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apexcloud-retention-ops

Build structured customer retention analytics from the ApexCloud Retention Operations API. Use when the user asks about ApexCloud account risk, renewal queues, QBR metrics packets, churn model validation, receivables/pipeline reviews, retention action boards, or any operational analytics that reference ApexCloud accounts, billing, support, NPS, AR aging, or churn exports. Also use for any task involving `<TASK_ENV_BASE_URL>` with ApexCloud endpoints.

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

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# ApexCloud Retention Operations

Build structured JSON analytics from the ApexCloud Retention Operations API.
The API serves account profiles, monthly metrics, support tickets, NPS surveys,
billing snapshots, A/R aging, CRM opportunities, HR summaries, event
performance, churn model exports, and an account-metric CSV extract.

## Quick-start workflow

1. Read the prompt for the task type and list of account_ids.
2. Read the answer template from `input/payloads/answer_template.json`, which
   defines the exact output shape, controlled enum values, and precision rules.
3. Fetch account profiles for every account_id mentioned.
4. Fetch relevant time-series data (metrics, tickets, NPS) for the stated
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