Individual skill
asteria-fleet-dq-reconciliation
Solve an Asteria "Fleet Data Quality Hub" reconciliation task. Use when a task gives you payloads/case_scope.json plus payloads/answer_template.json and asks you to reconcile overlapping source records from a read-only data hub (catalog, schema, SQL query, source-snapshot, contact/transaction/maintenance, and reference alias/conversion/fx interfaces) and return exactly one JSON object. Covers three task families: contact-master reconciliation, transaction normalization (fuel/freight), and maintenance-log integrity.
experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_021/reflect-3/reflect-3_attempt_03/SKILL.md
Source commit 5082a777379156a048881e94940d640702e5e09a
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- Last checked
- Nov 6, 2026
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- Repository last updated
- Oct 29, 2026
- License
- Apache-2.0
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- agent Repository topic
- ai Repository topic
- benchmark Repository topic
- llm Repository topic
- self-evolving Repository topic
- self-learning Repository topic
- skills Repository topic
- data Derived category
- data-databases Derived category
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SKILL.mdcore · 12,767 bytesSKILL.mdcore · 12,767 bytesSKILL.mdcore · 12,767 bytesSKILL.mdcore · 12,767 bytesSKILL.mdcore · 12,767 bytesSKILL.mdcore · 12,767 bytesreferences/hub_client.pyruns · 3,148 bytesreferences/pipeline.mddoc · 3,995 bytes
Read excerpt
# Asteria Fleet Data Quality Hub — reconciliation tasks
## What these tasks look like
Each task ships two payloads and points at a shared read-only data hub:
- `payloads/case_scope.json` — the scope: `collection_id`, a business cutoff /
as-of, the focus/anchor/decision IDs you must report on, and (sometimes)
status thresholds or a certification gate + status→action map.
- `payloads/answer_template.json` — the answer contract: exact keys, enums,
array lengths, ordering rules, and numeric precision. **This file is the
spec. Read every field description, `enum`, `pattern`, `minItems/maxItems`,
`multipleOf`, and ordering note before writing any code.**
Connection details (base URL and a read-only bearer token) are provided