RAG & retrieval
912 rows, by stacks then stars
229 of these skill files have been read, by 199 distinct authors, and what they tell an agent counted. What RAG & retrieval authors agree on, and what they forbid
pinecone-io/skills/skills/pinecone-query Skill
14★ repoPinecone's official Agent Skills library, for use with agentic IDEs such as Cursor, Github Copilot, Antigravity, Gemini CLI and more.
pinecone-io/skills/skills/pinecone-quickstart Skill
14★ repoPinecone's official Agent Skills library, for use with agentic IDEs such as Cursor, Github Copilot, Antigravity, Gemini CLI and more.
onfire7777/universal-ai-skills-library/skills/embedding-fusion-strategy Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
cobusgreyling/agent-skills/skills/rag-vs-context-engineering Skill
no license13★ repoPersonal collection of Agent Skills for AI coding agents (Claude Code, Gemini CLI, Cursor, Codex, etc.)
FridrichMethod/awesome-skills/skills/embedding-strategies Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
FridrichMethod/awesome-skills/skills/rag-implementation Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
martinholovsky/SOTA-skills/skills/sota-llm-engineering Skill
12★ repoState-of-the-Art (2026) AI/LLM engineering skills/agents for building and auditing software — 40+ domain & language skills, BUILD/AUDIT modes, audit checklists.
lebsral/DSPy-Programming-not-prompting-LMs-skills/skills/ai-searching-docs Skill
no license11★ repoAI skills for Claude Code, Cursor, and other coding agents. Build reliable AI features with DSPy — classification, RAG, parsing, agents, and more. Just type /ai-do.
lebsral/DSPy-Programming-not-prompting-LMs-skills/skills/dspy-knn-few-shot Skill
no license11★ repoAI skills for Claude Code, Cursor, and other coding agents. Build reliable AI features with DSPy — classification, RAG, parsing, agents, and more. Just type /ai-do.
lebsral/DSPy-Programming-not-prompting-LMs-skills/skills/dspy-qdrant Skill
no license11★ repoAI skills for Claude Code, Cursor, and other coding agents. Build reliable AI features with DSPy — classification, RAG, parsing, agents, and more. Just type /ai-do.
lebsral/DSPy-Programming-not-prompting-LMs-skills/skills/dspy-retrieval Skill
no license11★ repoAI skills for Claude Code, Cursor, and other coding agents. Build reliable AI features with DSPy — classification, RAG, parsing, agents, and more. Just type /ai-do.
ArchSightLabs/archsight-aios/skills/aios-runtime Skill
11★ repo面向建筑行业知识工作从业者与 AI 研发团队的 Skills、Workflow 与多 Agent 工具包 / Building-industry AI agent skills for BIM, IFC, RAG, GraphRAG, project evidence work, code review, and runtime governance.
mahmoud20138/Tradecraft/plugins/tradecraft/skills/polymarket-prediction-agents Skill
10★ repo102 Claude Code skills across 7 categories -- trading strategies, Azure, VSCode extensions, AI prompts, and custom automation skills
sinhoneyy/master-skills/plugins/master-skills-ai-agent-builder/skills/embedding-strategies Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
sinhoneyy/master-skills/plugins/master-skills-ai-agent-builder/skills/rag-architect Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
sinhoneyy/master-skills/plugins/master-skills-ai-agent-builder/skills/rag-engineer Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
sinhoneyy/master-skills/plugins/master-skills-ai-agent-builder/skills/rag-implementation Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
sinhoneyy/master-skills/plugins/master-skills-ai-agent-builder/skills/vector-database-engineer Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
sinhoneyy/master-skills/skills/embedding-strategies Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
sinhoneyy/master-skills/skills/rag-architect Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
sinhoneyy/master-skills/skills/rag-engineer Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
sinhoneyy/master-skills/skills/rag-implementation Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
sinhoneyy/master-skills/skills/vector-database-engineer Skill
no license10★ repoUnified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains
autohandai/community-skills/nvidia-rag-blueprint Skill
10★ repoA collection of curated, useful, and safe skills for Autohand Code CLI Agent
Notysoty/openagentskills/skills/rag-chunking-advisor Skill
9★ repoA community-driven library of reusable AI agent skills for Claude Code, Cursor, Codex, Cline, and more.
Notysoty/openagentskills/skills/rag-workflow-planner Skill
9★ repoA community-driven library of reusable AI agent skills for Claude Code, Cursor, Codex, Cline, and more.
mouadja02/skills/skills/agent-design/agentic-rag-architect Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/agent-eval/rag-evaluation-matrix Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/cloud-aws/core/amazon-bedrock Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/cloud-aws/database/amazon-elasticache Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/cloud-aws/storage/storing-and-querying-vectors Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/multimodal-rag-architecture Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-clients-sdk Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-deployment-options Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-model-migration Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-monitoring Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-monitoring/debugging Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-monitoring/setup Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
Qdrant performance optimization
mouadja02/skills/skills/llm-tooling/qdrant-performance-optimization Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-scaling Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-scaling/minimize-latency Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-scaling/scaling-data-volume Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-scaling/scaling-data-volume/horizontal-scaling Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-scaling/scaling-data-volume/sliding-time-window Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-scaling/scaling-data-volume/tenant-scaling Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-scaling/scaling-data-volume/vertical-scaling Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-scaling/scaling-qps Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-scaling/scaling-query-volume Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-search-quality Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-search-quality/diagnosis Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-search-quality/search-strategies Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
mouadja02/skills/skills/llm-tooling/qdrant-version-upgrade Skill
no license9★ repoA curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...
dolphindb/DolphinX_Skill/dolphindb-factor/dolphindb-rag Skill
no license8★ repoTalk luebken embedding pi coding agent
jscraik/Agent-Skills/Plugins/aidevcon/skills/talk-luebken-embedding-pi-coding-agent Skill
8★ repoGoverned skill foundry and Skills SDK for Codex/AI coding agents: author, validate, evaluate, and sync runtime projections through ask.
PIXARTSeu/Synapse/.agents/skills/rag-architect Skill
no license8★ repoSelf-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective memory, project tracking, work logs. One server, all your sessions share the same knowledge. Deploy on Coolify in 2 minutes.
PIXARTSeu/Synapse/packages/codegraph/data/lifecycle-skills/rag-architect Skill
no license8★ repoSelf-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective memory, project tracking, work logs. One server, all your sessions share the same knowledge. Deploy on Coolify in 2 minutes.
braxtonROSE4/zorro-agent/optional-skills/mlops/chroma Skill
7★ repoThe Agent that evolves through use, distills session experience into domain knowledge, then converts knowledge into executable skills.
braxtonROSE4/zorro-agent/optional-skills/mlops/pinecone Skill
7★ repoThe Agent that evolves through use, distills session experience into domain knowledge, then converts knowledge into executable skills.
braxtonROSE4/zorro-agent/optional-skills/mlops/qdrant Skill
7★ repoThe Agent that evolves through use, distills session experience into domain knowledge, then converts knowledge into executable skills.
Especialista em estruturacao de contexto
euwebertdefreitas/ai-skills-for-claude-code/skills/especialista-em-estruturacao-de-contexto Skill
7★ repoMeus plugins e skills de especialista para o Claude e Claude Code.