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pho-algorithmic-audits

Solve Public Health Observatory portal audit tasks by ingesting portal evidence, resolving publication releases and cohorts, and executing the registered statistical modules for the supported audit families.

experiments/codex_gpt5_5_xhigh/reports/skills/task_group_023/fewshot/fewshot_attempt_02/SKILL.md

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Oct 29, 2026
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# Public Health Observatory Algorithmic Audits

## When To Use

Use this skill for Public Health Observatory tasks that provide a prompt, `analysis_request.json`, and `answer_template.json`, and require evidence from the Web portal declared in `environment_access.md`.

Activate exact registered profiles only when the active request has one of these exact `protocol_id` values:

- `PHO_STATE_TRANSPORT_AUDIT_V1`
- `PHO_COUNTY_MEDIATION_TRANSPORT_V1`
- `PHO_STATE_ROBUSTNESS_TRANSPORT_V1`
- `PHO_COUNTY_PANEL_TRANSPORT_V1`

Also use this skill for the country burden revision audit whose request/template asks for country label reconciliation, revision/anomaly accounting, reference-year burden PCA, burden clusters, a region-adjusted life-expectancy panel model, and an advisory.