Autonomous Decision Making
- Category
- Excessive Agency
- Confidence
- 75% 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.
- Content
md ## What it is People often fail with AI not because the AI is weak, but because the collaboration is sloppy: no context, no plan, no verification, no memory across sessions. Yuanban turns that around with a **repeatable collaboration protocol**: 1. **Context brief** — background, goal, constraints, acceptance criteria.
