Autonomous Decision Making
Medium
- Category
- Excessive Agency
- Content
1. Tell the user in plain language: "Sent! It needs approval in Clawback before it goes through — I'll keep an eye on it." 2. Poll `clawback approvals get <approvalId> --json` in the background every ~30s. 3. When resolved, proactively tell the user: "Approved and delivered" or "The approval was rejected/expired — the email was not sent." 4. Never ask the user to run commands or check approval status themselves. Handling other errors
- Confidence
- 80% confidence
- Finding
- Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
