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asteria-dqh

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Reconcile, audit, and certify data collections through the Asteria Fleet Data Quality Hub REST API. Use when working with fleet operations data (partner contacts, fuel purchases, maintenance events, field-service rosters, freight charges) that requires snapshot reconciliation, duplicate detection, quarantine classification, control-code assignment, and conformant JSON audit reporting. Triggers on tasks referencing the Asteria Fleet DQH, source-snapshot reconciliation, or any of the /api/catalog, /api/contacts, /api/transactions, /api/maintenance, /api/reference, /api/source-snapshots, or /api/query endpoints.

experiments/codex_skill_creator_comparison_deepseek_v4_pro_max/reports/skills/task_group_021/fewshot/codex/fewshot_attempt_01/SKILL.md

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# Asteria Fleet Data Quality Hub Reconciliation

## Overview

The Asteria Fleet Data Quality Hub (DQH) is a read-only REST API that exposes fleet operations collections with overlapping source snapshots. Every audit task follows the same fundamental pattern: resolve the authoritative snapshot, reconcile duplicates, classify records into valid/quarantine/mismatch categories, compute aggregate metrics, assign internal control codes, and produce a JSON answer conforming to a supplied template.

## General Workflow

Follow these steps in order for every DQH audit task. The exact domain rules are in [references/domain_workflows.md](references/domain_workflows.md); the full API reference is in [references/api_endpoints.md](references/api_endpoints.md); control code families and assignment principles are in [references/control_codes.md](references/control_codes.md).

### Step 1: Understand the Task

Read the prompt, `case_scope.json`, and `answer_template.json` from the payloads directory. The case scope defines the collection, cutoff, focus entities, and decision panels. The answer template is the exact JSON schema you must conform to—study its required keys, enum values, ordering rules, and numeric precision.
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