Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector st…
Part of Fullstack Dev Skills
by Jeffallan· AI & agentsUnclaimed · Yours? Claim it
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Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines, applying reranking, and evaluating retrieval quality. Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search, document retrieval, context augmentation, similarity search, or embedding-based indexing.
Skills people install alongside rag-architect.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.copilot/skills/rag-architect
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.cursor/skills/rag-architect
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.claude/skills/rag-architect
/plugin marketplace add Jeffallan/claude-skills /plugin install fullstack-dev-skills@fullstack-dev-skills
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.agents/skills/rag-architect
Runs on your machine.
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.gemini/skills/rag-architect
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npx -y degit Jeffallan/claude-skills/skills/rag-architect .agents/skills/rag-architect
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npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.openclaw/skills/rag-architect
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npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.config/opencode/skills/rag-architect
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npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.hermes/skills/rag-architect
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Write a reviewSkills people install alongside rag-architect.
Has your agent write a tight, ready-to-paste prompt for the AI tool you name, from Claude Code and Cursor to Midjourney and Sora.
Turns a task into a copy-ready /goal command for Claude Code or Codex, with a checkable finish line and a stop bound.
The .NET team's skill for picking the right AI or ML stack in .NET 8+ apps, from ML.NET to Microsoft.Extensions.AI and Agent Framework.
Turn a repeated workflow, prompt set or SOP into a tested, packaged agent skill, or audit and improve a skill you already have.
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Safe to install in every agent it supports. Runs in your agent, as instructions.