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Nov 6, 2026

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Oct 29, 2026
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Apache-2.0

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# Public Health Observatory Audit Skill

Use this skill when a task asks for a strict JSON audit using Public Health Observatory portal data. The goal is to turn `analysis_request.json` plus `answer_template.json` into one validated answer object while preserving every declared cohort rule, ordering rule, numerical rule, and decision rule.

## Operating Principles

- Treat the portal as authoritative. Do not infer values from prompt prose when they can be resolved from portal records.
- Keep all identifiers as stable strings. Read FIPS, ISO-like codes, state abbreviations, county codes, observation ids, and record ids without numeric coercion.
- Compute with unrounded floating point values until final serialization. Round only the reported real-valued fields to the precision declared in the request or template.
- Preserve declared order exactly. Never sort aligned arrays independently. Sort only when the template explicitly calls a field a set-like list or says ascending.
- Treat suppressed, blank, null, invalid, withdrawn, and unresolved anomaly values as unavailable. Never zero-fill missing evidence.
- Return exactly one JSON object that matches the template. Do not include narrative around the JSON.

## Parse The Contract First