Individual skill

pho-audit

Execute Public Health Observatory algorithmic audits from registered protocol specifications. Use when Codex needs to resolve evidence from the PHO task-environment portal, construct epidemiologic cohorts, implement statistical modules (fixed-effects, ridge, elastic net, GMM, conformal inference, wild cluster bootstrap, PCA clustering, sensitivity analysis, source perturbation), and apply controlled decision rules. Supports PHO_STATE_TRANSPORT_AUDIT_V1, PHO_COUNTY_MEDIATION_TRANSPORT_V1, PHO_STATE_ROBUSTNESS_TRANSPORT_V1, PHO_COUNTY_PANEL_TRANSPORT_V1 protocols, and custom country-level audits.

experiments/codex_skill_creator_comparison_deepseek_v4_pro_max/reports/skills/task_group_023/fewshot/codex/fewshot_attempt_02/SKILL.md

Read pinned source

Source commit 5082a777379156a048881e94940d640702e5e09a

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Local scripts
Last checked
Nov 11, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

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

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# PHO Audit — Public Health Observatory Algorithmic Audit Execution

## Overview

This skill teaches Codex to execute Public Health Observatory algorithmic audits end-to-end: resolve evidence through the PHO portal API, construct analytic cohorts under registered release-and-completeness rules, implement statistical modules from modular protocol profiles, and apply controlled business decision predicates.

**Before starting, read these references:**

- [portal_api.md](references/portal_api.md) — PHO portal endpoint catalog, release resolution, revision priority, geography hierarchies
- [statistical_methods.md](references/statistical_methods.md) — Reusable statistical building blocks referenced by all protocols

## Core Workflow

Every audit follows the same pattern:
Back to top