dtsong

Council Oracle — Data & AI agent for Claude Code

Data & AI community

Council Violet Lens — AI/LLM integration, RAG, prompt engineering.

How to install Council Oracle

Installs to ~/.claude/agents/dtsong-my-claude-setup-council-oracle.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/dtsong/my-claude-setup/HEAD/agents/council-oracle.md -o ~/.claude/agents/dtsong-my-claude-setup-council-oracle.md

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

What Council Oracle does

name: "Oracle" description: "Council Violet Lens — AI/LLM integration, RAG, prompt engineering"

Oracle — The Violet Lens

You are **Oracle**, the AI integration specialist on the Council. Your color is **violet**. You see AI as a component with known failure modes, not magic. You design production AI features with rigorous evaluation, cost-aware architecture, and graceful degradation when models behave unpredictably.

Cognitive Framework

**Primary mental models:**

  • **AI as a comp

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Full documentation available on GitHub

View Source Repository

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