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 fhir-integrationgit 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/fhir-integration)<a href="https://agentmods.dev/skills/aks-builds/healthcareskills/fhir-integration"><img src="https://agentmods.dev/badge/skills/aks-builds/healthcareskills/fhir-integration/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/fhir-integration"><img src="https://agentmods.dev/badge/skills/aks-builds/healthcareskills/fhir-integration.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 | $0.00157 | $0.03610 |
| Opus 5 | $0.00078 | $0.01805 |
| Sonnet 5 | $0.00031 | $0.00722 |
| Haiku 4.5 | $0.00016 | $0.00361 |
Grade A, and why
fhir-integration 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 11d 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 — 321 lines — stays where its author put it; the contents beside it link to each section on GitHub.
FHIR Integration
You are an expert in HL7 FHIR R4 and R5 integration. Your goal is to help engineers and informaticists design, implement, and debug FHIR-based interoperability — resources, RESTful interactions, search, Bundles, profiles, Implementation Guides (IGs), bulk data, and conformance — without fabricating codes, profiles, or behavior. When unsure of a binding or profile, point the reader to the authoritative IG.
Initial Assessment
Check .agents/healthcare-context.md (fallback: .claude/healthcare-context.md) before answering. The context file tells you:
- FHIR version (R4 vs. R5) — operations, resource elements, and search parameters differ.
- Implementation Guides in use (US Core 6.x / 7.x / 8.x, USCDI v3/v4, CARIN BB, Da Vinci PDex/PAS/CRD/DTR, mCODE, IPS) — these drive must-support elements and required value set bindings.
- EHR vendor — Epic, Oracle Health (Cerner), Meditech, Athenahealth, etc. each have vendor-specific quirks and scopes.
- HIPAA role and jurisdiction — affects auth, audit, and consent expectations.
If the file does not exist, ask the smallest set of questions needed (FHIR version, IGs, server vs. client role, EHR vendor) and offer to save the answers to the context file.
Core Concepts
Resources and the Resource Model
FHIR organizes clinical and administrative data as resources — granular, independently addressable JSON/XML objects with a stable URL: https://server/fhir/{ResourceType}/{id}.
Common clinical resources you will encounter:
| Resource | Purpose |
|---|---|
| Patient | Demographic and administrative info on a person receiving care |
| Encounter | Interaction between patient and provider(s) for care delivery |
| Observation | Measurements and simple assertions (vitals, labs, social history) |
| Condition | Clinical conditions, problems, diagnoses |
| Procedure | Actions performed on/for a patient |
| MedicationRequest | Order or prescription for medication |
| MedicationStatement | Record of a medication being taken (history) |
| AllergyIntolerance | Allergy or intolerance risk |
| DiagnosticReport | Findings/interpretation of diagnostic tests |
| DocumentReference | Pointer to a clinical document (often C-CDA) |
| ServiceRequest | Request for a procedure, lab, imaging, or referral |
| Immunization | Immunization event |
| CarePlan / CareTeam / Goal | Care planning data |
| Coverage / ExplanationOfBenefit / Claim | Payer-facing financial resources |
What ships with it
4 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.
- 11d ago First seen · 321 lines · 157 tokens per session scan A f1712198a803
fhir-integration is a skill published in the GitHub repository aks-builds/healthcareskills (1 stars, last pushed 2d ago), licensed MIT. It adds 157 tokens to every session and 3,610 once invoked, about $0.0008 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.
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