Individual skill
apexcloud-retention-ops
Solve ApexCloud Retention Operations tasks by querying the task environment API, applying controlled vocabularies, deterministic precision rules, and standardized business-logic patterns for renewal risk queues, QBR packets, receivables reviews, churn model validation, and retention action boards.
experiments/codex_skill_creator_comparison_deepseek_v4_pro_max/reports/skills/task_group_004/fewshot/naive/fewshot_attempt_03/SKILL.md
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- Last checked
- Nov 6, 2026
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- Repository last updated
- Oct 29, 2026
- License
- Apache-2.0
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- agent Repository topic
- ai Repository topic
- benchmark Repository topic
- llm Repository topic
- self-evolving Repository topic
- self-learning Repository topic
- skills Repository topic
- operations Derived category
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SKILL.mdcore · 7,742 bytesreferences/api-endpoints.mddoc · 3,349 bytesreferences/business-rules.mddoc · 6,992 bytesreferences/policy-codes.mddoc · 1,397 bytesreferences/precision-rules.mddoc · 2,217 bytesreferences/vocabularies.mddoc · 4,933 bytes
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# ApexCloud Retention Operations
## When to use this skill
Apply this skill whenever the task references the ApexCloud Retention Operations API, asks you to build retention or renewal artifacts for ApexCloud accounts, or uses any of the controlled enums and precision rules defined here. The skill covers five recurring task families: renewal risk queues, QBR metrics packets, receivables and pipeline reviews, churn model validation, and high-touch retention boards.
## Core workflow
1. Read the task prompt thoroughly and note the assessment date, analysis period, target account IDs, and the required output shape (given as a payload template or described inline).
2. Fetch data from the relevant API endpoints described in [API Endpoints](references/api-endpoints.md). Prefer parallel requests for independent calls (e.g., fetching accounts, metrics, tickets, and NPS simultaneously).
3. Transform raw API responses into derived metrics following the [Business Rules](references/business-rules.md).
4. Select policy codes using the middle-option rule from [Policy Codes](references/policy-codes.md).
5. Assemble the final JSON response using the [Controlled Vocabularies](references/vocabularies.md) and [Precision Rules](references/precision-rules.md). Return only valid JSON with no surrounding text.
