# rag-architect

> Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector st…

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.

- Type: Skill
- Made by: Jeffallan
- Category: AI & agents
- Formats: Skills
- Version: 1.1.0
- Source: https://github.com/jeffallan/claude-skills/tree/HEAD/skills/rag-architect
- Page: https://pluginboard.ai/skills/rag-architect

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the rag-architect folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### Claude

In Claude (web or desktop): Download the rag-architect folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### Gemini

In Gemini: Download the rag-architect folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.copilot/skills/rag-architect
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### Cursor

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.cursor/skills/rag-architect
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### Claude Code

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.claude/skills/rag-architect
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

Or all of Fullstack Dev Skills, in Claude Code:

```text
/plugin marketplace add Jeffallan/claude-skills
/plugin install fullstack-dev-skills@fullstack-dev-skills
```

### Codex

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.agents/skills/rag-architect
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### Antigravity

In Antigravity: Copy the rag-architect folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.gemini/skills/rag-architect
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### Replit

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/rag-architect .agents/skills/rag-architect
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### OpenClaw

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.openclaw/skills/rag-architect
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### OpenCode

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.config/opencode/skills/rag-architect
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/rag-architect ~/.hermes/skills/rag-architect
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/rag-architect

---
From Pluginboard (https://pluginboard.ai).