Individual skill
self_attempt_03
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experiments/claude_code_deepseek_v4_pro_max/reports/skills/task_group_023/self/self_attempt_03/SKILL.md
Source commit 5082a777379156a048881e94940d640702e5e09a
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
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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.
- agent Repository topic
- ai Repository topic
- benchmark Repository topic
- llm Repository topic
- self-evolving Repository topic
- self-learning Repository topic
- skills Repository topic
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# Public Health Observatory Algorithmic Audit
## Trigger
Use this skill when the user needs to complete a Public Health Observatory (PHO) registered algorithmic audit — a structured, multi-module statistical analysis that queries the PHO read-only data portal, applies registered methodologies, and returns a single JSON object conforming to a declared answer template.
Trigger signals: the task references a PHO portal at a configurable base URL, includes an `analysis_request.json` with audit modules and decision rules, and provides an `answer_template.json` that fixes the output contract.
## Portal Interaction
The PHO portal is an unauthenticated read-only HTTP API. Discover available endpoints from the accompanying environment description. All data is available via GET requests returning JSON arrays of records.
**Base workflow:**
1. Fetch `/` or `/catalog` to confirm available datasets.
2. Identify the relevant endpoint(s) from the analysis request's declared datasets, geographies, and measures.