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pho-portal-audit

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Solve Public Health Observatory web-portal audit tasks that require analysis_request.json and answer_template.json outputs, including state, county, and country release reconciliation; deterministic fixed-effect, GMM, ridge or elastic-net, bootstrap, conformal, PCA, clustering, sensitivity, source-perturbation, and controlled-decision modules. Use when a task references the Public Health Observatory portal, PHO protocol IDs, or asks for one JSON audit object from portal evidence.

experiments/codex_skill_creator_comparison_gpt5_5_xhigh/reports/skills/task_group_023/fewshot/naive/fewshot_attempt_01/SKILL.md

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Oct 29, 2026
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Apache-2.0

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# Public Health Observatory Audit Solver

## Start Here

1. Read the user prompt, `analysis_request.json`, `answer_template.json`, and any local `environment_access.md`.
2. Use the portal base URL from the prompt placeholder or from `environment_access.md`. Do not call judge endpoints.
3. Fetch only authorized portal evidence. Prefer CSV downloads through `/download?dataset=<name>&format=csv` after checking `/catalog` for schemas.
4. Build one effective request contract before touching analytic data. Apply direct keys and `*_overrides` by exact path only; arrays replace whole arrays, objects deep-merge, scalars replace exact paths, and unknown targets are errors.
5. Compute every requested module from scratch from portal evidence. Keep unrounded values internally, preserve declared order everywhere, and round only when serializing the final JSON.
6. Return exactly one JSON object conforming to `answer_template.json`. Do not add narrative. Do not include solved-standard provenance unless the future template explicitly requires it.

## Portal Datasets

Expect these portal datasets unless `/catalog` says otherwise:
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