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asteria-hub-audit

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Solve Asteria Fleet Data Quality Hub certification and reconciliation tasks that ask for strict JSON answers from contact, fuel, freight, or maintenance collections. Use this when a prompt mentions Asteria Fleet, the shared Data Quality Hub, overlapping source snapshots, canonical contacts, fuel/freight normalization, maintenance-history integrity, opaque control codes, or an answer_template.json contract.

experiments/codex_skill_creator_comparison_gpt5_5_xhigh/reports/skills/task_group_021/fewshot/opencode/fewshot_attempt_01/SKILL.md

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Oct 29, 2026
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Apache-2.0

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# Asteria Hub Audit

Use this skill to produce contract-shaped JSON for Asteria Fleet Data Quality Hub tasks. The common pattern is: read the scoped payloads, fetch all rows for the named collection, retain the authoritative logical record across snapshots, compute exceptions and normalized aggregates, then emit only the JSON object requested by `payloads/answer_template.json`.

## Quick Start

Run the bundled helper for a first-pass answer:

```bash
python /work/skill/scripts/asteria_hub_audit.py \
  --task-dir /path/to/task/input \
  --env /path/to/environment_access.md \
  --pretty
```
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