Individual skill

apexcloud-retention-ops

Build structured retention operations outputs from the ApexCloud Retention Operations API (task-env:9004). Use when the task involves ApexCloud, retention operations, renewal risk queues, QBR metrics packets, receivables reviews, churn model validation, action boards, customer success analytics, or any task that references `<TASK_ENV_BASE_URL>`, `http://task-env:9004`, or the environment_access.md endpoint list. Trigger even when the user describes the work in business terms (renewal risk, QBR prep, collections follow-up, churn ranking) without naming the API explicitly.

experiments/codex_skill_creator_comparison_deepseek_v4_pro_max/reports/skills/task_group_004/fewshot/opencode/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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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
data Derived category

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SKILL.mdcore · 12,840 bytes
references/api_reference.mddoc · 7,238 bytes
references/computations.mddoc · 7,075 bytes
references/task_patterns.mddoc · 9,161 bytes
references/vocabulary.mddoc · 5,896 bytes

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# ApexCloud Retention Operations Skill

Build deterministic JSON outputs from the ApexCloud Retention Operations API. The API is at `<TASK_ENV_BASE_URL>` (typically `http://task-env:9004`) with no authentication.

## Quick start

1. Read the task prompt carefully to identify the output shape required — every task has a specific JSON template in `input/payloads/answer_template.json` or described inline.
2. Fetch data from the relevant API endpoints (see [API Reference](references/api_reference.md)).
3. Compute derived fields using the rules in [Computations](references/computations.md).
4. Apply the [controlled vocabulary](references/vocabulary.md) for all enum fields.
5. Format the JSON output with deterministic precision and return only valid JSON.

## Precision rules