rag-architect
by alirezarezvani (GitHub) in alirezarezvani/claude-skills
What it does
Use when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality (precision@k, recall@k, NDCG). Examples: 'design a RAG system for our docs', 'what chunk size should I use for this corpus', 'evaluate my retriever ag
Quoted from the skill's SKILL.md under its MIT license.
Our basic check found 1 pattern(s) worth a look, like shell pipes or credential paths. This is not proof of harm. Read the files before you install.
Install
git clone --depth 1 https://github.com/alirezarezvani/claude-skills.git /tmp/claude-skills mkdir -p ~/.claude/skills/ cp -r /tmp/claude-skills/engineering/skills/rag-architect ~/.claude/skills/rag-architect
The command copies the skill from the author's repo. SkillTrove does not host it.
Files
- SKILL.md
- chunking_optimizer.py
- rag_pipeline_designer.py
- references/chunking_strategies_comparison.md
- references/embedding_model_benchmark.md
- references/rag_evaluation_framework.md
- retrieval_evaluator.py
Source: https://github.com/alirezarezvani/claude-skills/tree/main/engineering/skills/rag-architect. Checked 2026-10-13.
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