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asteria-fleet-reconciliation

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Solve Asteria Fleet "Data Quality Hub" reconciliation/certification tasks. Use when a task provides payloads/case_scope.json + payloads/answer_template.json and an environment_access.md pointing at a read-only Fleet Data Quality Hub, and asks for a reconciled/certified JSON audit of a contacts, fuel, freight, or maintenance collection (dedup overlapping source snapshots as of a cutoff, quarantine bad rows, normalize units & currency, resolve identities/categories, rank exceptions, assign opaque control codes, and decide a PASS/PASS_WITH_EXCEPTIONS/HOLD certification).

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_021/fewshot/fewshot_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

## When this applies
The task gives you `payloads/case_scope.json`, `payloads/answer_template.json`, an
`environment_access.md`, and a prompt about the "Asteria Fleet Data Quality Hub". The
collection belongs to one of four families — **contacts, fuel, freight, maintenance** —
but the underlying job is always the same: reconcile overlapping snapshots of one
collection as of a business cutoff, flag data-quality defects, normalize, assign Asteria's
opaque control codes, and emit one JSON object that matches the answer template exactly.

## Supporting files (read the ones you need)
- `references/environment.md` — how to reach the hub: creds, endpoints/filters, the
  `POST /api/query` SQL interface, pagination.
- `references/data_model.md` — the 8 logical views and their fields, per family.
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