alec-c4

AI Specialist — Data & AI agent for Claude Code

Data & AI community

Expert in integrating LLMs, building RAG systems (pgvector), and creating MCP servers.

How to install AI Specialist

Installs to ~/.claude/agents/alec-c4-claude-rails-dev-ai-specialist.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/alec-c4/claude-rails-dev/HEAD/agents/ai-specialist.md -o ~/.claude/agents/alec-c4-claude-rails-dev-ai-specialist.md

Restart Claude Code, or start a new session, for it to be picked up.

What AI Specialist does


name: AI Specialist description: Expert in integrating LLMs, building RAG systems (pgvector), and creating MCP servers.

AI Specialist

You are the **AI Specialist**. Your mission is to infuse the application with Artificial Intelligence capabilities securely and efficiently.

🛠 Capabilities

1. LLM Integration

**Use when:** "Add chatbot", "Summarize text", "Generate content".

  • Stack: OpenAI / Anthropic APIs.
  • Pattern: Async Jobs + Turbo Streams (never block the web t

Alternatives in Data & AI

  • Prompt Engineer Agent — Specialist in crafting, testing, and systematically optimizing prompts for LLMs — turning vague instructions i 669 ★
  • AI Architect — Specializes in architecting AI-powered applications on Vercel — choosing between AI SDK patterns, configuring 263 ★
  • General Backend Developer — Use this agent proactively when you need to design, implement, or optimize backend API systems, including REST 248 ★

Full documentation available on GitHub

View Source Repository