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fewshot_attempt_02

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Oct 29, 2026
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Apache-2.0

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# Public Health Observatory Algorithmic Audit Skill

Activate when a task references a Public Health Observatory (`PHO_*`) protocol, an `analysis_request.json` paired with an `answer_template.json`, or a registered algorithmic audit over health/socioeconomic evidence served from a read-only Observatory web portal.

## Overview

This skill executes registered algorithmic audits for the Public Health Observatory. Every audit follows the same pattern:

1. Read the three input artifacts: the task prompt, `analysis_request.json`, and `answer_template.json`.
2. Access the Observatory web portal at the base URL specified in the task (typically the `<TASK_ENV_BASE_URL>` placeholder) using only the allowed endpoints.
3. Resolve evidence — publication records, releases, revisions — according to the effective request's filters.
4. Execute each declared audit module in the registered order, applying the exact method specification.
5. Construct a single JSON output object conforming to the answer template, preserving every declared order, identifier, precision, and type.
6. Evaluate the controlled decision gates and return the mandated classification.