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asteria-dq-hub

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Audit, reconcile, and certify domain data collections against the Asteria Fleet Data Quality Hub REST API. Use when a task references the Asteria Fleet Data Quality Hub at the TASK_ENV_BASE_URL placeholder, involves reconciling overlapping source snapshots, detecting data-quality issues (mismatches, unrecognized entries, ambiguities, invalid measures), or assigning opaque internal control codes (IC-*, OR-*, FP-*, RB-*, SB-*, LD-*, MS-*, HR-*). Use when a task requires producing a structured certification or reconciliation JSON answer conforming to a supplied answer_template.json.

experiments/codex_skill_creator_comparison_deepseek_v4_pro_max/reports/skills/task_group_021/fewshot/deepagents/fewshot_attempt_02/SKILL.md

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Oct 29, 2026
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# Asteria Fleet Data Quality Hub Audit and Certification

## Overview

This skill covers auditing and certifying domain data collections served by the Asteria Fleet Data Quality Hub, a read-only REST API that exposes contact records, financial transactions, maintenance events, reference tables, and snapshot metadata. Every task follows a shared pipeline: connect to the hub, survey the collection catalog and schema, resolve authoritative snapshots, reconcile overlapping records, detect and classify quality issues, normalize measures and currencies, derive opaque control codes from reference data, and produce a structured certification JSON.

## Connection

The hub base URL is always injected as the TASK_ENV_BASE_URL placeholder. Substitute with the value from environment_access.md. All endpoints are unauthenticated GET except /api/query, which requires a credential from environment_access.md. Use the credential as a Bearer token in the Authorization header for POST requests to /api/query.

## Available Endpoints

| Endpoint | Method | Purpose |
|---|---|---|
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