# Donor communication pilot — fictional teaching input
Use the fictional donor-follow-up-fixture.csv from DiscoverAI. No live integration or delivery is part of this exercise.

The CSV contains status, permission and campaign fields; names and amounts are intentionally absent. A correct draft leaves those details unspecified and requests them for review.

Approved impact facts: Example Community Library held four reading sessions in October. Attendance and long-term outcomes have not been verified. Do not invent attendance counts or connect an individual gift to a specific outcome.

Prompt: Prepare a review queue from the supplied records using their eligibility and suppression fields. Flag uncertain consent for review. Draft a short thank-you using only recorded donation facts and the approved impact statement. Do not infer sensitive traits or send anything.

Acceptance key: Ineligible records excluded, duplicates flagged, recorded names and amounts preserved, no invented impact. Reviewer must check applicable permissions before any live delivery. Stop on connector failures; keep a manual fallback.