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tools llm ai AI 技能

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分类目录: tools llm ai

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GitHub

weaviate-rag

astoeffer

Implement RAG systems using Weaviate vector database. Use when building semantic search, document retrieval, or knowledge base systems.

GitHub

chatbot-widget

astoeffer

Build embeddable chatbot widgets for web applications. Use when creating chat UIs, iframe embeds, or widget-based AI interfaces.

GitHub

meta-skill-guide

Danik911

Comprehensive guide for creating Claude Code custom skills. Use when asked to create, design, or improve custom skills for Claude Code. Provides templates, best practices, and patterns for simple, moderate, and...

GitHub

prompt-writing

Danik911

Creates effective prompts for AI coding agents and subagent delegation. Use PROACTIVELY when writing prompts for Task tool delegation, creating agent instructions, or designing multi-step workflows. MUST BE USE...

GitHub

langfuse-extraction

Danik911

Extracts traces, observations, and metrics from Langfuse Cloud (EU) API for debugging, telemetry analysis, and regulatory audit trails. Generates ALCOA+ compliant reports, exports to pandas DataFrame, and suppo...

GitHub

sparring

glnds

Critical thinking partner for technical concepts and strategy. Use when the user wants to explore technical ideas, validate assumptions, or develop strategy. Claude researches the user's Obsidian notes to under...

GitHub

hippocampus

MariusWilsch

Search hippocampus knowledge base for documentation, conventions, patterns, and how-to guides (discovery: requirements-clarity). Evaluate at requirements-clarity when user asks "how do I...", "find my...", "wha...

GitHub

double-check

sagerstack

An easy way to force agent to think again if it's statement that the "Job is done and production ready" is actually done - usually it's not. This skill ensures that that the AI agent verifies their task and use...

GitHub

business-consultant

ludovicfourrage

Senior business consultant expertise for strategic analysis, frameworks, and executive communication. Use when structuring arguments, applying business frameworks (MECE, pyramid principle, Porter's Five Forces)...

GitHub

pont-de-londres

ArthurSrz

Pattern d'intégration pour relier un graphe de domaine (structuré, issu d'un CSV) à un graphe lexical (extrait automatiquement de documents non-structurés via LLM). Utiliser cette skill lorsque Claude doit cons...

GitHub

langgraph

amite

LangGraph low-level agent orchestration. Build stateful, durable agents with graphs, persistence, streaming, and human-in-the-loop.

GitHub

session-refiner

amite

Automatically bridge long technical sessions to keep context window small and costs low. Extracts key technical decisions, resolved bugs, active tasks, and essential code snippets from conversation history into...

GitHub

arch-v

rfxlamia

Video production workflow orchestrator for Veo 3. Guides users through creating professional video prompts via two paths - direct text-to-video OR image-to-video pipeline (Imagen 3/4 → Veo 3). Validates prompt...

GitHub

diverse-content-gen

rfxlamia

Agent workflow for generating highly diverse creative content using Verbalized Sampling (VS) technique. Use when user requests multiple variations, brainstorming, creative ideas, or when standard prompting prod...

GitHub

great-prompt-anatomy

rfxlamia

Essential framework for creating solid Veo 3 prompts. Use when constructing video prompts, validating prompt completeness, or teaching prompt structure. Defines 8 mandatory components (Subject, Setting, Action,...

GitHub

imagine

rfxlamia

Prepare detailed, professional prompts for Google Imagen 3/4 image generation. Supports character, environment, and object prompts using natural language with technical photography specifications. Extensible su...

GitHub

delegation-advisor

omerreish-lgtm

Recommend who should do a task (Claude Code, Gemini, ChatGPT, Human, Taskmaster, MCPs) and generate handoff prompts.

GitHub

gemini-agent-sdk-setup

nadeemsangrasi

Integrate OpenAI Agent SDK with Google Gemini backend into FastAPI service using the official Google Gemini API via OpenAI compatibility layer.

GitHub

selection-qa

nadeemsangrasi

Add selection-based Q&A functionality to ChatKit UI allowing users to ask about highlighted text with proper integration.

GitHub

book-ingestion

nadeemsangrasi

Generate the complete RAG ingestion script to crawl textbook from sitemap.xml, chunk content, embed using Gemini, and push to Qdrant following MCP documentation.

GitHub

hugging-face-config

nadeemsangrasi

Generate Hugging Face Spaces configuration files including runtime setup, environment variables, and deployment instructions.

GitHub

qdrant-retrieval-tool

nadeemsangrasi

Generate JSON schemas and Python handlers for Qdrant-based retrieval tools used by the RAG agent to search sitemap-crawled textbook content with URL citations.

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