RAG & retrieval
914 rows, by stacks then stars
Pyfagorass/bookofspells/skills/qdrant/scaling-data-volume Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/scaling-data-volume/horizontal-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/scaling-data-volume/sliding-time-window Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/scaling-data-volume/tenant-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/scaling-data-volume/vertical-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/scaling-qps Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/scaling-query-volume Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/search-speed-optimization Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/search-strategies Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/search-strategies/hybrid-search Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/search-strategies/hybrid-search/combining-searches Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/search-strategies/hybrid-search/search-types Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/search-strategies/relevance-feedback Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/search-types Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/setup Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/sliding-time-window Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/tenant-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/vertical-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/redis/redis-vector-search Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Implementing document indexing
qte77/claude-code-plugins/plugins/rag-core/skills/implementing-document-indexing Skill
2★ repoA Claude Code plugin marketplace providing skills, rules, and scripts extracted from a production development workflow.
Shuwanito/SkillsMP/.claude/skills/nexus-data-science Skill
no license2★ repoSEO
Shuwanito/SkillsMP/.claude/skills/nexus-legal-rag Skill
no license2★ repoSEO
spideynolove/claude-code-in-action/27-tdd-conductor-llmdev/.claude/skills/rag-implementation Skill
2★ repoThe process I experienced firsthand through the https://anthropic.skilljar.com/claude-code-in-action course using real-world daily projects
spideynolove/claude-code-in-action/27-tdd-conductor-llmdev/.claude/skills/embedding-strategies Skill
2★ repoThe process I experienced firsthand through the https://anthropic.skilljar.com/claude-code-in-action course using real-world daily projects
surpradhan/claude-code-for-ai-engineers/skills/rag-eval-harness Skill
2★ repoOpen-source preview of *Claude Code for AI Engineers* - a methodology-first skill pack for RAG eval, agent debugging, MCP servers, paper reproduction, and benchmark reporting. Full pack (6 skills, 3 templates, 5 slash commands) at surpradhan.gumroad.com/l/claude-code-for-ai-engineers
vignesh2027/AI-AGENT-SKILLS/skills/rag-system-design Skill
2★ repoTurn your ai agent into senior engineer..The result is fast code that fails slowly. AI Agent Skills solves this by giving agents the same disciplined workflows senior engineers use
Ansi safe border caption embedding
vishuwa2004/cskill-agents/agents/claude-code/skills/ansi-safe-border-caption-embedding Skill
2★ repoBuild curated agent skills for coding CLIs, terminal tools, context engines, remote bridges, and multi-agent runtimes
Ansi safe border caption embedding
vishuwa2004/cskill-agents/agents/codex/skills/ansi-safe-border-caption-embedding Skill
2★ repoBuild curated agent skills for coding CLIs, terminal tools, context engines, remote bridges, and multi-agent runtimes
Ansi safe border caption embedding
vishuwa2004/cskill-agents/skills/ansi-safe-border-caption-embedding Skill
2★ repoBuild curated agent skills for coding CLIs, terminal tools, context engines, remote bridges, and multi-agent runtimes
Abhillashjadhav/PM-agent-OS/.claude/skills/rag-vs-agent-architect Skill
29 days old1★ repoEvidence-aware product-management skills and reviewer agents for discovery, strategy, build, launch, and iteration.
AIDataNordic/Food-Recipe-MCP/io.github.AIDataNordic/food-recipe-mcp MCP server
1★ repoSemantic search across 50,000+ food recipes with hybrid retrieval and reranking.
authenticfake/clike/extensions/vscode/templates/harper-init/.clike/skills/ai-rag-eval-guardrails Skill
no license1★ repoClike is an AI-native developer experience layer AI Native Pipeline principles and from some visionar on internet
bob798/ai-skill-kit/ai-engineering/rag-evaluator Skill
no license1★ repoA curated library of reusable AI skills and prompt templates for LLMs and AI agents to enhance reasoning, productivity, and workflows.
bob798/ai-skill-kit/ai-engineering/vector-db-guide Skill
no license1★ repoA curated library of reusable AI skills and prompt templates for LLMs and AI agents to enhance reasoning, productivity, and workflows.
bob798/ai-skill-kit/development/rag-eval Skill
no license1★ repoA curated library of reusable AI skills and prompt templates for LLMs and AI agents to enhance reasoning, productivity, and workflows.
chuyentn/coachai/.agent/skills/skills/embedding-strategies Skill
no license1★ repoVibe Code Course Online By Victor Chuyen
chuyentn/coachai/.agent/skills/skills/rag-engineer Skill
no license1★ repoVibe Code Course Online By Victor Chuyen
chuyentn/coachai/.agent/skills/skills/rag-implementation Skill
no license1★ repoVibe Code Course Online By Victor Chuyen
chuyentn/coachai/.agent/skills/skills/vector-database-engineer Skill
no license1★ repoVibe Code Course Online By Victor Chuyen
diamitani/rostr-agent/optional-skills/mlops/chroma Skill
1★ repoROSTR Agent — Self-improving multi-agent framework with built-in PAL, NPAO, RAG DAL, and Rostr Hub. Built on Hermes Agent by Nous Research.
diamitani/rostr-agent/optional-skills/mlops/pinecone Skill
1★ repoROSTR Agent — Self-improving multi-agent framework with built-in PAL, NPAO, RAG DAL, and Rostr Hub. Built on Hermes Agent by Nous Research.
diamitani/rostr-agent/optional-skills/mlops/qdrant Skill
1★ repoROSTR Agent — Self-improving multi-agent framework with built-in PAL, NPAO, RAG DAL, and Rostr Hub. Built on Hermes Agent by Nous Research.
diamitani/rostr-agent/skills/software-development/rag-dal Skill
1★ repoROSTR Agent — Self-improving multi-agent framework with built-in PAL, NPAO, RAG DAL, and Rostr Hub. Built on Hermes Agent by Nous Research.
DROOdotFOO/agent-skills/skills/rag-architect Skill
1★ repoAgent skills, autonomous agents, and MCP-companions for programming
findscripter/everything-skills/03-data/vector-database-engineer Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/04-ai/embedding-model-strategies Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/04-ai/rag-clarity-gate Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/04-ai/rag-implementation-workflow Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/04-ai/rag-pipeline-builder Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/04-ai/recsys-pipeline-architect Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/10-platform/exa-semantic-search Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
Ghosteken/agent-harness/archive/skills-community/vector-database-engineer Skill
1★ repoProduction-grade engineering skills and specialist agent personas for AI coding assistants. Orchestrates the full SDLC, from spec to ship, with structured verification gates, anti-rationalization checks, and senior-level engineering discipline.
Ghosteken/agent-harness/skills/embedding-strategies Skill
1★ repoProduction-grade engineering skills and specialist agent personas for AI coding assistants. Orchestrates the full SDLC, from spec to ship, with structured verification gates, anti-rationalization checks, and senior-level engineering discipline.
Ghosteken/agent-harness/skills/rag-engineer Skill
1★ repoProduction-grade engineering skills and specialist agent personas for AI coding assistants. Orchestrates the full SDLC, from spec to ship, with structured verification gates, anti-rationalization checks, and senior-level engineering discipline.
Ghosteken/agent-harness/skills/rag-implementation Skill
1★ repoProduction-grade engineering skills and specialist agent personas for AI coding assistants. Orchestrates the full SDLC, from spec to ship, with structured verification gates, anti-rationalization checks, and senior-level engineering discipline.
Hash-7777/Hash-Medical-Reasearch-Agent-Skills/skills/rag-injection-defense Skill
23 days old1★ repoDrop-in agent skills that make an AI appraise medical literature like a reviewer — grade every citation against its source, run reproducible PRISMA searches, pool studies safely, and defend RAG against prompt injection. Framework-agnostic, MIT.
henriquescastilho/my-claude/.codex/vendor_imports/claude/marketplaces/claude-code-templates/cli-tool/components/skills/ai-research/rag-engineer Skill
no license1★ repoSetup público e sanitizado de um Claude Code full-stack: 8 sub-agents com roteamento por modelo, 792 skills, hooks de segurança, MCP servers e metodologia opinativa. Desenhado para um agente de IA se auto-configurar.
henriquescastilho/my-claude/.codex/vendor_imports/claude/marketplaces/claude-code-templates/cli-tool/components/skills/ai-research/rag-implementation Skill
no license1★ repoSetup público e sanitizado de um Claude Code full-stack: 8 sub-agents com roteamento por modelo, 792 skills, hooks de segurança, MCP servers e metodologia opinativa. Desenhado para um agente de IA se auto-configurar.
henriquescastilho/my-claude/.codex/vendor_imports/claude/marketplaces/claude-code-templates/cli-tool/components/skills/ai-research/rag-sentence-transformers Skill
no license1★ repoSetup público e sanitizado de um Claude Code full-stack: 8 sub-agents com roteamento por modelo, 792 skills, hooks de segurança, MCP servers e metodologia opinativa. Desenhado para um agente de IA se auto-configurar.
henriquescastilho/my-claude/.codex/vendor_imports/claude/marketplaces/claude-code-templates/cli-tool/components/skills/ai-research/rag-chroma Skill
no license1★ repoSetup público e sanitizado de um Claude Code full-stack: 8 sub-agents com roteamento por modelo, 792 skills, hooks de segurança, MCP servers e metodologia opinativa. Desenhado para um agente de IA se auto-configurar.