Individual skill

asteria-fleet-data-quality-hub

Reconcile overlapping source records, resolve canonical entities, assign opaque control codes, and produce certification decisions using the Asteria Fleet Data Quality Hub API.

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

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Oct 29, 2026
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# Asteria Fleet Data Quality Hub Solver

Use this skill for tasks that audit, reconcile, or certify data collections served
by the Asteria Fleet Data Quality Hub. The hub provides read-only access to
multi-source records, reference tables, source-snapshot metadata, and a SQL
query interface. Every task follows the same structural pattern: discover the
environment, select authoritative sources, reconcile overlapping records, resolve
references, quarantine invalid rows, compute canonical aggregates, assign opaque
control codes, apply certification thresholds, and return a single JSON answer
that matches the supplied answer template exactly.

## Environment discovery

The hub base URL and authentication token are always provided through a
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