Autonomous Decision Making
- Category
- Excessive Agency
- Confidence
- 88% confidence
- Finding
The skill explicitly allows itself to continue modeling on the stated audience when no consent ledger is present, only flagging the gap as an open loop. In a marketing/commercial-email context, that can normalize or operationalize plans built on unverified consent status, increasing the chance that downstream outreach targets recipients who did not authorize commercial messages.
- Content
md **Decision gate**: - **Stop and ask (NEEDS_INPUT)** — when none of list size, open rate, or a price/revenue target is provided or inferable: you cannot size any revenue line. Ask for (1) active-subscriber count, (2) open/click rate or an ESP export, and (3) the monetization goal. - **Continue silently** — missing optional data does not stop the run: no GA4 export → mark landing conversion Estimated and proceed; sponsorship not in scope → skip the rate card; no consent ledger present → flag the S2 gap as an open loop and model on the stated audience. **Quality bar** before handoff: (1) each active revenue line has a stated, labeled assumption; (2) no revenue figure is presented as Measured when it rests on an estimate; (3) the growth ↔ revenue projection names at least one loop and its input; (4) every sponsorship is disclosure-labeled and every substantiation-needing claim is flagged for D1. If any item fails, fix it or report it in the handoff — do not ship silently.
