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atlas-commerce-ops-solver

Solve Atlas Commerce Operations database tasks that provide prompt.txt, request payloads, answer_template.json, and authenticated TASK_ENV_BASE_URL API endpoints. Use for fulfillment, refund, carrier quality, warehouse productivity, support health, inventory, order, payment, customer, SQL analysis, and controlled canonical-correction tasks that must write an exact answer.json.

experiments/codex_skill_creator_comparison_gpt5_5_xhigh/reports/skills/task_group_022/fewshot/codex/fewshot_attempt_03/SKILL.md

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# Atlas Commerce Ops Solver

## Core Workflow

1. Read the task prompt, every file under `input/payloads/`, and especially `answer_template.json`. Treat the request payload and template as the contract; do not add narrative or extra fields to `answer.json`.
2. Fetch live Atlas metadata before writing analysis SQL:

```bash
python skill/scripts/atlas_api.py schema
python skill/scripts/atlas_api.py dictionary
```

3. Use [references/atlas-patterns.md](references/atlas-patterns.md) when designing the SQL plan. Build the solution in auditable CTEs: cohort, effective rows or state at cutoff, metric rows, ordered output arrays, risk/status classification.
4. Query through the read-only endpoint unless the request explicitly requires an approved correction:
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