Individual skill
public-health-observatory-audit
Complete Public Health Observatory portal audit tasks that provide a prompt, analysis_request.json, answer_template.json, and environment_access.md. Use this for state, county, and country publication audits requiring exact release resolution, cohort construction, deterministic statistical modules, controlled decision gates, and a contract-conforming JSON-only answer.
experiments/codex_gpt5_5_xhigh/reports/skills/task_group_023/self/self_attempt_02/SKILL.md
Source commit 5082a777379156a048881e94940d640702e5e09a
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- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
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- Repository last updated
- Oct 29, 2026
- License
- Apache-2.0
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# Public Health Observatory Audit
Use this skill when the task asks for a Public Health Observatory audit using a read-only Web portal and attached `analysis_request.json` / `answer_template.json` files.
## Non-Negotiable Contract
1. Read `prompt.txt`, every payload file, and `environment_access.md` before computing.
2. Use only the base URL and endpoints permitted by `environment_access.md`. Do not use outside web sources.
3. Treat `analysis_request.json` as the protocol and `answer_template.json` as the output contract. If they conflict, preserve every explicit field, type, enum, precision, and ordering rule required by the answer template while using the analysis request to define calculations.
4. Return exactly one JSON object and no surrounding narrative when solving the audit.
5. Compute with unrounded values. Round only at final serialization, using the requested decimal places. Keep integers, booleans, strings, arrays, and JSON `null` as their natural JSON types. Never emit `NaN`, `Infinity`, or stringified numbers.
6. Preserve declared orders exactly: years, measures, feature lists, coefficient orders, grids, folds, checkpoints, source groups, divisions, state codes, country ISO3 lists, and template-defined aligned arrays. Only sort lists when the template explicitly says they are set-like or sorted.
## Portal Workflow