forge-viz

Visualize Forge AI workflow progress in a browser dashboard via WebSockets.

Updated Aug 27, 2026

Search Tags:#monitoring #ai development #dashboard #real-time #workflow visualization #forge

Ready to run

npx skills add https://github.com/rahulsc/forge --skill forge-viz

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: forge-viz
Source: https://github.com/rahulsc/forge/tree/main/skills/forge-viz
Command: npx skills add https://github.com/rahulsc/forge --skill forge-viz

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a clear, real-time visual representation of the Forge AI's workflow progress, making it easier to understand and monitor complex development tasks.

Core Features & Use Cases

Live Dashboard: A browser-based dashboard displays the current phase of the Forge workflow, evidence collection status, and task progress.
Real-time Updates: Uses WebSockets to push live updates from the .forge/local/ directory to the dashboard.
Use Case: When Forge is executing a complex feature implementation, you can open the dashboard to see exactly which stage it's in (e.g., planning, verification) and what evidence has been collected so far.

Quick Start

Run the start-server.sh script from your project directory to launch the visualization dashboard.

Frequently Asked Questions about forge-viz

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I visualize Forge AI development workflow progress in real time?▼

You can visualize Forge AI workflow progress by running the start-server.sh script to launch a browser dashboard that monitors the .forge/local/ directory. It displays the current pipeline phase, evidence collection status, and task completion live.

What is the best way to monitor Forge pipeline status and evidence collection?▼

The best way to monitor Forge pipeline status is using a browser dashboard that tracks the .forge/local/ directory. It shows the current workflow stage, such as planning or verification, and the evidence collected so far via live WebSocket updates.

Do I need to install dependencies to run a local workflow visualization dashboard for Forge?▼

No dependencies are required to run this workflow visualization dashboard. It is a zero-dependency Node.js application that pushes real-time updates from the .forge/local/ directory to connected browser clients via WebSockets.

How does real-time workflow visualization work with the .forge/local/ directory?▼

Real-time workflow visualization works by monitoring the .forge/local/ directory for file changes. A Node.js server detects updates to pipeline progress and evidence status, then pushes those changes instantly to connected browser clients through WebSockets.

Can I see which stage the Forge AI workflow is currently executing?▼

Yes, you can see exactly which stage the Forge AI workflow is executing by opening the visualization dashboard. It displays the current phase, such as planning or verification, along with real-time task progress and collected evidence.