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apexcloud-retention-ops

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Build ApexCloud retention operations artifacts (risk queues, QBR packets, receivables reviews, churn model validations, and retention boards) from the ApexCloud Retention Operations API. Covers all public endpoints, data-cleaning conventions, controlled vocabularies, policy codes, and cross-source reconciliation patterns used in production retention workflows.

experiments/codex_skill_creator_comparison_deepseek_v4_pro_max/reports/skills/task_group_004/fewshot/naive/fewshot_attempt_01/SKILL.md

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Repository last updated
Oct 29, 2026
License
Apache-2.0

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When a task asks you to produce a retention operations artifact using the
ApexCloud Retention Operations API, follow the process below. Every step is
deterministic and grounded in the API data shapes documented here.

## 1. Connect and Verify

The API base URL is provided in the task prompt as `<TASK_ENV_BASE_URL>`.
Replace that token with the actual URL before making any call. Start with
`GET /api/health` to confirm the service is reachable and to see current row
counts.

All responses are JSON unless the endpoint path includes `.csv`. The API has no
authentication.
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