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

• 121

  Knowledge retrieval

  open-gitagent/opengap/examples/nvidia-deep-researcher/skills/knowledge-retrieval · Skill

  2,907★ repo

  A framework-agnostic, git-native standard for defining AI agents

• 122

  Rag blueprint

  NVIDIA/skills/skills/rag-blueprint · Skill

  2,853★ repo

  Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

• 123

  Rag eval

  NVIDIA/skills/skills/rag-eval · Skill

  2,853★ repo

  Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

• 124

  Rag perf

  NVIDIA/skills/skills/rag-perf · Skill

  2,853★ repo

  Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

• 125

  Vss deploy video embedding

  NVIDIA/skills/skills/vss-deploy-video-embedding · Skill

  2,853★ repo

  Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

• 126

  Embedding strategies

  foryourhealth111-pixel/Vibe-Skills/bundled/skills/embedding-strategies · Skill

  2,656★ repo

  VibeSkills is a general-purpose Skill that automatically routes local Skills and intelligently orchestrates harness workflows.

• 127

  Langchain data handling

  jeremylongshore/claude-code-plugins-plus-skills/plugins/saas-packs/langchain-py-pack/skills/langchain-data-handling · Skill

  2,628★ repo

  425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

• 128

  Podium call transcript pipeline

  jeremylongshore/claude-code-plugins-plus-skills/plugins/saas-packs/podium-pack/skills/podium-call-transcript-pipeline · Skill

  2,628★ repo

  425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

• 129

  Podium conversation history export

  jeremylongshore/claude-code-plugins-plus-skills/plugins/saas-packs/podium-pack/skills/podium-conversation-history-export · Skill

  2,628★ repo

  425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

• 130

  Podium rag context bridge

  jeremylongshore/claude-code-plugins-plus-skills/plugins/saas-packs/podium-pack/skills/podium-rag-context-bridge · Skill

  2,628★ repo

  425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

• 131

  Langchain data handling

  jeremylongshore/claude-code-plugins-plus-skills/skills/.curated/langchain-data-handling · Skill

  2,628★ repo

  425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

• 132

  Podium call transcript pipeline

  jeremylongshore/claude-code-plugins-plus-skills/skills/.curated/podium-call-transcript-pipeline · Skill

  2,628★ repo

  425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

• 133

  Podium conversation history export

  jeremylongshore/claude-code-plugins-plus-skills/skills/.curated/podium-conversation-history-export · Skill

  2,628★ repo

  425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

• 134

  Podium rag context bridge

  jeremylongshore/claude-code-plugins-plus-skills/skills/.curated/podium-rag-context-bridge · Skill

  2,628★ repo

  425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

• 135

  Chroma integration

  a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/chroma-integration · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 136

  Milvus integration

  a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/milvus-integration · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 137

  Pinecone integration

  a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/pinecone-integration · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 138

  Qdrant integration

  a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/qdrant-integration · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 139

  Rag chunking strategy

  a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/rag-chunking-strategy · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 140

  Rag embedding generation

  a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/rag-embedding-generation · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 141

  Rag hybrid search

  a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/rag-hybrid-search · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 142

  Rag query transformation

  a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/rag-query-transformation · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 143

  Rag reranking

  a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/rag-reranking · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 144

  Brki rag bro grundlagen cloud act

  Klotzkette/claude-fuer-deutsches-recht/berufsrecht-ki-vertragspruefung/skills/brki-rag-bro-grundlagen-cloud-act · Skill

  1,443★ repo

  ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co

• 145

  Brki rag vertraulichkeit spezial

  Klotzkette/claude-fuer-deutsches-recht/berufsrecht-ki-vertragspruefung/skills/brki-rag-vertraulichkeit-spezial · Skill

  1,443★ repo

  ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co

• 146

  Oma db

  first-fluke/oh-my-agent/.agents/skills/oma-db · Skill

  1,226★ repo

  Portable, vendor-agnostic agent harness for project-specific skills, workflows, and agent teams aligned with your codebase, conventions, and engineering standards.

• 147

  Oma db

  first-fluke/oh-my-agent/benchmarks/runs/oma/.agents/skills/oma-db · Skill

  1,226★ repo

  Portable, vendor-agnostic agent harness for project-specific skills, workflows, and agent teams aligned with your codebase, conventions, and engineering standards.

• 148

  Oma db

  first-fluke/oh-my-agent/generated/agent-skills/oma-db · Skill

  1,226★ repo

  Portable, vendor-agnostic agent harness for project-specific skills, workflows, and agent teams aligned with your codebase, conventions, and engineering standards.

• 149

  05 rag eval

  agentscope-ai/OpenJudge/skills/eval_pipeline/05-rag-eval · Skill

  791★ repo

  OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

• 150

  Gnn edge feature embedding generator

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8/gnn-edge-feature-embedding-generator · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

• 151

  Qqrd watermark embedding matlab implementation

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8/qqrd-watermark-embedding-matlab-implementation · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

• 152

  Gnn edge feature embedding generation

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/gnn-edge-feature-embedding-generation · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

• 153

  Implement raptor with semantic chunking and mixedbread embedding

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8/implement-raptor-with-semantic-chunking-and-mixedbread-embedding · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

• 154

  Langchain local pdf rag pipeline

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8/langchain-local-pdf-rag-pipeline · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

• 155

  Pytorch rnn dataset chunking configuration

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8/pytorch-rnn-dataset-chunking-configuration · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

• 156

  Local pdf rag pipeline with langchain and ollama

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/local-pdf-rag-pipeline-with-langchain-and-ollama · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

• 157

  Pytorch dataset chunking for rnn training

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/pytorch-dataset-chunking-for-rnn-training · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

• 158

  Journey rag

  butterbase-ai/butterbase-skills/skills/journey-rag · Skill

  532★ repo

  Plugin for Butterbase.ai

• 159

  Rag dev

  butterbase-ai/butterbase-skills/skills/rag-dev · Skill

  532★ repo

  Plugin for Butterbase.ai

• 160

  Rag patterns

  vibeeval/vibecosystem/skills/rag-patterns · Skill

  526★ repo

  AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

• 161

  Vector db patterns

  vibeeval/vibecosystem/skills/vector-db-patterns · Skill

  526★ repo

  AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

• 162

  Embedding optimization

  ancoleman/ai-design-components/skills/embedding-optimization · Skill

  503★ repo

  Comprehensive UI/UX and Backend component design skills for AI-assisted development with Claude

• 163

  Using vector databases

  ancoleman/ai-design-components/skills/using-vector-databases · Skill

  503★ repo

  Comprehensive UI/UX and Backend component design skills for AI-assisted development with Claude

• 164

  Rag pipeline

  aiskillstore/marketplace/skills/abdulsamad94/rag-pipeline · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 165

  Surrealdb python

  aiskillstore/marketplace/skills/activeinferenceinstitute/surrealdb-python · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 166

  Building rag systems

  aiskillstore/marketplace/skills/asmayaseen/building-rag-systems · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 167

  Agentdb semantic vector search

  aiskillstore/marketplace/skills/dnyoussef/agentdb-semantic-vector-search · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 168

  Agentdb vector search

  aiskillstore/marketplace/skills/dnyoussef/agentdb-vector-search · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 169

  Ai rag pipeline

  aiskillstore/marketplace/skills/inference-sh-9/ai-rag-pipeline · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 170

  Ai rag pipeline

  aiskillstore/marketplace/skills/inference-sh/ai-rag-pipeline · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 171

  Agentdb vector search

  aiskillstore/marketplace/skills/ruvnet/agentdb-vector-search · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 172

  Embedding strategies

  aiskillstore/marketplace/skills/sickn33/embedding-strategies · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 173

  Rag engineer

  aiskillstore/marketplace/skills/sickn33/rag-engineer · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 174

  Rag implementation

  aiskillstore/marketplace/skills/sickn33/rag-implementation · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 175

  Vector database engineer

  aiskillstore/marketplace/skills/sickn33/vector-database-engineer · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 176

  Embedding strategies

  aiskillstore/marketplace/skills/wshobson/embedding-strategies · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 177

  Rag implementation

  aiskillstore/marketplace/skills/wshobson/rag-implementation · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 178

  Agentdb vector search

  spencermarx/open-code-review/.claude/skills/agentdb-vector-search · Skill

  331★ repo

  AI-powered multi-agent code review. Simulates a customizable team of Engineers performing code review with built-in discourse.

• 179

  Rag

  giuseppe-trisciuoglio/developer-kit/plugins/developer-kit-ai/skills/rag · Skill

  329★ repo

  Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI.

• 180

  Langchain4j rag implementation patterns

  giuseppe-trisciuoglio/developer-kit/plugins/developer-kit-java/skills/langchain4j-rag-implementation-patterns · Skill

  329★ repo

  Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI.