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research llm ai AI 技能

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分类目录: research llm ai

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GitHub

xai-grok

shalomma

Use xAI's Grok model with agentic tool calling for X (Twitter) search, web search, code execution, and real-time data access. Invoke when user needs Twitter/X insights, current events, alternative perspectives,...

GitHub

rag-retrieval

RooseveltAdvisors

Hybrid search (embedding + BM25) for retrieving relevant clinical note passages. Use for finding source evidence to support claims in summaries and recommendations.

GitHub

contextual-chunking

RooseveltAdvisors

Contextual Retrieval implementation for RAG - chunks clinical notes with LLM-generated context prepended to each chunk before embedding. Improves citation accuracy by 49% per Anthropic research.

GitHub

gemini-agentic-react

abhishekmmgn

strategies for implementing the ReAct (Reason and Act) paradigm. Use this to enable Gemini to use external tools, APIs, and perform multi-step research.

GitHub

synesthetic-art-critic

suumo2246

Evaluate the alignment between perfume descriptions, image generation prompts, and generated images. Use when verifying if AI-generated images accurately capture the essence of perfume descriptions and Old Mast...

GitHub

database-operations

justmy2satoshis

Manages PostgreSQL, MongoDB, DuckDB, and Redis operations for knowledge base content storage, retrieval, and analytics. Handles schema management, data migrations, and cross-database synchronization with natura...

GitHub

ai2ai-learning-service

AVRA-CADAVRA

Guides AI2AI learning service implementation: personality spectrum, compatibility calculations, learning methods, anonymous data exchange. Use when implementing AI2AI learning, personality evolution, or peer le...

GitHub

registry-architectures

abhishekmmgn

strategies for managing tool and agent assets at scale. Use this to design discovery systems, implement curated lists, and facilitate cross-team reusability through Tool and Agent Registries.

GitHub

behavioral-modes

kjibba

AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.

GitHub

behavioral-modes

yunaamelia

AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.

GitHub

mcp-server-creator

syeda-hoorain-ali

Build production-ready Model Context Protocol (MCP) servers using the official MCP SDK. Scaffold, configure, secure, and deploy MCP servers with best practices for security, monitoring, and reliability. Use for...

GitHub

kitt-create-plans

utahdws

Create hierarchical project plans optimized for solo agentic development. Use when planning projects, phases, or tasks that the AI agent will execute. Produces agent-executable plans with verification criteria,...

GitHub

mcp-server-creator

syeda-hoorain-ali

Build production-ready Model Context Protocol (MCP) servers using the official MCP SDK. Scaffold, configure, secure, and deploy MCP servers with best practices for security, monitoring, and reliability. Use for...

GitHub

multi-agent-coordination

justmy2satoshis

Coordinates complex multi-step workflows requiring orchestration across multiple MCP servers, Skills, and Task agents. Manages sequential and parallel task execution with checkpoint-based progress tracking.

GitHub

reservation-system-patterns

AVRA-CADAVRA

Guides reservation system patterns: quantum states, availability calculation, check-in services, payment integration. Use when implementing reservations, availability management, or reservation workflows.

GitHub

researcher-strategic

RoM4iK

Strategic Architect Agent. Synthesizes memory patterns and retrospectives to generate major architectural improvements and strategic task proposals. Invoked when all limited quotas are full.

GitHub

agent-ops

abhishekmmgn

operationalization strategies for agents (AgentOps). Use this to manage internal/external tools, optimize agent "brain" prompts, and handle task decomposition.

GitHub

non-stop

WebSmartTeam

Work autonomously until task is complete with self-correction loop. No questions asked - makes decisions based on evidence (console errors, screenshots, test results). Use when you want continuous uninterrupted...

GitHub

kitt-create-hooks

utahdws

Expert guidance for creating, configuring, and using hooks. Use when working with hooks, setting up event listeners, validating commands, automating workflows, adding notifications, or understanding hook types.

GitHub

skill-name

madebynoam

Analyze a work session to identify repeatable patterns that could become reusable skills or commands. Use at the end of a productive session to capture workflows worth automating, when noticing repetitive multi...

GitHub

custom-agent-creator

pascalvanderheiden

Create GitHub Copilot Custom Agents with proper YAML frontmatter, tools configuration, and prompt engineering

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