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rag-architect

80 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By PIXARTSeu/Synapse (GitHub) · coding · 12 stars · scanned at commit c19c0bc

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.

Works with any agent that supports SKILL.md skills.

What this skill can do

Other copies in this repository

PIXARTSeu/Synapse has 1 more folder with a skill named rag-architect. This page shows the lowest-scoring copy.

• packages/codegraph/data/lifecycle-skills/rag-architect 85/100 · Low risk

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'rag-architect' ] || [ -L ~/.agents/skills/'rag-architect' ]; then echo 'A skill folder named rag-architect already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/PIXARTSeu/Synapse' "$d" && git -C "$d" checkout --quiet 'c19c0bc0a04d25a849ce749fe88250e688f06437' -- '.agents/skills/rag-architect' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/skills/rag-architect' ~/.agents/skills/'rag-architect' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'rag-architect' ~/.claude/skills/'rag-architect' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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