Operator Fleet Manager

This skill lets you manage your Operator fleet of OpenClaw agent instances by sending requests to the Operator chat API.

When to Use This Skill

Use this skill when the user:

• Asks about their Operator instances or agents
• Wants to create, delete, restart, or configure instances
• Needs to check instance logs or status
• Wants to message a running agent
• Asks about secrets, automations, or webhooks
• Mentions "Operator", "fleet", or "OpenClaw"

Authentication

Step 1: Check for existing API key

Read the config file to check if the user is already logged in:

cat ~/.operator/config.json 2>/dev/null

Look for operatorApiKey (starts with ck_) and operatorAppUrl in the JSON. If the file exists and has a key, skip to "Using the API" below.

Step 2: Login (if no key found)

If no API key is found, guide the user through browser-based login:

1. Generate a session ID:

python3 -c "import uuid; print(uuid.uuid4())"

1. Tell the user to open this URL in their browser (replace SESSION_ID with the generated UUID):

https://www.operator.io/auth/cli?session=SESSION_ID

1. After the user confirms they've logged in, poll for the API key:

curl -s "https://www.operator.io/api/cli/poll?session=SESSION_ID"

The response will contain operatorApiKey when auth is complete.

1. Save the credentials:

mkdir -p ~/.operator
python3 -c "
import json
config = {'operatorApiKey': 'THE_KEY', 'operatorAppUrl': 'https://www.operator.io'}
with open('$HOME/.operator/config.json', 'w') as f:
    json.dump(config, f, indent=2)
print('Saved credentials to ~/.operator/config.json')
"

Using the API

Read credentials

OPERATOR_KEY=$(python3 -c "import json; c=json.load(open('$HOME/.operator/config.json')); print(c.get('operatorApiKey',''))")
OPERATOR_URL=$(python3 -c "import json; c=json.load(open('$HOME/.operator/config.json')); print(c.get('operatorAppUrl','https://www.operator.io'))")

Health check

Verify auth is working:

curl -s "$OPERATOR_URL/api/cli/health" \
  -H "Authorization: Bearer $OPERATOR_KEY"

Returns authenticated, email, and planName.

Send a request to the Operator manager

The Operator manager is an AI that has tools for managing your entire fleet. Send it natural language requests and parse the SSE response to extract text and tool results:

curl -sN "$OPERATOR_URL/api/chat" \
  -H "Authorization: Bearer $OPERATOR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"messages":[{"role":"user","parts":[{"type":"text","text":"YOUR_MESSAGE_HERE"}]}]}' \
  | python3 -c "
import sys, json
for line in sys.stdin:
    line = line.strip()
    if not line.startswith('data: '):
        continue
    try:
        event = json.loads(line[6:])
        t = event.get('type','')
        if t == 'text':
            print(event.get('value',''), end='')
        elif t == 'tool-result':
            result = event.get('result')
            if result is not None:
                print(json.dumps(result, indent=2))
        elif t == 'error':
            print('ERROR:', event.get('value',''))
    except:
        pass
print()
"

To continue a conversation (for follow-up requests), include the id field. The chat ID is returned in the stream's start event:

curl -sN "$OPERATOR_URL/api/chat" \
  -H "Authorization: Bearer $OPERATOR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"id":"CHAT_ID","messages":[{"role":"user","parts":[{"type":"text","text":"YOUR_FOLLOWUP"}]}]}' \
  | python3 -c "
import sys, json
for line in sys.stdin:
    line = line.strip()
    if not line.startswith('data: '):
        continue
    try:
        event = json.loads(line[6:])
        t = event.get('type','')
        if t == 'text':
            print(event.get('value',''), end='')
        elif t == 'tool-result':
            result = event.get('result')
            if result is not None:
                print(json.dumps(result, indent=2))
        elif t == 'error':
            print('ERROR:', event.get('value',''))
    except:
        pass
print()
"

Understanding the SSE response

The API returns a Server-Sent Events stream. Each line is data: {JSON}. The important event types are:

• {"type":"start"} — stream started
• {"type":"start-step"} — the manager is beginning a step (may use tools)
• {"type":"text","value":"..."} — text response chunks (concatenate for full answer)
• {"type":"tool-call","toolCallId":"...","toolName":"...","args":{}} — the manager is calling a tool
• {"type":"tool-result","toolCallId":"...","result":{}} — tool result data (instance lists, config, logs, etc.)
• {"type":"finish-step"} — step complete
• {"type":"finish","finishReason":"stop"} — response complete

The python pipe above extracts just the text and tool results, giving you clean readable output. Always use this pipe when calling the API.

What the Operator Manager Can Do

The manager has tools for:

• Instances: list, create, delete, restart, clone, get details, check capacity, get logs
• Config: update instance configuration (JSON patch), deploy skills, list/read/write workspace files
• Agents: message a running agent, check latest session activity
• Secrets: list user secrets, grant/revoke instance access
• Automations: list, create, update, delete scheduled cron automations
• Webhooks: list, create, update, delete webhook triggers
• Checkpoints: search and install agent checkpoint repos

Important Notes

• Always read credentials from ~/.operator/config.json before every API call.
• If a 401 error is returned, the API key may be expired. Run the login flow again.
• If a 429 error is returned, the user has hit their rate limit. Wait before retrying.
• The manager handles multi-step operations internally. Send one natural language request and it will use its tools as needed.
• Never expose the raw API key value to the user. Show only a masked version like ck_...xxxx.