Individual skill
public-health-observatory-algorithmic-audit
Complete Public Health Observatory portal statistical audit tasks that require strict release resolution, cohort construction, reproducible modeling modules, controlled decision gates, and JSON-only answers.
experiments/codex_gpt5_5_xhigh/reports/skills/task_group_023/self/self_attempt_01/SKILL.md
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- Last checked
- Nov 6, 2026
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- Oct 29, 2026
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- Apache-2.0
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# Public Health Observatory Algorithmic Audit
Use this skill when a task asks for a Public Health Observatory audit using `analysis_request.json`, `answer_template.json`, and the read-only Observatory portal. The deliverable is usually one JSON object with no surrounding narrative.
## Nonnegotiable Inputs
1. Read the prompt, `analysis_request.json`, and `answer_template.json` completely before doing calculations.
2. Read `environment_access.md` for the base URL and allowed endpoints. Use only those portal endpoints for network access.
3. Treat `analysis_request.json` as the statistical protocol and `answer_template.json` as the output contract. If they conflict, preserve the template shape but compute values from the protocol.
4. Do not import outside facts, external public-health data, or unstated defaults.
## Portal Data Workflow
1. Discover metadata first: