agentsclimarketplace

RAG & retrieval

914 rows, by stacks then stars

  • Calypso Multimodal RAG MCP

    calypso-so/calypso-mcp-server/io.github.calypso-so/multimodal-rag-mcp-server MCP server

    2 repo

    Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

  • Embedding strategies

    FluxonLab/Skillry/community/wshobson-agents/skills/embedding-strategies Skill

    no license2 repo

    Installable, permission-bounded, multi-platform agent skills & subagents for Claude Code, Codex, Copilot & Gemini/Antigravity — 125 skills + 73 subagents across 18 departments, with a validation harness, native plugin marketplace, and full upstream attribution. by FluxonLab.

  • Rag implementation

    FluxonLab/Skillry/community/wshobson-agents/skills/rag-implementation Skill

    no license2 repo

    Installable, permission-bounded, multi-platform agent skills & subagents for Claude Code, Codex, Copilot & Gemini/Antigravity — 125 skills + 73 subagents across 18 departments, with a validation harness, native plugin marketplace, and full upstream attribution. by FluxonLab.

  • 43 rag vector search review

    FluxonLab/Skillry/plugins/ai-and-agent-systems/skills/43-rag-vector-search-review Skill

    no license2 repo

    Installable, permission-bounded, multi-platform agent skills & subagents for Claude Code, Codex, Copilot & Gemini/Antigravity — 125 skills + 73 subagents across 18 departments, with a validation harness, native plugin marketplace, and full upstream attribution. by FluxonLab.

  • Forge rag

    ForgeyClap/claude-forge/.claude/skills/forge-rag Skill

    18 days old2 repo

    Zero-dependency multi-agent build, automation and review system for Claude Code. 18 agents, 23 skills, a live per-project dashboard, and a /setup-forge onboarding wizard. One command: /forge.

  • Forge rag

    ForgeyClap/claude-forge/plugins/forge/skills/forge-rag Skill

    18 days old2 repo

    Zero-dependency multi-agent build, automation and review system for Claude Code. 18 agents, 23 skills, a live per-project dashboard, and a /setup-forge onboarding wizard. One command: /forge.

  • Vector databases

    furkangonel/cowrangler/bundled_skills/mlops/vector-databases Skill

    2 repo

    Autonomous terminal AI agent for workflows and feasible project procedures. Co-Worker Co-Wrangler 🐙

  • Ai ml

    iuliandita/skills/skills/ai-ml Skill

    2 repo

    46 skills for DevOps, security, infra, and software engineering, maintained with lint/spec checks, behavioral test coverage, and a Karpathy-style autoresearch loop.

  • Knowledge retrieval pipeline review

    jukrap/ai-agent-playbook/skills/data/knowledge-retrieval-pipeline-review Skill

    2 repo

    Reusable AI agent skills, project templates, and guardrails for safer software maintenance and delivery.

  • Local rag builder

    Ldxs001/workbuddy-skills/skills/local-rag-builder Skill

    2 repo

    一个包含agent和skill的集合:RAG、技能审查、周报生成、项目管理、质量监控...及技术方案/内部设计文档

  • Embedding strategies

    LiHongwei-cn/lihongwei-cn/mundo-cloud/skills/uncategorized/embedding-strategies Skill

    2 repo

    MUNDO - THE EMPEROR. Complete AI orchestration system with 1208 skills, 25 capability modules, self-evolving, collective consciousness. GitHub Actions 24/7 automation.

  • Rag implementation

    LiHongwei-cn/lihongwei-cn/mundo-cloud/skills/uncategorized/rag-implementation Skill

    2 repo

    MUNDO - THE EMPEROR. Complete AI orchestration system with 1208 skills, 25 capability modules, self-evolving, collective consciousness. GitHub Actions 24/7 automation.

  • Retrieval rag design desk

    MadewellRD/skills-lab/dist/skills/ai-engineering-command-desk/retrieval-rag-design-desk Skill

    2 repo

    Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

  • Retrieval rag design desk

    MadewellRD/skills-lab/dist/vendor/anthropic/ai-engineering-command-desk/retrieval-rag-design-desk Skill

    2 repo

    Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

  • Retrieval rag design desk

    MadewellRD/skills-lab/dist/vendor/google/ai-engineering-command-desk/retrieval-rag-design-desk Skill

    2 repo

    Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

  • Retrieval rag design desk

    MadewellRD/skills-lab/dist/vendor/openai/ai-engineering-command-desk/retrieval-rag-design-desk Skill

    2 repo

    Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

  • Rag specialist

    Marine-softdrink524/claude-skills/skills/rag-specialist Skill

    no license2 repo

    Provide and maintain a community-driven collection of standardized Agent Skills for Claude AI using the SKILL.md format

  • Openapi utilities

    openapi/openapi-skills/skills/openapi-utilities Skill

    2 repo

    🧠 A powerful collection of agent skills to interact with the @Openapi® API marketplace — company data, official documents, KYC/risk, e-signatures, invoicing, SMS, PEC, and more

  • Rag architect

    OpenSIN-AI/OpenSIN-Skills/engineering/rag-architect Skill

    no license2 repo

    The world's largest open-source AI agent skill library — 280+ skills across 9 knowledge domains + 46 operational actions. Built on alirezarezvani/claude-skills + OpenSIN-AI.

  • Pinecone

    phucbm/skills/skills/ai/pinecone Skill

    no license2 repo

    Claude Plugin - Personal knowledge base for Claude Code — patterns and integrations across projects

  • Rag

    phucbm/skills/skills/ai/rag Skill

    no license2 repo

    Claude Plugin - Personal knowledge base for Claude Code — patterns and integrations across projects

  • Agent platform rag engine management

    Pyfagorass/bookofspells/skills/google/agent-platform-rag-engine-management 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.

  • Combining searches

    Pyfagorass/bookofspells/skills/qdrant/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.

  • Debugging

    Pyfagorass/bookofspells/skills/qdrant/debugging 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.

  • Diagnosis

    Pyfagorass/bookofspells/skills/qdrant/diagnosis 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.

  • Horizontal scaling

    Pyfagorass/bookofspells/skills/qdrant/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.

  • Hybrid search

    Pyfagorass/bookofspells/skills/qdrant/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.

  • Combining searches

    Pyfagorass/bookofspells/skills/qdrant/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.

  • Search types

    Pyfagorass/bookofspells/skills/qdrant/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.

  • Indexing performance optimization

    Pyfagorass/bookofspells/skills/qdrant/indexing-performance-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.

  • Memory usage optimization

    Pyfagorass/bookofspells/skills/qdrant/memory-usage-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.

  • Minimize latency

    Pyfagorass/bookofspells/skills/qdrant/minimize-latency 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.

  • Qdrant clients sdk

    Pyfagorass/bookofspells/skills/qdrant/qdrant-clients-sdk 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.

  • Qdrant deployment options

    Pyfagorass/bookofspells/skills/qdrant/qdrant-deployment-options 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.

  • Qdrant model migration

    Pyfagorass/bookofspells/skills/qdrant/qdrant-model-migration 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.

  • Qdrant monitoring

    Pyfagorass/bookofspells/skills/qdrant/qdrant-monitoring 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.

  • Debugging

    Pyfagorass/bookofspells/skills/qdrant/qdrant-monitoring/debugging 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.

  • Setup

    Pyfagorass/bookofspells/skills/qdrant/qdrant-monitoring/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.

  • Qdrant performance optimization

    Pyfagorass/bookofspells/skills/qdrant/qdrant-performance-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.

  • Indexing performance optimization

    Pyfagorass/bookofspells/skills/qdrant/qdrant-performance-optimization/indexing-performance-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.

  • Memory usage optimization

    Pyfagorass/bookofspells/skills/qdrant/qdrant-performance-optimization/memory-usage-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.

  • Search speed optimization

    Pyfagorass/bookofspells/skills/qdrant/qdrant-performance-optimization/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.

  • Qdrant scaling

    Pyfagorass/bookofspells/skills/qdrant/qdrant-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.

  • Minimize latency

    Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/minimize-latency 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.

  • Scaling data volume

    Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/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.

  • Horizontal scaling

    Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/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.

  • Sliding time window

    Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/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.

  • Tenant scaling

    Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/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.

  • Vertical scaling

    Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/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.

  • Scaling qps

    Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/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.

  • Scaling query volume

    Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/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.

  • Qdrant search quality

    Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality 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.

  • Diagnosis

    Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/diagnosis 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.

  • Search strategies

    Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/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.

  • Search types

    Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/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.

  • Combining searches

    Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/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.

  • Hybrid search

    Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/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.

  • Relevance feedback

    Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/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.

  • Qdrant version upgrade

    Pyfagorass/bookofspells/skills/qdrant/qdrant-version-upgrade 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.

  • Relevance feedback

    Pyfagorass/bookofspells/skills/qdrant/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.