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找到 196 个相关结果 / RAG 与知识库
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mcp-builder
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when…
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分层概念模型
layers-conceptual-model
独立于任何界面定义产品的对象、关系、状态和词汇——这是最核心的承重层。
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skill-creator-expert
skill-creator-expert
Expert system for designing, creating, and validating PCL skills with comprehensive domain knowledge extraction
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reddit-insights
reddit-insights
Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server. Use when you need to: (1) Find user pain points and frustrations for product ideas, (2) Discover niche markets or underserved needs, (3) Research what people really think about products/topics, (4) Find content inspiration from real discussions, (5) Analyze sentiment and trends on Reddit, (6) Validate business ideas with real user feedback. Triggers: reddit search, find pain points, market research, user feedback, what do people think about, reddit trends, niche discovery, product validation.
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confluence-expert
confluence-expert
Atlassian Confluence expert for creating and managing spaces, knowledge bases, documentation, planning, product discovery, page layouts, macros, templates, and all Confluence features. Use for documentation strategy, space architecture, content organization, and collaborative knowledge management.
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docker-compose
docker-compose
Docker Compose container orchestration and management. Manage multi-container applications, services, networks, and volumes. Use for local development,…
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reddit-insights
reddit-insights
Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server. Use when you need to: (1) Find user pain points and frustrations for product ideas, (2) Discover niche markets or underserved needs, (3) Research what people really think about products/topics, (4) Find content inspiration from real discussions, (5) Analyze sentiment and trends on Reddit, (6) Validate business ideas with real user feedback. Triggers: reddit search, find pain points, market research, user feedback, what do people think about, reddit trends, niche discovery, product validation.
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llm-app-development
llm-app-development
Use this skill when building production LLM applications, implementing guardrails, evaluating model outputs, or deciding between prompting and fine-tuning. Triggers on LLM app architecture, AI guardrails, output evaluation, model selection, embedding pipelines, vector databases, fine-tuning, function calling, tool use, and any task requiring production AI application design.
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graph-easy
graph-easy
Create ASCII diagrams for markdown using graph-easy. TRIGGERS - ASCII diagram, graph-easy, architecture diagram, markdown diagram.
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observability-designer
observability-designer
Designs comprehensive observability strategies including SLI/SLO frameworks, alerting optimization, and dashboard generation. Use when implementing monitoring for a production service, creating or tuning alert rules, designing Grafana dashboards, defining SLOs and error budgets, or reducing alert fatigue in on-call rotations.
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rag-pipeline-builder
rag-pipeline-builder
Designs retrieval-augmented generation pipelines for document-based AI assistants. Includes chunking strategies, metadata schemas, retrieval algorithms,…
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ai-engineering-toolkit
ai-engineering-toolkit
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit…
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context-manager
context-manager
Manages permanent memory storage for decisions, blockers, context, preferences, and procedures. Use when user says "remember", "save this decision", "what did…
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canva
canva
Use when creating professional graphics, designs, and visual content for Xiaohongshu posts, stories, banners, or marketing materials without advanced design…
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svg-illustrations
svg-illustrations
Expert knowledge for creating hand-drawn style SVG illustrations. Activate when creating custom diagrams, working with illustration components, or needing…
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category-positioning
category-positioning
When the user wants to choose, change, or evaluate their App Store / Google Play category and subcategory — including primary vs secondary category trade-offs,…
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