Lab Results Question Builder

Convert your lab results into well-structured questions for your clinician -- no interpretation, no diagnosis.

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openclaw skills install lab-results-question-builder

Lab Results Question Builder

Health & Safety Boundary

This skill helps turn lab report details into neutral questions for a clinician. It does not interpret lab values, identify abnormal results for an individual, diagnose conditions, recommend treatment, suggest supplements, or adjust medications. If a report includes urgent instructions, critical values, or a clinician callback request, follow the instructions from the lab or care team promptly.

When to Use / When Not to Use

Use this skill when you have lab results and want to prepare better questions for a medical visit, portal message, or follow-up call.

Do not use it to decide whether a result is normal or dangerous, compare yourself to reference ranges, choose treatment, delay urgent care, or replace a clinician explanation.

Understanding Lab Reports

Lab reports often include a test name, result, unit, reference range, collection date, ordering clinician, and lab comments. Reference ranges are general comparison ranges used by laboratories; they are not a diagnosis and may vary by lab, age, sex, pregnancy status, medications, and clinical context.

Common panels include complete blood count, metabolic panel, lipid panel, thyroid tests, A1C or glucose-related tests, vitamin or mineral tests, liver and kidney markers, urinalysis, and infectious disease tests.

Question Templates by Panel

Panel or test areaQuestions to ask
Complete blood count"What does this result mean in my overall health context?" "Do any values need follow-up or repeat testing?"
Metabolic panel"Which items are most important for me to understand?" "Could medications, hydration, or timing affect these results?"
Lipids"How should I understand these numbers alongside my personal risk factors?" "What lifestyle or follow-up conversations should we have?"
Thyroid"Do these results fit with my symptoms and history?" "Is repeat testing or a specialist referral worth discussing?"
A1C or glucose"How should I discuss this trend with my clinician?" "What follow-up questions should I ask about prevention or management?"
Urinalysis"Are any findings expected based on my situation?" "Do I need a repeat sample or additional evaluation?"

How to Ask About Trends

Bring dates and prior results if you have them. Ask whether a change is meaningful, what context could affect the result, what would prompt repeat testing, and which results matter most before the next visit.

Question Prioritization Framework

Prioritize lab or clinician flags, results linked to symptoms or existing diagnoses, changes from prior tests, items connected to medications or pregnancy, and results you want explained in plain language.

Lab Results Conversation Prep Template

ItemNotes
Test date and reason ordered
Top results I want explained
Symptoms or context around the test
Past results available for comparison
Questions for clinician
Follow-up plan I heard

Tracking Your Lab History

Organize copies by date, panel name, and ordering clinician. Keep your own notes separate from the lab report so questions do not turn into medical conclusions. This skill does not store or process your data.

When Results Need Urgent Attention

If the lab report, portal, or clinician marks a result as critical, urgent, or requiring immediate follow-up, contact the listed care team or emergency service as instructed. For severe symptoms such as chest pain, trouble breathing, fainting, stroke-like symptoms, severe allergic reaction, or severe uncontrolled pain, seek urgent or emergency care.