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

• 541

  Rag service

  Lin-A1/skills-agent/services/rag_service · Skill

  no license7★ repo

  根据agent skill理念构建的通用智能体框架

• 542

  Oms cocoindex

  armelhbobdad/oh-my-skills/skills/oms-cocoindex/0.3.37/oms-cocoindex · Skill

  7★ repo

  Curated collection of agentskills.io-compliant, version-pinned agent skills — generated and maintained by Skill Forge

• 543

  Oms cognee

  armelhbobdad/oh-my-skills/skills/oms-cognee/0.5.8/oms-cognee · Skill

  7★ repo

  Curated collection of agentskills.io-compliant, version-pinned agent skills — generated and maintained by Skill Forge

• 544

  Oms cognee

  armelhbobdad/oh-my-skills/skills/oms-cognee/1.0.0/oms-cognee · Skill

  7★ repo

  Curated collection of agentskills.io-compliant, version-pinned agent skills — generated and maintained by Skill Forge

• 545

  Rag pipeline

  param087/agent-ml-skills/skills/rag-pipeline · Skill

  7★ repo

  Production-grade Machine Learning, Data Science & MLOps skills for AI coding agents (Codex, Claude Code, Cursor, OpenCode). One npx command to install.

• 546

  Evaluate llm feature

  event4u-app/agent-config/dist/agent-src/skills/evaluate-llm-feature · Skill

  7★ repo

  Universal AI Agent OS — audited skills, governance rules, replayable state. One contract, every host agent.

• 547

  Evaluate llm feature

  event4u-app/agent-config/src/skills/evaluate-llm-feature · Skill

  7★ repo

  Universal AI Agent OS — audited skills, governance rules, replayable state. One contract, every host agent.

• 548

  Langchain rag

  Harmeet10000/skills/skills/ai-ml/langchain-rag · Skill

  7★ repo

  Collection of my Agent Skills and books.

• 549

  Chunking form grouping

  HDeibler/universal-design-principles/plugins/cognition-and-learnability-principles/skills/chunking-form-grouping · Skill

  no license7★ repo

  Cross-agent marketplace of Universal Design Principles skills for Claude Code, Codex, Cursor, Gemini CLI, and other AI agents.

• 550

  Chunking numeric and otp

  HDeibler/universal-design-principles/plugins/cognition-and-learnability-principles/skills/chunking-numeric-and-otp · Skill

  no license7★ repo

  Cross-agent marketplace of Universal Design Principles skills for Claude Code, Codex, Cursor, Gemini CLI, and other AI agents.

• 551

  Chunking

  HDeibler/universal-design-principles/plugins/cognition-and-learnability-principles/skills/chunking · Skill

  no license7★ repo

  Cross-agent marketplace of Universal Design Principles skills for Claude Code, Codex, Cursor, Gemini CLI, and other AI agents.

• 552

  Rag architect

  vignesh2027/Claude-Agentic-Skills2.0-version/rag-architect · Skill

  6★ repo

  Been building this for 6 months. Finally at a place where I'm comfortable sharing it.

• 553

  Local rag mcp

  yeaight7/agent-powerups/plugins/codebase-intelligence/skills/local-rag-mcp · Skill

  6★ repo

  Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md templates, and workflows for serious software engineering. Claude Code, Codex, Antigravity CLI, Cursor and more

• 554

  Local rag mcp

  yeaight7/agent-powerups/plugins/tool-integrations/skills/local-rag-mcp · Skill

  6★ repo

  Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md templates, and workflows for serious software engineering. Claude Code, Codex, Antigravity CLI, Cursor and more

• 555

  Local rag mcp

  yeaight7/agent-powerups/skills/local-rag-mcp · Skill

  6★ repo

  Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md templates, and workflows for serious software engineering. Claude Code, Codex, Antigravity CLI, Cursor and more

• 556

  Embedding strategies

  ranbot-ai/awesome-skills/skills/embedding-strategies · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 557

  Rag engineer

  ranbot-ai/awesome-skills/skills/rag-engineer · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 558

  Rag implementation

  ranbot-ai/awesome-skills/skills/rag-implementation · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 559

  Vector database engineer

  ranbot-ai/awesome-skills/skills/vector-database-engineer · Skill

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 560

  Knowledge pipeline

  S3YED/appie-kit/skills/automation/knowledge-pipeline · Skill

  6★ repo

  Build Your Own AI Employee. The complete starter kit for OpenClaw + Hermes Agent. 155 deduplicated skills, drag-and-drop workspace, case studies, install scripts.

• 561

  Recsys pipeline architect

  S3YED/appie-kit/skills/ecc/recsys-pipeline-architect · Skill

  6★ repo

  Build Your Own AI Employee. The complete starter kit for OpenClaw + Hermes Agent. 155 deduplicated skills, drag-and-drop workspace, case studies, install scripts.

• 562

  Turbovec

  S3YED/appie-kit/skills/knowledge/turbovec · Skill

  6★ repo

  Build Your Own AI Employee. The complete starter kit for OpenClaw + Hermes Agent. 155 deduplicated skills, drag-and-drop workspace, case studies, install scripts.

• 563

  Turbovec

  S3YED/appie-kit/skills/misc/turbovec · Skill

  6★ repo

  Build Your Own AI Employee. The complete starter kit for OpenClaw + Hermes Agent. 155 deduplicated skills, drag-and-drop workspace, case studies, install scripts.

• 564

  Rag blueprint

  bg-szy/TOP-SKILLS/skills/agent-skills/rag-blueprint · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 565

  Rag eval

  bg-szy/TOP-SKILLS/skills/agent-skills/rag-eval · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 566

  Rag perf

  bg-szy/TOP-SKILLS/skills/agent-skills/rag-perf · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 567

  Embedding strategies

  bg-szy/TOP-SKILLS/skills/awesome-skills/embedding-strategies · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 568

  Rag implementation

  bg-szy/TOP-SKILLS/skills/awesome-skills/rag-implementation · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 569

  Agentdb semantic vector search

  bg-szy/TOP-SKILLS/skills/marketplace/agentdb-semantic-vector-search · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 570

  Agentdb vector search

  bg-szy/TOP-SKILLS/skills/marketplace/agentdb-vector-search · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 571

  Agentdb vector search skills ruvnet agentdb vector search

  bg-szy/TOP-SKILLS/skills/marketplace/agentdb-vector-search__skills-ruvnet-agentdb-vector-search · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 572

  Ai rag pipeline

  bg-szy/TOP-SKILLS/skills/marketplace/ai-rag-pipeline · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 573

  Ai rag pipeline skills inference sh ai rag pipeline

  bg-szy/TOP-SKILLS/skills/marketplace/ai-rag-pipeline__skills-inference-sh-ai-rag-pipeline · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 574

  Building rag systems

  bg-szy/TOP-SKILLS/skills/marketplace/building-rag-systems · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 575

  Embedding strategies

  bg-szy/TOP-SKILLS/skills/marketplace/embedding-strategies · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 576

  Embedding strategies skills wshobson embedding strategies

  bg-szy/TOP-SKILLS/skills/marketplace/embedding-strategies__skills-wshobson-embedding-strategies · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 577

  Rag engineer

  bg-szy/TOP-SKILLS/skills/marketplace/rag-engineer · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 578

  Rag implementation

  bg-szy/TOP-SKILLS/skills/marketplace/rag-implementation · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 579

  Rag implementation skills wshobson rag implementation

  bg-szy/TOP-SKILLS/skills/marketplace/rag-implementation__skills-wshobson-rag-implementation · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 580

  Rag pipeline

  bg-szy/TOP-SKILLS/skills/marketplace/rag-pipeline · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 581

  Surrealdb python

  bg-szy/TOP-SKILLS/skills/marketplace/surrealdb-python · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 582

  Vector database engineer

  bg-szy/TOP-SKILLS/skills/marketplace/vector-database-engineer · Skill

  no license5★ repo

  全球最大的 Claude Code 技能聚合库 · 收录 3900+ 来自 12+ 来源的技能，提供在线搜索与趋势分析看板 / The world's largest Claude Code skill aggregation hub — 3900+ skills from 12+ sources with online search and trend dashboard

• 583

  Engineering advanced

  ceoimperiumprojects/imperium-brain/skills/engineering-advanced · Skill

  no license5★ repo

  CEO, CTO, CMO, CFO, sales, product & legal advisors — all in one Claude Code plugin. 250+ skills from 10 distilled startup books. Install once, run your startup smarter.

• 584

  Open webui embeddings

  air-gapped/skills/.claude/skills/open-webui-embeddings · Skill

  5★ repo

  Claude Code plugin marketplace — 58 installable reference skills across vLLM/SGLang inference, Kubernetes & Harvester, GPU host bring-up, observability, security, and agent workflows.

• 585

  Rag mcp tool selection

  AnthonyAlcaraz/agentic-graph-rag-skills/skills/tool-orchestration/rag-mcp-tool-selection · Skill

  5★ repo

  Companion repo for Agentic Graph RAG (O'Reilly, Anthony Alcaraz & Sam Julien) — 50 runnable skills + 8 pedagogical notebooks covering all eight chapters, on one moto-mocked AWS DevOps scenario

• 586

  Agentic rag

  thaolst/ai-growth-agents-for-marketers/skills/agentic-rag · Skill

  5★ repo

  AI agents for growth marketing — built from real fintech campaigns. Prompts + Python.

• 587

  Rag knowledge base

  thaolst/ai-growth-agents-for-marketers/skills/rag-knowledge-base · Skill

  5★ repo

  AI agents for growth marketing — built from real fintech campaigns. Prompts + Python.

• 588

  Context management

  VersoXBT/claude-initial-setup/skills/agent-patterns/context-management · Skill

  4★ repo

  75 skills, 14 agents, 15 commands for Claude Code. Plug-and-play starter kit covering TypeScript, Python, Go, Rust, React, Next.js, FastAPI, Django, Docker, CI/CD, security, testing, and more. Cross-AI support for Cursor, Copilot, and Codex.

• 589

  Bioc fulltext fetch

  EthanYoQ/Skill-hub/skills/06-data-search/bioc-fulltext-fetch · Skill

  4★ repo

  Reusable AI agent skills for Codex, Claude Code etc. — AI coding workflows, SKILL.md templates, and automation practices. 面向 Codex、Claude Code等agents 的可复用 AI Agent Skill 技能库：AI 编程工作流、SKILL.md 模板与自动化实践。

• 590

  Decision tree with lp embedding

  EthanYoQ/Skill-hub/skills/08-writing-marketing/decision-tree-with-lp-embedding · Skill

  4★ repo

  Reusable AI agent skills for Codex, Claude Code etc. — AI coding workflows, SKILL.md templates, and automation practices. 面向 Codex、Claude Code等agents 的可复用 AI Agent Skill 技能库：AI 编程工作流、SKILL.md 模板与自动化实践。

• 591

  Couchbase ai applications

  celticht32/Couchbase-Skills-for-Claude.ai/skills/couchbase/couchbase-ai-applications · Skill

  4★ repo

  This is a collection of skills I have created for Couchbase for Claude.ai

• 592

  Embeddings selection

  Amey-Thakur/AI-SKILLS/skills/llm-engineering/embeddings-selection · Skill

  4★ repo

  Plug-and-play skills and prompts for every AI coding agent

• 593

  Rag pipeline

  Amey-Thakur/AI-SKILLS/skills/llm-engineering/rag-pipeline · Skill

  4★ repo

  Plug-and-play skills and prompts for every AI coding agent

• 594

  Retrieval reranking

  Amey-Thakur/AI-SKILLS/skills/llm-engineering/retrieval-reranking · Skill

  4★ repo

  Plug-and-play skills and prompts for every AI coding agent

• 595

  Rag architecture

  fabioc-aloha/Alex_Skill_Mall/plugins/ai-agents/rag-architecture · Skill

  4★ repo

  284 curated plugins for AI assistants across 16 categories: security, Azure, documentation, code quality, cloud infrastructure, and more. Works with GitHub Copilot. Drop into .github/skills/local/ and go.

• 596

  Image embedding size limits

  fabioc-aloha/Alex_Skill_Mall/plugins/media-graphics/image-embedding-size-limits · Skill

  4★ repo

  284 curated plugins for AI assistants across 16 categories: security, Azure, documentation, code quality, cloud infrastructure, and more. Works with GitHub Copilot. Drop into .github/skills/local/ and go.

• 597

  Image storage embedding split

  fabioc-aloha/Alex_Skill_Mall/plugins/media-graphics/image-storage-embedding-split · Skill

  4★ repo

  284 curated plugins for AI assistants across 16 categories: security, Azure, documentation, code quality, cloud infrastructure, and more. Works with GitHub Copilot. Drop into .github/skills/local/ and go.

• 598

  Rag

  tienenwu/fables/en/rag · Skill

  4★ repo

  Self-evolving skill packs that give Claude Code & Codex judgment, not knowledge — decidable rules, per-playbook regression quizzes for models, and a project harness generator. zh-TW canon + full EN mirror.

• 599

  Rag

  tienenwu/fables/rag · Skill

  4★ repo

  Self-evolving skill packs that give Claude Code & Codex judgment, not knowledge — decidable rules, per-playbook regression quizzes for models, and a project harness generator. zh-TW canon + full EN mirror.

• 600

  Evaluate rag

  build-with-dhiraj/ai-workflow-framework-portability-kit/Skills/evaluate-rag · Skill

  4★ repo

  Portable, self-contained snapshot of a complete Claude Code setup — 36 specialist agents, 134 skills, plugins, MCP servers & host tooling. Clone, claude login, run one script, restore the whole orchestration stack in ~20 min.