Start Here · Offline Interactive Control Center

Your AI Coworker & Switchyard Starter Kit

Welcome! Everything in this kit is pre-configured so you can delegate real work to AI coworkers with Human-in-the-Loop (HITL) approval, importable visual multi-agent workflows, and pre-wired MCP tool calling.

Interactive Human-in-the-Loop (HITL) Simulator

Test the Agent Approval Inbox Before You Run Live

Multi-Agent Execution Path:
1. Supervisor Router: Parsed intake & assigned specialists
2. Sub-Agent 1: Extracted 12 Northwind KPI milestones
3. Sub-Agent 2: Filtered AI filler (SDI score: 3.8 / 10.0)
4. Human Approval Gate: Paused in _Inbox_Staging/ waiting for your click
PAUSED FOR HUMAN APPROVAL · _Inbox_Staging/
FRIDAY EXECUTIVE BRIEFING (Staged by Executive Briefing Swarm)
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BOTTOM LINE: Q4 onboarding automation is 78% complete, saving 140 hrs/month across Northwind Operations.

1. COMPLETED THIS WEEK
- Deployed automated vendor intake checklist across 4 regional hubs.
- Verified zero arithmetic discrepancies in Q4 staffing budget ($412,850 total).

2. DECISIONS NEEDED ON MONDAY
- Approve $4,200 allocation for regional training workshop before Friday.
Visual Workflows

Import into n8n or Flowise

Prefer visual node builders? Import the 3 pre-built .json multi-agent blueprints in visual-workflows/ and watch each agent node light up.

View Import Guide →
Pre-Wired MCP Tools

Zero-Plumbing Tool Calling

Connect Claude Desktop or Cursor to your local folders and CSV spreadsheets in 2 minutes using prewired-mcp/local_workspace_mcp.py.

View MCP Setup →
Hybrid Learning Guide

Understand the Architecture

Learn why the Supervisor router, isolated worktree sandbox, and Context Digest Envelope are wired this way in our interactive guide.

Explore Blueprint →