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Mission Control

A real-time command center for orchestrating AI agents, tracking performance, and managing tasks across multiple platforms.

Overview

Mission Control is a dashboard that provides visibility into an AI agent swarm's activities, performance metrics, and task pipeline. It serves as the central nervous system for coordinating work between human operators and AI agents.

Core Concepts

Agent P&L Scoreboard

Hierarchical view of agent performance with expandable sections showing credits, debits, and balance for each agent and category.

MISSION CONTROL P&L ═══════════════════════════════════════════════════════════════ Credits Debits Balance ─────────────────────────────────────────────────────────────── ▼ CLAUDE CODE +35 -150 -115 ─────────────────────────────────────────────────────────────── ▼ OPENCLAW +240 -175 +65 ┌─ Growth ───────────────────────────────────────────────── │ Entrepreneur — -75 -75 │ Scout +35 — +35 │ Subtotal +35 -75 -40 ├─ Execution ────────────────────────────────────────────── │ Developer +50 — +50 │ PM +15 — +15 │ Systems — — 0 │ Subtotal +65 — +65 ├─ Content ──────────────────────────────────────────────── │ Wordsmith +105 — +105 │ Subtotal +105 — +105 └─ Operations ───────────────────────────────────────────── Coach, Tracker, Gamemaster ═══════════════════════════════════════════════════════════════ TOTAL +275 -325 -50

Agent Categories

Category Agents Purpose
Growth Entrepreneur, Scout Business development, revenue generation
Execution Developer, PM, Systems Building, shipping, infrastructure
Content Wordsmith Writing, marketing, social media
Operations Coach, Tracker, Gamemaster Internal ops, scoring, gamification

Kanban Task Board

Five-column workflow for task management:

  1. Inbox - Captured thoughts and incoming tasks
  2. Assigned - Tasks assigned to specific agents
  3. Working - Tasks actively being worked on
  4. Review - Tasks awaiting review/approval
  5. Done - Completed tasks

Features

Scoring System

Agents earn or lose points based on feedback sentiment in journal entries.

Credits (+5 points each)

Positive feedback patterns:

Debits (-10 points each)

Negative feedback patterns:

Status Tiers

Balance Status Meaning
< 0 In Debt Needs improvement
0 - 49 Standard Meeting expectations
50 - 99 Good Exceeding expectations
100+ Autonomous High trust, minimal oversight

Note: The asymmetric scoring (-10 for failures vs +5 for successes) reflects that avoiding mistakes is weighted more heavily than earning praise.

Architecture

Data Flow

┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │ Local API │────▶│ Dashboard │◀────│ Cloudflare KV │ │ (port 8891) │ │ (index.html) │ │ (fallback) │ └─────────────────┘ └─────────────────┘ └─────────────────┘ │ │ │ ▼ │ ┌─────────────────┐ └──────────────▶│ WebSocket │ │ (live updates) │ └─────────────────┘

API Endpoints

Endpoint Purpose
/statusBoard state, agents, tasks
/alertsCritical alerts
/ledgerVenture ledger data
/transactionsP&L transaction history
/scoresAgent score data
/inboxTask bus for injected tasks
/journalJournal entries for sentiment

Fallback Chain

  1. Local API (localhost:8891) - Primary, live workspace data
  2. Cloudflare Worker - Remote KV store backup
  3. Static JSON files - Bundled fallback data

Usage

Quick Capture

  1. Click the + Capture button in the header
  2. Type your thought or task
  3. Press Enter to add
  4. Task appears in Inbox as a "squirrel" (captured thought)

Managing Tasks

P&L Scoreboard

Keyboard Shortcuts

Design Philosophy