Autonomous Decision Making
Medium
- Category
- Excessive Agency
- Content
**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.
- Confidence
- 93% confidence
- Finding
- The skill explicitly allows continuing the monetization model when no consent ledger is present and to model on the stated audience while merely flagging the gap as an open loop. In a marketing/commercial-email context, this can normalize planning against potentially non-consented recipients and may lead downstream users or agents to operationalize revenue assumptions or campaigns on an unlawfully broad audience.