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pho-audit-solver

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Solve reproducible Public Health Observatory algorithmic audits. Use this skill whenever the task references a Public Health Observatory data portal, an analysis_request.json with audit modules, an answer_template.json contract, or asks to run registered algorithmic audit procedures on health/socioeconomic surveillance data. This covers state-level transport audits, county-level mediation or panel audits, country burden stratification, and any task that combines PHO portal data retrieval with deterministic statistical modules.

experiments/codex_skill_creator_comparison_deepseek_v4_pro_max/reports/skills/task_group_023/fewshot/opencode/fewshot_attempt_02/SKILL.md

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Oct 29, 2026
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Apache-2.0

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# PHO Audit Solver

Solve Public Health Observatory algorithmic audits end-to-end. Every audit follows the same structure: resolve data from the portal, execute registered statistical modules, and return a single JSON answer conforming to the provided template.

## Workflow

Follow this sequence for every audit:

1. **Read the request**: Parse `analysis_request.json` for the protocol, modules, parameters, and reporting rules. Read `answer_template.json` for the exact output contract (required keys, array lengths, numeric precision, enum values).

2. **Resolve the portal base URL**: The prompt provides a placeholder like `<TASK_ENV_BASE_URL>`. Replace it with the actual base URL before any HTTP request.

3. **Retrieve data**: Query the portal for all required datasets. See [references/portal_api.md](references/portal_api.md) for endpoint details.
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