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asteria-fleet-dq-certification

Audit and certify an Asteria Fleet Data Quality Hub collection (fuel, freight, contacts, or maintenance) against a staged case scope and JSON answer template. Reconcile overlapping source snapshots, classify and quarantine bad rows, normalize units and currency, compute ranked rollups, assign opaque internal control codes, and emit one JSON object with the certification decision. Use when a task provides prompt.txt + payloads/case_scope.json + payloads/answer_template.json pointing at the Asteria Fleet Data Quality Hub.

experiments/claude_code_glm_5_2_max/reports/skills/task_group_021/self/self_attempt_02/SKILL.md

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Oct 29, 2026
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Apache-2.0

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# Asteria Fleet DQ Hub Certification

## When to use
Use this skill for any task that:
- Points at the "Asteria Fleet Data Quality Hub" via the placeholder `<TASK_ENV_BASE_URL>`, and
- Stages `prompt.txt`, `payloads/case_scope.json`, and `payloads/answer_template.json`, and
- Asks for a reconciled audit / certification / readiness brief returned as a single JSON object matching the template.

The canonical shapes are: fuel-purchase normalization, freight-charge accrual reconciliation, partner/contact-master certification, field-service roster contact-readiness, and maintenance-log integrity. A new collection maps to one of these families via the catalog `family` field (`fuel`, `freight`, `contacts`, `maintenance`).

## Inputs
- `prompt.txt` — narrative of what to audit and which interfaces to use.
- `payloads/case_scope.json` — parameters: `collection_id`, cutoff timestamp, focus / decision-panel stable IDs, ranking policy, numeric precision, certification thresholds or gate, and the status→action map.
- `payloads/answer_template.json` — the exact output contract (JSON Schema or field contract). Authoritative for required keys, enums, patterns, ordering, and precision. `additionalProperties: false` is pervasive — never add keys.
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