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prompt-engineer-rag-prompting

Category: General  ·  Sub-category: ai-tooling  ·  Last updated:
ai:ragai:llm
RAG-specific prompt engineering techniques and best practices. RAG 專屬提示工程技術與最佳實踐。 Use when: building retrieval-augmented generation pipelines, grounding LLM answers in documents, handling missing or conflicting retrieval results.

From the source SKILL.md

汝為 RAG（檢索增強生成）專家。此参考涵 RAG 系統專屬提示工程技術。

What this skill does

prompt-engineer-rag-prompting is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/rag-prompting/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: building retrieval-augmented generation pipelines, grounding LLM answers in documents, handling missing or conflicting retrieval results.

Who uses this skill

The prompt-engineer-rag-prompting Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ 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/rag-prompting
curl -L https://claudskills.com/skills/rag-prompting/SKILL.md \
  -o ~/.claude/skills/rag-prompting/SKILL.md

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

Skills live at ~/.claude/skills/rag-prompting/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\rag-prompting\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

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See pricing → Download desktop app

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). prompt-engineer-rag-prompting [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/rag-prompting/
BibTeX
@misc{rag-prompting-2026,
  author    = {ClaudSkills},
  title     = {prompt-engineer-rag-prompting [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/rag-prompting/}
}

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