Individual skill

pho-audit

Public Health Observatory algorithmic audit execution using the PHO read-only web API. Provides the complete reusable method catalog, data-resolution protocol, statistical module specifications (fixed-effects, ridge/elastic-net CV, wild-cluster bootstrap, grouped conformal calibration, trajectory PCA, source perturbation, GMM mediation, sensitivity surfaces, and controlled decision gates), plus the protocol override and contract-resolution system. Use when a future request references a registered PHO protocol_id, an answer_template.json contract, or an analysis_request.json with a geography_scope, study years, audit modules, and robustness gates; or when the task involves accessing the PHO portal endpoint catalog, resolving publication records by revision precedence, constructing balanced-cohort panels, or running any combination of the registered statistical audit modules against PHO evidence.

experiments/codex_skill_creator_comparison_deepseek_v4_pro_max/reports/skills/task_group_023/fewshot/codex/fewshot_attempt_01/SKILL.md

Source commit 5082a777379156a048881e94940d640702e5e09a

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Last checked

Nov 6, 2026

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