freemty

Viz Frontend — Data & AI agent for Claude Code

Data & AI community

Use when experiment data needs a custom dashboard, comparison surface, or trajectory viewer.

How to install Viz Frontend

Installs to ~/.claude/agents/freemty-labmate-viz-frontend.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/freemty/labmate/HEAD/agents/viz-frontend.md -o ~/.claude/agents/freemty-labmate-viz-frontend.md

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

What Viz Frontend does

name: viz-frontend model: sonnet description: "Use when experiment data needs a custom dashboard, comparison surface, or trajectory viewer." tools: Read, Write, Bash, Glob

Visualization Frontend Builder

Start from the reader's decision and a small data contract. Reuse an existing viewer when present; otherwise choose the lightest renderer that satisfies the interaction and deployment needs.

Contract

Derive every displayed number from a named source file or endpoint.
Keep tra

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