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asteria-fleet-data-quality-hub

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Solve "Asteria Fleet Data Quality Hub" reconciliation/certification tasks: read a case_scope.json + answer_template.json + a runtime access file, query a shared read-only data hub, reconcile overlapping source snapshots into canonical records, normalize with reference tables, compute the requested counts/rollups/rankings and status decision, and return one JSON object matching the answer contract exactly. Use whenever a task references the Asteria Fleet Data Quality Hub, a "Fleet Data Quality Hub", contact/fuel/freight/ maintenance source reconciliation, canonical entity resolution, quarantine/normalization audits, or opaque IC/OR/FP/RB/SB/LD/MS/HR control codes.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_021/reflect-3/reflect-3_attempt_01/SKILL.md

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Oct 29, 2026
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Apache-2.0

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# Asteria Fleet Data Quality Hub — reconciliation & certification

A family of data-quality tasks over one shared read-only hub. Each task gives you three files
and asks for exactly one JSON object. The families differ (contacts, fuel, freight,
maintenance) but the **method is the same**: pick the authoritative source data as of a
cutoff, reconcile overlapping/duplicate records into canonical ones, normalize with
validity-scoped reference tables, exclude what is unusable, then compute the contracted
counts, rollups, rankings and a status/action decision.

## 0. Inputs (always the same shape)
- `prompt.txt` — the business ask (which family, what to report).
- `payloads/case_scope.json` — the scope: `collection_id`, the cutoff (`business_cutoff` /
  `cutoff_at` / `as_of`), focus items (clusters/assets/people/charges), control/decision
  panels, ranking limits, and any status thresholds / certification gate + action map.
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