Individual skill
atlas-commerce-ops
Use this skill for Atlas Commerce Operations tasks that ask Codex to analyze the authenticated workplace database, calculate operational metrics, reconcile refunds or fulfillment/support/warehouse results, perform an approved minimal source-data correction with audit, or write an exact answer.json from request payloads and an answer_template.json. Trigger whenever the prompt mentions Atlas, TASK_ENV_BASE_URL, /api/schema, /api/sql, fulfillment scorecards, refund reconciliation, carrier quality corrections, warehouse productivity, support health, production cohorts, cutoff-based metrics, or controlled SQL transactions.
experiments/codex_skill_creator_comparison_gpt5_5_xhigh/reports/skills/task_group_022/fewshot/opencode/fewshot_attempt_01/SKILL.md
Source commit 5082a777379156a048881e94940d640702e5e09a
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- Not checked yet
- 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
- operations Derived category
- security Derived category
- productivity Derived category
- data-databases Derived category
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# Atlas Commerce Operations
Use this skill to solve Atlas workplace tasks that combine JSON business facts, a JSON output contract, and SQL access to the task environment.
## Core workflow
1. Read the user prompt, every request JSON in `input/payloads/`, and `input/payloads/answer_template.json`.
2. Fetch live metadata before writing analysis SQL:
- `GET /api/schema`
- `GET /api/data-dictionary`
3. Translate the request into explicit cohort filters, cutoff rules, metric definitions, ordering rules, rounding rules, and risk/status thresholds.
4. Build SQL in stages with CTEs. Run small count checks for each cohort before computing the final object.
5. For cutoff state, prefer append-only event or scan history over denormalized `current_status` snapshots when the request says "effective", "as of cutoff", "state at cutoff", or gives an event-basis definition.
6. Round only final reported values. Use unrounded values for ranking and threshold comparisons unless the request says otherwise.