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asteria-fleet-dq-certification

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Produce the certification/audit JSON answer for an Asteria Fleet Data Quality Hub task. Use when a prompt points at the shared "Fleet Data Quality Hub" at <TASK_ENV_BASE_URL> with an `environment_access.md`, a `payloads/case_scope.json`, and a `payloads/answer_template.json`, and asks you to reconcile overlapping source snapshots for a collection as of a cutoff and return one JSON object. Covers all families: contacts (partner / field-service / dealer / warranty contact readiness & certification), fuel-purchase normalization, freight-charge accrual reconciliation, and maintenance-log integrity — including the opaque identity / outreach / provenance / source-basis / ledger / history control codes.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_021/fewshot/fewshot_attempt_01/SKILL.md

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Source commit 5082a777379156a048881e94940d640702e5e09a

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Network or broad shell
Last checked
Nov 11, 2026

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121
Repository last updated
Oct 29, 2026
License
Apache-2.0

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# Asteria Fleet Data Quality Hub — certification/audit tasks

A task in this family hands you three payloads plus network access and asks for one
JSON object that certifies a data collection. The collection lives in a shared hub as
several overlapping **snapshots**; your job is to reconcile them as of a cutoff and
report reconciled counts, canonical entities, exceptions, rollups, opaque control
codes, and a certification decision — matching `payloads/answer_template.json` exactly.

The specifics (which collection, cutoff, focus ids, thresholds, answer shape) vary per
task and always come from the task's own files — read them every time. The methodology,
the hub's data model, and the control-code system are constant; those are captured in
the reference files here.

## 0. Read the task's own files first (never assume)
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