lab-result-interpreter

lab-result-interpreter is a skill for Claude Code, Codex from langcare/langcare-mcp-fhir. It costs 90 tokens per session (3,662 once invoked), scanned A, original, MIT.

A clinical tool for organizing and interpreting a patient's laboratory results, such as blood, urine, liver, thyroid, and cholesterol tests.

In plain words
What is it for?
Use it to review lab panels, compare results with reference ranges, relate them to conditions or medicines, and summarize possible clinical patterns.
Why use it?
It brings scattered results together, highlights abnormal or critical values, and shows how results changed over time.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to review lab panels, compare results with reference ranges, relate them to conditions or medicines, and summarize possible clinical patterns.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/langcare/langcare-mcp-fhir/lab-result-interpreter
Install

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.

Any agent
npx skills add langcare/langcare-mcp-fhir --skill lab-result-interpreter
Clone the repo
git clone --depth 1 https://github.com/langcare/langcare-mcp-fhir

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for lab-result-interpreter

README.md
[![agentmods](https://agentmods.dev/badge/skills/langcare/langcare-mcp-fhir/lab-result-interpreter/github.svg)](https://agentmods.dev/skills/langcare/langcare-mcp-fhir/lab-result-interpreter)
Your own site
<a href="https://agentmods.dev/skills/langcare/langcare-mcp-fhir/lab-result-interpreter"><img src="https://agentmods.dev/badge/skills/langcare/langcare-mcp-fhir/lab-result-interpreter/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.

agentmods 80×15 button for lab-result-interpreter

Your own site · 80×15
<a href="https://agentmods.dev/skills/langcare/langcare-mcp-fhir/lab-result-interpreter"><img src="https://agentmods.dev/badge/skills/langcare/langcare-mcp-fhir/lab-result-interpreter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 90 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,662 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00090 $0.03662
Opus 5 $0.00045 $0.01831
Sonnet 5 $0.00018 $0.00732
Haiku 4.5 $0.00009 $0.00366

Measured 13d ago against content hash 83c5609b2aa7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

lab-result-interpreter 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 13d 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.

skills/core/lab-diagnostics/lab-result-interpreter/SKILL.md · 277 lines

How it starts

The opening of the file, as written. The whole thing — 277 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Lab Result Interpreter

Overview

Pull laboratory Observation resources for a patient. Organize by panel type (CBC, BMP, CMP, liver, lipids, thyroid, coagulation, urinalysis). Flag abnormal values using the interpretation field and referenceRange. Calculate delta checks against prior results to detect clinically significant changes. Identify critical values requiring immediate action. Correlate abnormal patterns with differential diagnoses. Present results in structured clinical format with trend analysis.

FHIR Resources Used

Resource Purpose Key Fields
Observation Lab results code, valueQuantity, interpretation, referenceRange, effectiveDateTime, status, component
Condition Clinical correlation code, clinicalStatus, onsetDateTime
MedicationStatement Drug-lab correlation medicationCodeableConcept, status, effectivePeriod
Patient Age/sex for reference ranges birthDate, gender

Instructions

Step 1: Retrieve Patient Demographics

Tool: fhir_read
resourceType: "Patient"
id: "[patient-id]"

Extract birthDate (calculate age) and gender. These determine reference range selection -- many analytes have age- and sex-specific ranges.

Step 2: Pull Recent Laboratory Observations

Tool: fhir_search
resourceType: "Observation"
queryParams: "patient=[patient-id]&category=laboratory&date=ge[target-date]&_sort=-date&_count=200"

If user requests a specific panel, narrow with LOINC codes:

  • CBC panel: code=58410-2
  • BMP: code=51990-0
  • CMP: code=24323-8
  • Liver panel: code=24325-3
  • Lipid panel: code=57698-3
  • Thyroid panel: code=3016-3,3026-2,3024-7

Default date range: ge[30-days-ago] unless user specifies otherwise.

Step 3: Organize Results by Panel Category

Group Observations by code.coding LOINC into:

  • CBC: WBC (26464-8), RBC (789-8), Hemoglobin (718-7), Hematocrit (4544-3), MCV (787-2), MCH (785-6), MCHC (786-4), RDW (788-0), Platelets (777-3), MPV (32623-1), Differential (WBC subtypes)
  • BMP/CMP: Sodium (2951-2), Potassium (2823-3), Chloride (2075-0), CO2 (1963-8), BUN (3094-0), Creatinine (2160-0), Glucose (2345-7), Calcium (17861-6), Albumin (1751-7), Total Protein (2885-2), ALP (6768-6), ALT (1742-6), AST (1920-8), Bilirubin Total (1975-2)
  • Liver: ALT (1742-6), AST (1920-8), ALP (6768-6), GGT (2324-2), Bilirubin Total (1975-2), Bilirubin Direct (1968-7), Albumin (1751-7)
  • Lipids: Total Cholesterol (2093-3), LDL (18262-6), HDL (2085-9), Triglycerides (2571-8), VLDL (13457-7)
  • Thyroid: TSH (3016-3), Free T4 (3024-7), Free T3 (3026-2)
  • Coagulation: PT (5902-2), INR (6301-6), aPTT (3173-2), Fibrinogen (3255-7), D-dimer (48066-5)
  • Urinalysis: specific gravity (5811-5), pH (5803-2), protein (5804-0), glucose (5792-7), ketones (5797-6), blood (5794-3)

Read the full file on GitHub · 277 lines

Files

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.

Changes

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.

  1. 13d ago First seen · 277 lines · 90 tokens per session scan A 83c5609b2aa7

Subscribe to this mod's changes

lab-result-interpreter is a skill published in the GitHub repository langcare/langcare-mcp-fhir (55 stars, last pushed 5mo ago), licensed MIT. It adds 90 tokens to every session and 3,662 once invoked, about $0.0005 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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