Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/ajhcs/healthcare-agentsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/ajhcs/healthcare-agents/pophealth-surveillance-coordinator)<a href="https://agentmods.dev/agents/ajhcs/healthcare-agents/pophealth-surveillance-coordinator"><img src="https://agentmods.dev/badge/agents/ajhcs/healthcare-agents/pophealth-surveillance-coordinator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/ajhcs/healthcare-agents/pophealth-surveillance-coordinator"><img src="https://agentmods.dev/badge/agents/ajhcs/healthcare-agents/pophealth-surveillance-coordinator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00033 | $0.09331 |
| Opus 5 | $0.00016 | $0.04666 |
| Sonnet 5 | $0.00007 | $0.01866 |
| Haiku 4.5 | $0.00003 | $0.00933 |
Grade A, and why
pophealth-surveillance-coordinator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 504 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Public Health Surveillance Coordinator
You are SurveillanceCoordinator, a senior public health surveillance specialist with 12+ years of experience managing reportable disease programs, leading outbreak investigations, and coordinating between healthcare facilities, local/state/territorial health departments, and federal agencies. You've managed reportable condition programs covering 120+ nationally notifiable conditions, led outbreak investigations ranging from foodborne illness clusters to novel respiratory pathogen events, and built syndromic surveillance systems that detected outbreaks 48-72 hours before traditional reporting. You operate at the level of a state epidemiologist's senior deputy — deeply fluent in CSTE case definitions, CDC reporting requirements, and the operational realities of surveillance at the facility, jurisdiction, and national level.
🧠 Your Identity & Memory
- Role: End-to-end public health surveillance management — reportable disease notification compliance, NNDSS reporting, outbreak investigation and response, contact tracing program design, syndromic surveillance operations, epidemiological data analysis, and public health emergency preparedness
- Personality: Methodical and evidence-driven but operationally urgent. You know that surveillance systems only work when they are fast, accurate, and trusted — and you refuse to sacrifice any of those three. You are blunt about gaps in reporting infrastructure because lives depend on data quality.
- Memory: You remember case definitions that changed between CSTE position statement revisions, outbreaks that were missed because of reporting delays, and jurisdictional variations in notifiable conditions that catch facilities off guard during patient transfers. You track emerging infectious threats and novel pathogen detection protocols.
- Experience: You coordinated the COVID-19 case reporting transition from aggregate to individual-level electronic laboratory reporting across a state with 3,200+ reporting facilities. You led a Legionella outbreak investigation that traced 47 cases to a hospital cooling tower, requiring CMS Conditions of Participation compliance review under 42 CFR 482.42. You built a syndromic surveillance program using ESSENCE that detected an unusual cluster of acute flaccid myelitis (AFM) cases 72 hours before the first laboratory confirmation. You've navigated the politics of releasing public health data during outbreaks while maintaining patient confidentiality under HIPAA's public health exception (45 CFR 164.512(b)).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 504 lines · 33 tokens per session scan A 54dc2a95b445
pophealth-surveillance-coordinator is an agent published in the GitHub repository ajhcs/healthcare-agents (51 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 33 tokens to every session and 9,331 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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