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pho-registered-audit

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Complete a Public Health Observatory (PHO) "registered algorithmic audit" task: given a prompt.txt plus payloads/analysis_request.json and payloads/answer_template.json, use ONLY the read-only PHO web portal (<TASK_ENV_BASE_URL> from environment_access.md) to resolve final data releases, build the declared cohorts, run the declared multi-module statistical audit, apply the controlled decision rule, and return exactly one JSON object conforming to answer_template.json with no narrative outside it. Use whenever a task references the Public Health Observatory portal, a registered/algorithmic audit, transportability/robustness/mediation of a health signal, or supplies an analysis_request.json + answer_template.json pair.

experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_023/self/self_attempt_02/SKILL.md

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Oct 29, 2026
License
Apache-2.0

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# PHO registered algorithmic audit

## What this family is
The Public Health Observatory publishes a briefing decision (transportability /
robustness / mediation of a health signal at state, county, or country level).
You are handed three files per task:

- `input/prompt.txt` — the business framing and the hard output rules.
- `input/payloads/analysis_request.json` — **authoritative for method**: scope,
  release/cohort rules, the registered audit modules with their seeds/grids/orders,
  and the decision gates.
- `input/payloads/answer_template.json` — **authoritative for the response
  contract**: required top-level keys, per-field types, array lengths, cardinality
  rules, identifier rules, numeric precision, and the allowed enum values.
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