Individual skill

asteria-fleet-data-quality

Answer Asteria Fleet "Data Quality Hub" reconciliation tasks. Use whenever a task points at a running hub (via environment_access.md), gives a payloads/case_scope.json + payloads/answer_template.json, and asks you to reconcile overlapping source snapshots for a collection as of a business cutoff and return one JSON object — for any family: contacts / partner onboarding / field-service roster, fuel purchases, freight charges, or maintenance events. Covers auditing counts, de-duplication & survivorship, quarantine, normalized totals (unit + FX), focus/anchored cases, rollups, rankings, opaque internal control codes, and the certification decision.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_021/fewshot/fewshot_attempt_02/SKILL.md

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Last checked: Nov 6, 2026

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Repository stars (not skill ratings): 121
Repository last updated: Oct 29, 2026
License: Apache-2.0

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SKILL.mdcore · 5,064 bytes
SKILL.mdcore · 5,064 bytes
SKILL.mdcore · 5,064 bytes
references/api_and_query.mddoc · 5,255 bytes
references/control_codes.mddoc · 6,276 bytes
references/reconciliation.mddoc · 5,739 bytes
scripts/hub_client.pyruns · 5,806 bytes

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# Asteria Fleet Data Quality Hub reconciliation

Every task in this family is one job: **reconcile a collection's overlapping
source snapshots as of a business cutoff and emit exactly the JSON object the
answer contract asks for.** The domain vocabulary changes (contacts / fuel /
freight / maintenance) but the method does not.

## Inputs you are given
- `prompt.txt` — the narrative: which family, what to report, and the precise
  definitions of any ranking/exposure/exception terms. Read term definitions
  literally.
- `payloads/case_scope.json` — the `collection_id`, business cutoff, focus
  clusters / anchored cases / decision-panel IDs, ranking limits & tie-breaks,
  thresholds and status→action map.