Individual skill

apexcloud-retention-ops

Build ApexCloud retention-ops JSON deliverables from the public task-env API and churn CSV exports. Use when asked for customer risk queues, QBR packets, receivables and pipeline reviews, retention action boards, or churn validation/ranking from the staged ApexCloud environment.

experiments/codex_skill_creator_comparison_gpt5_5_xhigh/reports/skills/task_group_004/fewshot/cc/fewshot_attempt_03/SKILL.md

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Last checked: Nov 6, 2026

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Repository stars (not skill ratings): 121
Repository last updated: Oct 29, 2026
License: Apache-2.0

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SKILL.mdcore · 3,611 bytes
SKILL.mdcore · 3,611 bytes
references/apexcloud_rules.mddoc · 3,350 bytes
scripts/apexcloud_ops.pyruns · 24,751 bytes

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# ApexCloud Retention Ops

## Start

1. Identify the deliverable family from the prompt: risk queue, QBR packet, receivables review, action board, or churn validation/ranking.
2. Read the prompt template first, then mirror its key order exactly.
3. Use [references/apexcloud_rules.md](references/apexcloud_rules.md) for field precedence, joins, and rollup rules.
4. Use [scripts/apexcloud_ops.py](scripts/apexcloud_ops.py) when a normalized draft will save time.

## Data precedence

- Use billing snapshots for ARR when the prompt asks for current ARR, exposure, or ARR at risk.
- Use exact normalized legal-name matching for A/R aging links. Do not fuzzy-match similar subsidiaries or noise rows.
- Exclude spam, duplicate, and cancelled tickets from clean support counts and SLA math.