DashClaw: Skill for Claude Code

Manage Approvals

DashClaw's HITL (Human-in-the-Loop) system lets operators approve or deny agent actions before they execute. Three channels: dashboard, CLI, and SDK polling.

When Approvals Trigger

Approvals are triggered when:

1. A guard policy returns require_approval
2. An action's risk score exceeds the org's approval threshold
3. The action touches systems flagged for mandatory review

The action enters pending_approval status and the agent waits.

Approval Channels

1. Dashboard (Web UI)

Navigate to the DashClaw dashboard → Approvals or Decisions view. Pending approvals show with:

• Action type and declared goal
• Agent ID
• Risk score (color-coded)
• Systems touched
• Replay link for full decision context

Click Approve or Deny with optional reasoning.

2. CLI (Terminal)

# Interactive inbox — live updates via SSE
dashclaw approvals

# Direct approve/deny
dashclaw approve act_abc123 --reason "Reviewed deployment plan"
dashclaw deny act_abc123 --reason "Missing staging verification"

The interactive inbox (dashclaw approvals) uses SSE for real-time push notifications. New approval requests appear immediately without polling.

Keyboard shortcuts:

• A — Approve selected
• D — Deny selected
• R — Refresh
• O — Open replay in browser
• Q — Quit

3. SDK Polling (Agent-Side)

// Agent waits for approval after guard returns require_approval
try {
  await claw.waitForApproval(decision.action_id, {
    timeout: 300000  // 5 minutes
  });
  console.log('Approved — proceeding');
} catch (err) {
  if (err instanceof ApprovalDeniedError) {
    console.log('Denied:', err.message);
    return;
  }
  throw err;
}

try:
    claw.wait_for_approval(decision["action_id"], timeout=300000)
    print("Approved — proceeding")
except ApprovalDeniedError as e:
    print(f"Denied: {e}")
    return

4. API Direct

# Approve
curl -X POST "$DASHCLAW_BASE_URL/api/approvals/act_abc123" \
  -H "x-api-key: $DASHCLAW_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"decision": "approved", "reasoning": "Reviewed and safe"}'

# Deny
curl -X POST "$DASHCLAW_BASE_URL/api/approvals/act_abc123" \
  -H "x-api-key: $DASHCLAW_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"decision": "denied", "reasoning": "Risk too high"}'