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asteria-fleet-dq-reconciliation

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Solve Asteria "Fleet Data Quality Hub" reconciliation and certification cases. Use whenever a task points at a shared Fleet Data Quality Hub at <TASK_ENV_BASE_URL> with payloads/case_scope.json + payloads/answer_template.json and asks you to reconcile overlapping source snapshots as of a business cutoff and emit one strict JSON object. Covers all four record families: contacts (onboarding / roster / contact-master), fuel purchases, freight charges, and maintenance events — including source reconciliation, alias/unit/FX normalization, quarantine, dedup and survivorship, channel readiness, opaque control-code panels, and the certification/close status + action decision.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_021/self/self_attempt_03/SKILL.md

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Oct 29, 2026
License
Apache-2.0

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# Asteria Fleet Data Quality Hub — reconciliation & certification

A single reusable workflow. Every case in this family gives you a `case_scope.json`
(what to compute) and an `answer_template.json` (the exact output contract), and asks
you to reconcile overlapping source records from a read-only data hub and return **one
JSON object and nothing else**. The record family varies (contacts / fuel / freight /
maintenance) but the machinery is the same.

> Do not put task-specific answer values in your reasoning ahead of the data. Derive
> every number, ID, and code from the live hub for the collection in scope.

## 0. Recognize & set up

You are in this family when the prompt names the **Asteria Fleet Data Quality Hub** at
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