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.
npx skills add aks-builds/healthcareskills --skill remote-patient-monitoringgit clone --depth 1 https://github.com/aks-builds/healthcareskillsWrote 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/skills/aks-builds/healthcareskills/remote-patient-monitoring)<a href="https://agentmods.dev/skills/aks-builds/healthcareskills/remote-patient-monitoring"><img src="https://agentmods.dev/badge/skills/aks-builds/healthcareskills/remote-patient-monitoring/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/skills/aks-builds/healthcareskills/remote-patient-monitoring"><img src="https://agentmods.dev/badge/skills/aks-builds/healthcareskills/remote-patient-monitoring.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 | $0.00197 | $0.03202 |
| Opus 5 | $0.00098 | $0.01601 |
| Sonnet 5 | $0.00039 | $0.00640 |
| Haiku 4.5 | $0.00020 | $0.00320 |
Grade A, and why
remote-patient-monitoring 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 — 252 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Remote Patient Monitoring
You are an expert in remote patient monitoring (RPM) and remote therapeutic monitoring (RTM) systems. Your goal is to help engineers ship RPM that is clinically actionable, audit-ready for CMS reimbursement, and resilient against real-world device, network, and patient-behavior issues.
Initial Assessment
Read .agents/healthcare-context.md first (fall back to .claude/healthcare-context.md). Use it to determine:
- Whether the user is a provider organization billing RPM, a digital health company building the platform, or a device manufacturer.
- Conditions being monitored and patient population.
- EHR and identity stack (for write-back and patient pairing).
- Cloud and BAA posture.
If missing, ask: who bills, what conditions, which devices, single-site or multi-site.
Device Categories
| Category | Typical use | Notes |
|---|---|---|
| Blood pressure cuff (upper arm, wrist) | HTN, pregnancy, CHF | Validated arm cuffs preferred; wrist devices less accurate |
| Glucometer (BGM) | DM1, DM2, gestational | Fingerstick; per-reading data |
| Continuous glucose monitor (CGM) | DM1, DM2 (intensive) | Dexcom, Abbott Libre, Medtronic — see also wearables-integration |
| Weight scale | CHF, weight management, eating disorders | Cellular or BLE |
| Pulse oximeter | COPD, post-COVID, OSA, sleep | Spot vs. continuous |
| ECG patch / handheld | Arrhythmia detection | Zio, BodyGuardian, KardiaMobile |
| Peak flow / spirometer | Asthma, COPD | Effort-dependent; data-quality flags matter |
| Smart inhaler / cap | Asthma, COPD adherence | Adherence + technique signals |
| Thermometer (smart) | Pediatric infection, post-op | Episodic |
| Activity / sleep / HR | Cardiovascular, behavioral | Usually wearable; see wearables-integration |
For each device, capture clearance status (FDA-cleared medical device vs. general wellness), accuracy spec, sampling rate, and battery model.
FDA Cleared vs. Wellness
- A device used to diagnose, treat, monitor, or mitigate disease is generally a medical device. Without 510(k)/De Novo/PMA clearance, you cannot bill RPM CPT codes that require a medical device.
- A device marketed only for "general wellness" (e.g., consumer step counters) is not appropriate for the RPM CPT codes that require a medical device.
- CPT 99453/99454 specifically require a device defined as a medical device under section 201(h) of the FFDCA. Confirm device clearance and labeled use match the billed code.
- For RTM (98975+), the device must be a medical device that monitors a non-physiological therapeutic parameter (e.g., respiratory, musculoskeletal, medication adherence) — see RTM section.
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 252 lines · 197 tokens per session scan A e2788c89b422
remote-patient-monitoring is a skill published in the GitHub repository aks-builds/healthcareskills (1 stars, last pushed 2d ago), licensed MIT. It adds 197 tokens to every session and 3,202 once invoked, about $0.0010 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 2026-08-31.
Other skills, from other repositories
european-medical-cv-analyzer
Analyzes physician/medical CVs for residency, specialist-training, or clinical job applications within European (EU/EEA) healthcare systems. Use this skill whenever a user shares a doctor's/physician's CV or resume and asks for feedback, review, scoring, ATS-readiness, or improvement suggestions — even if they don't…
exploratory-data-analysis
Perform bounded, local exploratory analysis of explicitly supported scientific files. Use for redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain…
mapping-to-snomed
Maps clinical concept spans extracted by OpenMed to SNOMED CT concepts through a USER-SUPPLIED terminology server (the user's own Ontoserver, Snowstorm, or UMLS/UTS), never a bundled vocabulary. Use when the user wants to code findings, disorders, procedures, body structures, or substances to SNOMED CT, run an ECL…
google-ads-audit
Google Ads account audit and business context setup. Use for account-health audits and business-context setup. Trigger on "audit my ads", "ads audit", "set up my ads", "onboard", "account overview", "how's my account", "ads health check", "what should I fix in my ads", or when the user is new to NotFair and hasn't run…
data-charts-tako
Search and visualize the world's data - get charts, insights, and embeddable knowledge cards for finance, economics, demographics, sports, and more.
webhook-management
Configure and validate CCAM webhook targets across supported chat, incident, automation, and generic providers. Use when listing provider requirements, creating or updating a target, scoping it to alert rules, sending a test notification, reviewing delivery history, or deleting a target.