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

  Chroma

  braxtonROSE4/zorro-agent/optional-skills/mlops/chroma · Skill

  7★ repo

  The Agent that evolves through use, distills session experience into domain knowledge, then converts knowledge into executable skills.

• 542

  Pinecone

  braxtonROSE4/zorro-agent/optional-skills/mlops/pinecone · Skill

  7★ repo

  The Agent that evolves through use, distills session experience into domain knowledge, then converts knowledge into executable skills.

• 543

  Qdrant

  braxtonROSE4/zorro-agent/optional-skills/mlops/qdrant · Skill

  7★ repo

  The Agent that evolves through use, distills session experience into domain knowledge, then converts knowledge into executable skills.

• 544

  Especialista em estruturacao de contexto

  euwebertdefreitas/ai-skills-for-claude-code/skills/especialista-em-estruturacao-de-contexto · Skill

  7★ repo

  Meus plugins e skills de especialista para o Claude e Claude Code.

• 545

  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

• 546

  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

• 547

  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

• 548

  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

• 549

  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.

• 550

  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.

• 551

  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.

• 552

  Langchain rag

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

  7★ repo

  Collection of my Agent Skills and books.

• 553

  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.

• 554

  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.

• 555

  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.

• 556

  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.

• 557

  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

• 558

  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

• 559

  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

• 560

  Embedding strategies

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

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 561

  Rag engineer

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

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 562

  Rag implementation

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

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 563

  Vector database engineer

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

  no license6★ repo

  Awesome Claude Skills, Tools for Customizing Claude AI workflows

• 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

  Data chunking large datasets

  soden46/syarif-laravel-ai-skills/skills/data-chunking-large-datasets · Skill

  4★ repo

  Laravel AI skills that actually know when to stay out of the way. 72 focused skills, smarter sparse routing, automatic project memory, and better specialist selection for Codex, Claude Code, and other AI coding assistants.

• 592

  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

• 593

  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

• 594

  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

• 595

  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

• 596

  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.

• 597

  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.

• 598

  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.

• 599

  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.

• 600

  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.