Individual skill

pho-registered-audit

Complete a Public Health Observatory (PHO) registered algorithmic audit. Resolve final releases/revisions from the read-only PHO portal, build the declared cohorts, run the six registered audit modules deterministically (delete-one-cluster jackknife / two-step GMM, nested leave-group-out ridge or elastic-net, restricted-null wild cluster bootstrap-t, grouped split conformal, trajectory PCA + deterministic k-means, exhaustive source/year/group perturbation), apply the robustness gates, and emit exactly one JSON object conforming to answer_template.json. Use when a task names the PHO portal at <TASK_ENV_BASE_URL>, ships analysis_request.json + answer_template.json, and demands a reproducibility/transportability audit with a controlled decision.

experiments/claude_code_glm_5_2_max/reports/skills/task_group_023/self/self_attempt_01/SKILL.md

Source commit 5082a777379156a048881e94940d640702e5e09a

What was checked

Matches the observed repository HEAD

Yes

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No

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No

Observed behavior

Not checked yet

Last checked

Nov 6, 2026

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