Best retrieval-augmented generation skills, page 7

A skill your agent uses when building grounded Q&A over your own corpus — chunk, retrieve hybrid, rerank, ground, cite chunk ids, refuse when the sources fall short — or when the right document is…

ericrisco/rsc-harness

Provides AWS CloudFormation patterns for Amazon Bedrock resources including agents, knowledge bases, data sources, guardrails, prompts, flows, and inference profiles.

giuseppe-trisciuoglio/developer-kit

Enables interaction with Google NotebookLM for advanced RAG (Retrieval-Augmented Generation) capabilities via the notebooklm-mcp-cli tool.

giuseppe-trisciuoglio/developer-kit

Expert in building comprehensive AI systems, integrating LLMs, RAG architectures, and autonomous agents into production applications.

majiayu000/claude-skill-registry

A skill your agent uses when a support or sales bot on a live website must behave: persona/system prompt, grounding so it cannot invent prices or policy, jailbreak and injection defense, the human…

majiayu000/claude-skill-registry

A skill your agent uses when user needs LLM system architecture, model deployment, optimization strategies, and production serving infrastructure.

majiayu000/claude-skill-registry

A skill your agent uses when working with Mastra - the TypeScript AI framework for building agents, workflows, tools, and AI-powered applications.

majiayu000/claude-skill-registry

A skill your agent uses when crafting LLM prompts, implementing chain-of-thought reasoning, designing few-shot examples, building RAG pipelines, or optimizing prompt performance.

majiayu000/claude-skill-registry

Expert in building Retrieval-Augmented Generation systems. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry

AI/ML Workflow Bundle workflow skill. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry

Databricks Vector Search endpoints and indexes for RAG and semantic search; covers index types, search modes, end-to-end RAG patterns

databricks/databricks-agent-skills

Build AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and LLM integration.

aiskillstore/marketplace

AI 学习记录与成长追踪工具。用于记录 AI/LLM 学习笔记、使用心得、Prompt 技巧、工具体验等，并提供学习指导和规划。当用户提到以下任何话题时都应使用此 skill：AI 学习记录、学习笔记、AI 使用心得、Prompt 工程学习、模型对比体验、AI 工具使用记录、LLM 学习、RAG 学习、Agent 学习、MCP 学习、AI 微调实践、AI 学习规划、怎么学 AI、AI…

LeoYeAI/openclaw-master-skills

Knowledge management and RAG platform with tree-based document indexing.

LeoYeAI/openclaw-master-skills

Methodology for systematically designing document chunking strategies for RAG pipelines.

revfactory/harness-100

Designing agent harnesses and tool systems — risk taxonomy for tools, permission decisions, draft/commit pattern, structured tool results, agent budgets (10 types), context trust labels against…

AnastasiyaW/codex-claude-code-config

Managed vector database for production RAG — serverless and pod-based deployment, hybrid search, namespaces, and metadata filtering.

AlexAI-MCP/hermes-CCC

A skill your agent uses whenever the user wants to find, shortlist, vet, or enrich US AI/ML/data consulting firms (consultancies) — AI/ML development, MLOps, generative AI / LLM apps (RAG, chatbots…

jeremylongshore/tons-of-skills-marketplace

Build research knowledge graphs for literature synthesis and RAG systems

wentorai/research-plugins

RAG architecture for academic knowledge retrieval and synthesis

wentorai/research-plugins

Ingest user-selected documents and retrieve cited procedures, standards, and design evidence from the local RAG knowledge base.

automateyournetwork/netclaw

Hybrid search (vector + BM25 via RRF + metadata boost) against the pgvector Knowledge base, with optional RAG synthesis.

evolution-foundation/evo-nexus

Every product will be AI-powered. An agent skill from omer-metin/skills-for-antigravity.

omer-metin/skills-for-antigravity

Coaches end-to-end ML system design interviews covering inference pipelines, recommendation systems, RAG, feature stores, and monitoring.

curiositech/some_claude_skills

Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow

aiskillstore/marketplace

Cloudflare Vectorize vector database for semantic search and RAG.

secondsky/claude-skills

Test authorized retrieval-augmented generation boundaries for tenant isolation, corpus attribution, retrieval integrity, poisoned-content influence, citation fidelity, and protected-data crossover…

cyberful/cyberful

Write a structured project status report for any project. An agent skill from mohitagw15856/pm-claude-skills.

mohitagw15856/pm-claude-skills

Review an existing Retrieval-Augmented Generation system and find why it underperforms.

mohitagw15856/pm-claude-skills

Design a Retrieval-Augmented Generation system end to end. An agent skill from mohitagw15856/pm-claude-skills.

mohitagw15856/pm-claude-skills

Runs a structured team health assessment across key dimensions.

mohitagw15856/pm-claude-skills

Build RAG systems for construction knowledge bases. An agent skill from datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

MindsDB MCP服务器交互技能，用于通过自然语言查询和操作200+企业级数据源。当用户需要查询数据库、分析数据、创建AI模型、连接数据源（MySQL、PostgreSQL、MongoDB、Excel、CSV、Gmail、Slack等）、执行SQL查询、进行数据预测、构建知识库（RAG）、智能问答、文档检索或任何与数据库交互的任务时使用此技能。即使没有明确提到MindsDB，只要涉及数据库操…

LeoYeAI/openclaw-master-skills

Configure and validate Unstructured post-partition chunking for RAG, embedding, and downstream processing.

VectorSpaceLab/AREX-Skill

Use this RAGs sub-skill to inspect, edit, update, delete, and troubleshoot generated RAG agent configuration and cache state.

VectorSpaceLab/AREX-Skill

A skill your agent uses for Feast feature store tasks: feature repositories, definitions, CLI, retrieval, materialization, serving, RAG/vector search, integrations, and Feast contributor workflows.

VectorSpaceLab/AREX-Skill

A skill your agent uses for Feast RAG, vector search, vector-indexed fields, vector online stores, document embedding/chunking, retrieveonlinedocuments APIs, DocEmbedder, FeastVectorStore, and…

VectorSpaceLab/AREX-Skill

Use this repo skill for RAGs, a Streamlit app that builds configurable LlamaIndex RAG agents from natural-language setup, data sources, and model settings.

VectorSpaceLab/AREX-Skill

A skill your agent uses for sentence-transformers CrossEncoder pair scoring, reranking, rank API usage, retrieve-and-rerank handoffs, multimodal reranker routing, and activation/softmax/numlabels…

VectorSpaceLab/AREX-Skill

A skill your agent uses when splitting extracted text into chunks for LLM context windows or RAG ingestion.

hashgraph-online/awesome-codex-plugins

RAG workflow skill. An agent skill from diegosouzapw/awesome-omni-skills.

diegosouzapw/awesome-omni-skills

Amazon Bedrock Agents for building autonomous AI agents with foundation model orchestration, action groups, knowledge bases, and session management.

majiayu000/claude-skill-registry

Interactive Archon integration for knowledge base and project management via REST API.

Microck/ordinary-claude-skills

Retrieval-augmented generation (RAG) skill for the D&D 5e System Reference Document (SRD).

Microck/ordinary-claude-skills

Design RAG pipelines: chunking, retrieval evaluation, and architecture.

borghei/Claude-Skills

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs.

borghei/Claude-Skills

Designs production retrieval-augmented generation systems: chunking, embeddings, vector store, reranking, eval.

criptogus/agent-evolve-network

Local hybrid search for markdown notes and docs. An agent skill from sundial-org/awesome-openclaw-skills.

sundial-org/awesome-openclaw-skills