First Operator Loop

The first ArgoBox proof should be one boring operator workflow that survives real use:

1. an agent requests work
2. ArgoBox classifies it
3. privileged mutations enter the approval queue
4. the operator approves or rejects
5. the result is executed, logged, and returned

This matters more than module count, demo breadth, or framework polish.

Concrete Request Path

The current request path is:

OpenClaw
  -> POST /api/agent/execute
  -> ArgoBox safety layer
  -> approval queue if privileged
  -> execution result

The public API route is:

POST /api/agent/execute

The route expects:

• Authorization: Bearer abx_...
• a request body containing tool and action

Example:

{
  "tool": "proxmox",
  "action": "list-vms"
}

What the Safety Layer Does

The route does not hand OpenClaw raw shell authority.

Instead it:

1. validates the agent key
2. resolves the agent identity and policy
3. routes the request through the safe infrastructure executor
4. returns an immediate result for safe reads
5. creates an approval request for privileged mutations

This is the core trust boundary.

Approval Queue Behavior

When a request is classified as privileged:

• the request becomes pending
• ArgoBox stores an approval record
• the operator can approve or reject it
• execution only happens after approval

The queue stores the important review context:

• agent identity
• requested tool and action
• arguments
• reason
• safety classification
• resolution result

Why This Is the Right First Proof

If this loop works, ArgoBox has proven something meaningful:

• the agent can be useful
• the operator remains in control
• the mutation path is auditable
• the runtime is not pretending trust it has not earned

If this loop is weak, wider claims about autonomy, orchestration, or framework reuse are premature.

Recommended First Demo

The recommended first demo is:

1. configure one real infrastructure target
2. connect one OpenClaw runtime
3. perform one safe read
4. perform one privileged request
5. approve it through the queue
6. inspect the recorded result

That is the smallest convincing story ArgoBox needs to tell first.