Individual skill

pho-audit

Execute registered Public Health Observatory algorithmic transportability and robustness audits using a read-only evidence portal. Use this skill whenever a task references an analysis_request.json payload from the Public Health Observatory, involves a multi-module statistical audit with controlled decision gates, or mentions PHO protocols, transportability audits, or robustness audits. Do not use for generic public-health data analysis that lacks a registered protocol.

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

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Last checked: Nov 6, 2026

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Repository stars (not skill ratings): 121
Repository last updated: Oct 29, 2026
License: Apache-2.0

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self-evolving Repository topic
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SKILL.mdcore · 5,617 bytes
SKILL.mdcore · 5,617 bytes
references/data-resolution.mddoc · 4,680 bytes
references/decision-rules.mddoc · 3,907 bytes
references/modules.mddoc · 18,388 bytes
references/portal-api.mddoc · 4,594 bytes

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# Public Health Observatory Algorithmic Audit

Complete a registered PHO multi-module statistical audit using a read-only
HTTP evidence portal. Every task supplies an `analysis_request.json` payload
and an `answer_template.json` output contract. The requested modules,
parameters, grids, seeds, cohorts, filters, and decision gates are fully
specified in the request --- never invent them.

## Required input files

- `analysis_request.json` --- registered protocol, measures, years, geography,
  publication filters, module specifications, grids, seeds, decision rules.
- `answer_template.json` --- exact output JSON shape: required keys, array
  lengths, cardinality rules, precision, enum values, ordering constraints.