Openclaw Control Center

openclaw-control-center

Skill by ara.so — Daily 2026 Skills collection

OpenClaw Control Center transforms OpenClaw from a black box into a local, auditable control center. It provides visibility into agent activity, token spend, task execution chains, cross-session collaboration, memory state, and document sources — with security-first defaults that keep all mutations off by default.

What It Does

• Overview: System health, pending items, risk signals, and operational summary
• Usage: Daily/​7d/​30d token spend, quota, context pressure, subscription window
• Staff: Who is actively executing vs. queued — not just "has tasks"
• Collaboration: Parent-child session handoffs and verified cross-session messages (e.g. Main ⇄ Pandas)
• Tasks: Task board, approvals, execution chains, run evidence
• Memory: Per-agent memory health, searchability, and source file editing
• Documents: Shared and agent-core documents opened from actual source files
• Settings: Connector wiring status, security risk summary, update status

Installation

git clone https://github.com/​TianyiDataScience/​openclaw-control-center.git
cd openclaw-control-center
npm install
cp .env.example .env
npm run build
npm test
npm run smoke:ui
npm run dev:ui

Open:

• http://127.0.0.1:4310/?section=overview&lang=zh
• http://127.0.0.1:4310/?section=overview&lang=en

Use npm run dev:ui over UI_MODE=true npm run dev — more stable, especially on Windows shells.

Project Structure

openclaw-control-center/
├── control-center/          # All modifications must stay within this directory
│   ├── src/
│   │   ├── runtime/         # Core runtime, connectors, monitors
│   │   └── ui/              # Frontend UI components
│   ├── .env.example
│   └── package.json
├── docs/
│   └── assets/              # Screenshots and documentation images
├── README.md
└── README.en.md

Critical constraint: Only modify files inside control-center/. Never modify ~/​.openclaw/​openclaw.json.

Environment Configuration

Copy .env.example to .env and configure:

# Security defaults — do NOT change without understanding implications
READONLY_MODE=true
LOCAL_TOKEN_AUTH_REQUIRED=true
IMPORT_MUTATION_ENABLED=false
IMPORT_MUTATION_DRY_RUN=false
APPROVAL_ACTIONS_ENABLED=false
APPROVAL_ACTIONS_DRY_RUN=true

# Connection
OPENCLAW_GATEWAY_URL=http://127.0.0.1:PORT
OPENCLAW_HOME=~/​.openclaw

# UI
PORT=4310
DEFAULT_LANG=zh

Security Flag Meanings

Key Commands

# Development
npm run dev:ui          # Start UI server (recommended)
npm run dev             # One-shot monitor run, no HTTP UI

# Build & Test
npm run build           # TypeScript compile
npm test                # Run test suite
npm run smoke:ui        # Smoke test the UI endpoints

# Lint
npm run lint            # ESLint check
npm run lint:fix        # Auto-fix lint issues

TypeScript Code Examples

Connecting to the Runtime Monitor

import { createMonitor } from './​src/​runtime/​monitor';

const monitor = createMonitor({
  gatewayUrl: process.env.OPENCLAW_GATEWAY_URL ?? 'http://127.0.0.1:4310',
  readonlyMode: process.env.READONLY_MODE !== 'false',
  localTokenAuthRequired: process.env.LOCAL_TOKEN_AUTH_REQUIRED !== 'false',
});

// Fetch current system overview
const overview = await monitor.getOverview();
console.log(overview.systemStatus);      // 'healthy' | 'degraded' | 'critical'
console.log(overview.pendingItems);      // number
console.log(overview.activeAgents);      // Agent[]

Reading Agent Staff Status

import { StaffConnector } from './​src/​runtime/​connectors/​staff';

const staff = new StaffConnector({ gatewayUrl: process.env.OPENCLAW_GATEWAY_URL });

// Get agents actively executing (not just queued)
const activeAgents = await staff.getActiveAgents();
activeAgents.forEach(agent => {
  console.log(`${agent.name}: ${agent.status}`);
  // 'executing' | 'queued' | 'idle' | 'blocked'
  console.log(`Current task: ${agent.currentTask?.title ?? 'none'}`);
  console.log(`Last output: ${agent.lastOutput}`);
});

// Get the full staff roster including queue depth
const roster = await staff.getRoster();

Tracing Cross-Session Collaboration

import { CollaborationTracer } from './​src/​runtime/​connectors/​collaboration';

const tracer = new CollaborationTracer({ gatewayUrl: process.env.OPENCLAW_GATEWAY_URL });

// Get parent-child session handoffs
const handoffs = await tracer.getSessionHandoffs();
handoffs.forEach(handoff => {
  console.log(`${handoff.parentSession} → ${handoff.childSession}`);
  console.log(`Delegated task: ${handoff.taskTitle}`);
  console.log(`Status: ${handoff.status}`);
});

// Get verified cross-session messages (e.g. Main ⇄ Pandas)
const crossSessionMessages = await tracer.getCrossSessionMessages();
crossSessionMessages.forEach(msg => {
  console.log(`${msg.fromAgent} ⇄ ${msg.toAgent}: ${msg.messageType}`);
  // messageType: 'sessions_send' | 'inter-session message'
});

Fetching Token Usage and Spend

import { UsageConnector } from './​src/​runtime/​connectors/​usage';

const usage = new UsageConnector({ gatewayUrl: process.env.OPENCLAW_GATEWAY_URL });

// Today's usage
const today = await usage.getUsageSummary('today');
console.log(`Tokens used: ${today.tokensUsed}`);
console.log(`Cost: $${today.costUsd.toFixed(4)}`);
console.log(`Context pressure: ${today.contextPressure}`);
// contextPressure: 'low' | 'medium' | 'high' | 'critical'

// Usage trend over 7 days
const trend = await usage.getUsageTrend(7);
trend.forEach(day => {
  console.log(`${day.date}: ${day.tokensUsed} tokens, $${day.costUsd.toFixed(4)}`);
});

// Token attribution by task (who ate the scheduled task tokens)
const attribution = await usage.getTokenAttribution();
attribution.tasks.forEach(task => {
  console.log(`${task.title}: ${task.tokensUsed} (${task.percentOfTotal}%)`);
});

Reading Memory State

import { MemoryConnector } from './​src/​runtime/​connectors/​memory';

const memory = new MemoryConnector({
  openclawHome: process.env.OPENCLAW_HOME ?? '~/​.openclaw',
});

// Get memory health per active agent (scoped to openclaw.json)
const memoryState = await memory.getMemoryState();
memoryState.agents.forEach(agent => {
  console.log(`${agent.name}:`);
  console.log(`  Available: ${agent.memoryAvailable}`);
  console.log(`  Searchable: ${agent.memorySearchable}`);
  console.log(`  Needs review: ${agent.needsReview}`);
});

// Read daily memory for an agent
const dailyMemory = await memory.readDailyMemory('main-agent');
console.log(dailyMemory.content);

// Edit memory (requires READONLY_MODE=false and valid local token)
await memory.writeDailyMemory('main-agent', updatedContent, { token: localToken });

Checking Wiring Status

import { WiringChecker } from './​src/​runtime/​connectors/​wiring';

const wiring = new WiringChecker({ gatewayUrl: process.env.OPENCLAW_GATEWAY_URL });

const status = await wiring.getWiringStatus();
status.connectors.forEach(connector => {
  console.log(`${connector.name}: ${connector.status}`);
  // status: 'connected' | 'partial' | 'disconnected'
  if (connector.status !== 'connected') {
    console.log(`  Fix: ${connector.nextStep}`);
  }
});

Approving Tasks (Gated Endpoint)

import { TaskConnector } from './​src/​runtime/​connectors/​tasks';

const tasks = new TaskConnector({
  gatewayUrl: process.env.OPENCLAW_GATEWAY_URL,
  approvalActionsEnabled: process.env.APPROVAL_ACTIONS_ENABLED === 'true',
  approvalActionsDryRun: process.env.APPROVAL_ACTIONS_DRY_RUN !== 'false',
});

// This throws if APPROVAL_ACTIONS_ENABLED=false (default)
try {
  const result = await tasks.approveTask('task-id-123', { token: localToken });
  if (result.dryRun) {
    console.log('Dry run — no actual state change');
  }
} catch (err) {
  if (err.code === 'APPROVAL_ACTIONS_DISABLED') {
    console.log('Set APPROVAL_ACTIONS_ENABLED=true to enable approvals');
  }
}

UI Section Navigation

Navigate via query params:

http://127.0.0.1:4310/?section=overview&lang=zh
http://127.0.0.1:4310/?section=usage&lang=en
http://127.0.0.1:4310/?section=staff&lang=zh
http://127.0.0.1:4310/?section=collaboration&lang=en
http://127.0.0.1:4310/?section=tasks&lang=zh
http://127.0.0.1:4310/?section=memory&lang=en
http://127.0.0.1:4310/?section=documents&lang=zh
http://127.0.0.1:4310/?section=settings&lang=en

Sections: overview | usage | staff | collaboration | tasks | memory | documents | settings

Languages: zh (Chinese, default) | en (English)

Integration Patterns

Embedding in an Existing OpenClaw Workflow

If your OpenClaw agent needs to hand off instructions to the control center for setup, use the documented install block:

// In your OpenClaw agent task
const installInstructions = `
cd openclaw-control-center
npm install
cp .env.example .env
# Edit .env: set OPENCLAW_GATEWAY_URL and OPENCLAW_HOME
npm run build && npm test && npm run dev:ui
`;

Adding a Custom Connector

All connectors live in control-center/​src/​runtime/​connectors/. Follow this pattern:

// control-center/​src/​runtime/​connectors/​my-connector.ts
import { BaseConnector, ConnectorOptions } from './​base';

export interface MyData {
  id: string;
  value: string;
}

export class MyConnector extends BaseConnector {
  constructor(options: ConnectorOptions) {
    super(options);
  }

  async getData(): Promise<MyData[]> {
    // Always check readonly mode for any write operation
    this.assertNotReadonly('getData is readonly-safe');

    const response = await this.fetch('/​api/​my-endpoint');
    return response.json() as Promise<MyData[]>;
  }
}

Custom UI Section

// control-center/​src/​ui/​sections/​MySection.tsx
import React from 'react';
import { useConnector } from '../​hooks/​useConnector';
import { MyConnector } from '../​../​runtime/​connectors/​my-connector';

export const MySection: React.FC = () => {
  const { data, loading, error } = useConnector(MyConnector, 'getData');

  if (loading) return <div>Loading...</​div>;
  if (error) return <div>Error: {error.message}</​div>;

  return (
    <ul>
      {data?.map(item => (
        <li key={item.id}>{item.value}</​li>
      ))}
    </​ul>
  );
};

Troubleshooting

"Missing src/​runtime" or "Missing core source"

This almost always means the working directory is wrong:

# Ensure you're in the repo root
pwd  # should end in /​openclaw-control-center
ls control-center/​src/​runtime  # should exist

If cloned correctly but still missing: the clone was incomplete. Re-clone:

git clone https://github.com/​TianyiDataScience/​openclaw-control-center.git

UI Doesn't Start / Port Conflicts

# Check if port 4310 is in use
lsof -i :4310
# or on Windows
netstat -ano | findstr :4310

# Change port in .env
PORT=4311

Data Not Showing (Partial or Empty Sections)

1. Open Settings → 接线状态 (Wiring Status) — it lists exactly which connectors are connected, partial, or missing.
2. Common causes:
   • OPENCLAW_GATEWAY_URL not set or wrong port
   • OPENCLAW_HOME doesn't point to actual ~/​.openclaw
   • OpenClaw subscription snapshot not at default path

Token Auth Failures

# Generate a local token (see openclaw docs for token location)
cat ~/​.openclaw/​local-token

# Pass via header in API calls
curl -H "X-Local-Token: <token>" http://127.0.0.1:4310/​api/​tasks/​approve

Approval Actions Silently Do Nothing

Check your .env:

APPROVAL_ACTIONS_ENABLED=true   # Must be true
APPROVAL_ACTIONS_DRY_RUN=false  # Must be false for real execution

Both must be explicitly set. Default is disabled + dry-run.

Memory Section Shows Inactive Agents

The memory section is scoped to agents listed in openclaw.json. If deleted agents still appear:

# Check active agents
cat ~/​.openclaw/​openclaw.json | grep -A5 '"agents"'

Remove stale entries from openclaw.json — the memory section will update on next load.

Windows Shell Issues

Prefer npm run dev:ui over UI_MODE=true npm run dev. Cross-env variable setting behaves differently in PowerShell/​CMD. The dev:ui script handles this internally.

Prerequisites

• Node.js + npm
• A running OpenClaw installation with accessible Gateway
• Read access to ~/​.openclaw on the local machine
• (Optional) ~/​.codex and OpenClaw subscription snapshot for full usage data