openclaw-agent-run

---

name: openclaw-agent-run description: Direct agent CLI invocations in OpenClaw. Use when running the openclaw agent command to trigger agent turns, targeting sessions or agents programmatically, delivering replies to channels, using --json output for automation, overriding thinking/verbose levels, or understanding session selection logic. Triggers for: "openclaw agent", "direct agent run", "send a message to agent", "--deliver", "--session-id", "agent turn", "CLI agent", "thinking level", "verbose mode", "--json output".

Direct Agent Runs (openclaw agent)

Basic Usage

# Target by agent ID
openclaw agent --agent main --message "Summarize the latest logs"

# Target by phone/channel destination (session key derived)
openclaw agent --to [phone] --message "Status update please"

# Reuse an existing session
openclaw agent --session-id {sessionId} --message "Continue from where we left off"

Session Selection Rules

1. --agent {id} → targets that agent's main session key
2. --to {dest} → derives session from destination (group chats keep isolation; direct → main)
3. --session-id {id} → reuses exact session by ID (stable, OpenClaw-chosen IDs)
4. No flags → defaults to main agent on default session

Output Modes

# Default: prints reply text (+ MEDIA:<url> lines for media)
openclaw agent --agent main --message "Hello"

# JSON: structured payload + metadata
openclaw agent --agent main --message "Hello" --json

JSON output shape:

{
  "text": "...",
  "media": [],
  "sessionId": "...",
  "runId": "...",
  "agentId": "main",
  "model": "anthropic/claude-sonnet-4-5"
}

Delivery to Channel

# Deliver reply to WhatsApp (default channel)
openclaw agent --to [phone] --message "Check the server" --deliver

# Deliver to specific channel and target
openclaw agent --agent ops --message "Generate report" \
  --deliver \
  --reply-channel slack \
  --reply-to "#reports"

Thinking & Verbose Flags

Both persist into the session store (affect future turns too):

# Thinking levels: off | minimal | low | medium | high | xhigh
openclaw agent --agent main --message "Debug this" --thinking high

# Verbose levels: off | on | full
openclaw agent --agent main --message "Trace logs" --verbose full

Note: --thinking levels only work with models that support extended thinking (GPT-5.2, Codex, Claude 3.7+).

Timeout Override

openclaw agent --agent main --message "Long analysis" --timeout 900

Default: 600s (10 min). Override for tasks known to be slow.

Local vs Gateway

# Force local run (bypasses gateway, uses shell env API keys)
openclaw agent --local --agent main --message "Hello"

# Default: goes through gateway (http://localhost:18789)
# Falls back to local if gateway unreachable

See references/automation-recipes.md for common automation patterns using openclaw agent in scripts.