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fewshot_attempt_03
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experiments/claude_code_glm_5_2_max/reports/skills/task_group_022/fewshot/fewshot_attempt_03/SKILL.md
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- Apache-2.0
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# Atlas Commerce Operations — Analytical Reporting Skill
Compute a cutoff- or window-scoped operational report from the **Atlas Commerce Operations** database and write it as a strict-JSON `answer.json`. The request payload (input contract) and the `answer_template.json` (output contract) define *what* to compute; this skill defines *how* to reach the data, read it correctly, and emit a conforming answer every time.
This skill is reusable across request families: fulfillment scorecards, refund reconciliation, carrier quality correction, warehouse productivity, and support health. It teaches the model to treat each request as **"interpret contract → map to schema → verify with SQL → emit exact JSON"**, and never to guess or reuse values from any prior answer.
## When to use
Apply this skill whenever the task environment is the Atlas workplace service and the task asks you to produce a JSON report conforming to a supplied `answer_template.json`, driven by a request payload in `input/payloads/`. This covers both **read-only analytical** answers and the single **controlled-correction** answer family that mutates one canonical field plus an audit row.
## How the environment is reached
All database access is over the network through a small HTTP API. Read `environment_access.md` (staged alongside the task) for the authoritative base URL, token, and endpoint list — **do not** invent a different host, port, or auth. The same file is the only source for the bearer token.
[Credential-related source omitted]