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atlas-ops-reporting

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Use when a task asks you to produce an operational reporting result written to answer.json for the "Atlas Commerce Operations" workplace — e.g. a fulfillment cutoff scorecard, a refund/settlement reconciliation, a carrier-quality correction, a warehouse-productivity review, a support-health review, or any similar request that pairs a business request-payload JSON with an answer_template JSON Schema and a governed SQL data service. It guides you to read both contracts, discover the real schema, translate business definitions into precise read-only SQL (eligibility windows, quantifiers, FX conversion, medians, active-time clocks, ordering/tie-breaks, rounding, status/risk bands), apply a minimal approved correction with an audit row through the controlled transaction interface when one is requested, and emit an answer that conforms exactly to the template.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_022/reflect-3/reflect-3_attempt_02/SKILL.md

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Oct 29, 2026
License
Apache-2.0

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# Atlas Commerce Operations reporting

You are given a `prompt.txt`, one or more request-payload JSON files under
`input/payloads/`, and an `answer_template.json`. You must analyze the
workplace's governed database and write a single JSON object to `answer.json`
that conforms **exactly** to the template — no extra keys, no missing keys, no
commentary.

These tasks look like free-form analytics but are really **contract execution**:
every number, rounding rule, ordering rule, threshold, and boundary is written
down somewhere in the request payload or the template. Your job is to find each
rule and implement it literally. Guessing loses; re-reading wins.

## Golden rules
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