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asteria-fleet-hub

Reconcile and audit Asteria Fleet data-quality collections against the read-only Fleet Data Quality Hub REST API. Use when the task involves partner onboarding contacts, fuel-purchase normalization, maintenance-event integrity, field-service roster readiness, freight-charge accrual reconciliation, or any Asteria fleet data audit that requires querying the hub, resolving overlapping source snapshots, deduplicating logical records, normalizing measures through reference aliases/conversions/fx, assigning internal control codes from evidence patterns, computing corrected metrics, and producing certification decisions against a strict JSON answer contract.

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

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# Asteria Fleet Hub

## Overview

The Asteria Fleet Data Quality Hub is a read-only REST API that serves curated collections of operational records (contacts, transactions, events) drawn from multiple source systems and overlapping snapshots. Each task reconciles one collection as of a stated cutoff, deduplicates overlapping rows, classifies quality issues, normalizes measures, applies deterministic control codes, and produces a certification decision in strict JSON.

## API Discovery Flow

1. `GET /api/catalog/collections` — list available collections and their metadata (id, display name, snapshot associations)
2. `GET /api/catalog/schema` — returns column definitions, source-system fields, and quality-rule semantics for each collection
3. `GET /api/source-snapshots` — list snapshots with status (`certified`, `provisional`) and row counts per collection

Use the schema response to understand which column is the logical-record identifier, which columns hold source-system provenance, and which columns participate in quality checks (timestamp validity, odometer range, labor range, contact-channel presence, consent status, expected-vs-actual category, physical measures).
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