Individual skill
asteria-fleet-dq-certification
Audit and certify an Asteria Fleet Data Quality Hub collection — reconcile overlapping source snapshots as of a business cutoff, normalize units/currency, quarantine invalid records, classify expected-vs-actual mismatches, infer opaque internal control codes, and emit one JSON object conforming exactly to the run's answer contract.
experiments/claude_code_glm_5_2_max/reports/skills/task_group_021/fewshot/fewshot_attempt_01/SKILL.md
Source commit 5082a777379156a048881e94940d640702e5e09a
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- Yes
- Scanner rules are current
- Yes
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- No
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- No
- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
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Repository context
- Repository stars (not skill ratings)
- 121
- Repository last updated
- Oct 29, 2026
- License
- Apache-2.0
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SKILL.mdcore · 10,148 bytesSKILL.mdcore · 10,148 bytesSKILL.mdcore · 10,148 bytesSKILL.mdcore · 10,148 bytesreferences/code_inference.mddoc · 3,525 bytesreferences/hub_api.mddoc · 4,763 bytesreferences/playbooks.mddoc · 10,463 bytesreferences/reconciliation.mddoc · 5,739 bytes
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# Asteria Fleet Data Quality Hub — collection audit & certification
## When to use
Use this skill when a task asks you to audit / reconcile / certify a business
collection served by the **Asteria Fleet Data Quality Hub** (a read-only HTTP
API) and return a single JSON object matching an `answer_template.json` /
answer contract. The run always stages four inputs alongside this skill:
- `prompt.txt` — the brief and which interfaces are relevant.
- `payloads/case_scope.json` — collection id, business cutoff, focus /
ranking / decision-panel ID lists, certification thresholds, status→action map.
- `payloads/answer_template.json` — the exact output contract (required keys,
types, enums, array lengths, ordering rules, numeric precision). Authoritative.