：英语
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职业分类
软件开发工程师
描述
Unified AI Proxy - API multi-proveedor gratuita con rotación automática, streaming, y zero vendor lock-in
原文语言：英语
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已展示 40 / 5,417 个已收集 Skill。