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# ApexCloud Retention Analytics — Reflect-3 Skill

Reusable rules for solving ApexCloud CRM retention-analytics tasks against the
ApexCloud Retention Operations data API. Read the data API base URL from the
task prompt (the `http://127.0.0.1:8074` host in prompts is the documented
endpoint family; resolve to the live base URL given in the environment). These
rules are data/precision/labeling conventions — NOT gold answers and NOT a
test-time judge call.

## 0. Data API endpoints
- `/api/health` → row counts (use to sanity-check datasets: accounts=44,
  account_metrics=528, billing_snapshots=176, ar_aging=196 (4 quarters × 49),
  opportunities=114, hr_summary=16 (4 quarters × 4 regions),
  event_performance=20, nps_responses=451, support_tickets=1595,
  churn_train=180, churn_validation=60, churn_candidates=44).
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