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 - **Reads**: the user's own list/CRM CSV (subscribe date, last-open/last-click date, opt-in status), ESP campaign export (opens/clicks per subscriber), GA4/ecommerce export (order recency, frequency, monetary value); the program goal (promo / retention / cold); and consent/suppression facts from the [consent-registry](../../../protocol/consent-registry/SKILL.md) (`memory/consent/`). - **Writes**: a user-facing segment map and reusable summary to `memory/email/list-segment-builder/`. - **Promotes**: the segment names, the lifecycle-stage map, the suppression-rule set, and any missing export to `memory/hot-cache.md` and `memory/open-loops.md`; propose durable segment definitions as pending-decision items (never write consent records — the registry owns `memory/consent/`). - **Done when**: each segment is named and grounded in an exported column; every size is labeled Measured or Estimated; RFM tiers use the user's own recency/frequency/monetary fields; the suppression list reconciles against the consent-registry (unsubscribed + hard-bounced + complained + consent-withdrawn) or flags NEEDS_INPUT where no consent record exists; and the SEND **E** relevance of each bucket is noted. - **Primary next skill**: [email-creative-builder](../../engage/email-creative-builder/SKILL.md) to compose for the top segment, or [email-sequence-designer](../../nurture/email-sequence-designer/SKILL.md) to design a flow per lifecycle stage. ### Handoff Summary
