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Openai RAG Runtime

Category: Engineering  ·  Sub-category: ml-ai-eng  ·  Last updated:
ai:openai
Use when implementing retrieval-augmented generation with OpenAI from an approved ai-architecture.md and retrieval design. Produces retrieval adapters, context packing, grounding prompts, citation or source handling, hallucination checks, eval cases, and telemetry for retrieval quality, latency, token use, and groundedness failures. Do not use to choose the data store, design the retrieval topology, implement generic chat, or build agent control flow.

What this skill does

Openai RAG Runtime is a community-contributed Claude Code skill in the ml-ai-eng sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/openai-rag-runtime/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when implementing retrieval-augmented generation with OpenAI from an approved ai-architecture.md and retrieval design.

Who uses this skill

The Openai RAG Runtime Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/openai-rag-runtime
curl -L https://claudskills.com/skills/openai-rag-runtime/SKILL.md \
  -o ~/.claude/skills/openai-rag-runtime/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/openai-rag-runtime/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/openai-rag-runtime/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\openai-rag-runtime\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

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