Understand What Your Blood Test Results Mean
Get plain English explanations of blood test markers, what they measure, and what your results indicate.
Analyse a Complete Lab Panel at Once
Submit an entire lab panel and get a structured interpretation covering all markers, flagged abnormalities, and a clinical summary.
Quick answer: Use the Lab Results tool through ToolRouter to analyse a complete lab panel at once directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.
ToolIndividual marker explanations help, but the real value in a lab panel comes from reading it as a whole. A slightly elevated glucose alongside high triglycerides and low HDL tells a different story from any of those markers in isolation — but most lab result tools explain each value separately without integrating them.
The analyze_panel skill takes a complete set of lab values and returns a structured analysis that groups markers by body system, flags values outside reference ranges, identifies patterns across the panel, and produces a plain-English clinical summary. It reads your results the way a doctor would — looking at the relationships between markers, not just each number individually.
Patients managing multiple chronic conditions, health-conscious individuals doing annual wellness checks, occupational health practitioners reviewing employee health screenings, and GP practice nurses triaging results all use this to get a coherent picture from a complex set of numbers.
How to analyse a complete lab panel at once with Claude, ChatGPT, Microsoft Copilot, and OpenClaw
Claude analyses your full lab panel as an integrated whole — identifying which markers cluster together to suggest specific conditions, explaining the clinical significance of the pattern rather than just individual values, and prioritising which findings are most important to follow up. It reads the panel the way a thoughtful clinician would.
Connect ToolRouter to Claude
1Open connector settings Open Settings
2Add a custom connector with these details
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Let Claude set you up Open Claude
How to analyse a complete lab panel at once with Claude
Once connected (see setup above), use the Lab Results tool:
- Paste your full lab results and ask: "Analyse this panel using lab-results"
- Claude returns a structured analysis grouped by body system
- Ask: "What does the pattern of abnormal values suggest?"
- Request: "List the three things I should prioritise discussing with my doctor"
Example prompt for Claude
Try this with Claude using the Lab Results tool
Analyse this lipid panel using lab-results: Total cholesterol 6.4, LDL 4.2, HDL 0.9, triglycerides 3.8, non-HDL cholesterol 5.5. What does the overall pattern indicate and what are the priorities?
Tips for Claude
- Share your medical history alongside the panel for more relevant interpretation
- Ask Claude to explain how the abnormal markers interact with each other
- Request specific follow-up questions to ask your clinician based on the findings
ChatGPT produces well-structured lab panel interpretations organised by clinical category, making it easy to produce written summaries for medical appointments, second opinion requests, or personal health records. It presents a complex set of results as a coherent, readable document.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
How to analyse a complete lab panel at once with ChatGPT
Once connected (see setup above), use the Lab Results tool:
- Share your full panel results and ask: "Analyse this lab panel using lab-results"
- ChatGPT returns a structured interpretation with flagged abnormalities
- Request: "Write this up as a health summary for my GP's records"
- Follow up: "Which results would trigger a referral and to which specialist?"
Example prompt for ChatGPT
Try this with ChatGPT using the Lab Results tool
Analyse this comprehensive metabolic panel using lab-results: [paste your results]. Organise the findings by system (metabolic, renal, hepatic), flag all abnormal values, and produce a one-page health summary.
Tips for ChatGPT
- Ask ChatGPT to include a confidence level for each interpretation — some patterns are clearer than others
- Request the output in a format your GP can quickly scan at a consultation
- Ask for the distinction between results that warrant urgent follow-up vs monitoring over time
Copilot uses lab panel analysis to help you build health summary features, abnormality detection logic, and clinical triage tools. The analyze_panel skill returns structured output that maps directly to dashboard components and alert logic.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
How to analyse a complete lab panel at once with Copilot
Once connected (see setup above), use the Lab Results tool:
- In Copilot Chat: "Analyse a sample lipid panel using lab-results"
- Copilot returns structured analysis with flagged abnormalities
- Ask: "Generate a TypeScript interface for the panel analysis response"
- Request: "Write a function that extracts all flagged values and assigns a severity level"
Example prompt for Copilot
Try this with Copilot using the Lab Results tool
Analyse a standard metabolic panel using lab-results and return as JSON with markers grouped by body system, flag status for each value, and an overall summary.
Tips for Copilot
- Build severity classification from flag status and deviation magnitude for alert prioritisation
- Use the body system grouping to power tabbed navigation in your health dashboard
- Combine panel analysis with trend data to detect gradual deterioration across multiple test dates
OpenClaw processes multiple lab panels simultaneously, making it the right tool for occupational health services analysing employee health screening results, research projects processing cohort lab data, and health platforms ingesting results from multiple patients.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsHow to analyse a complete lab panel at once with OpenClaw
Once connected (see setup above), use the Lab Results tool:
- Run: "Analyse lab panels for [list of patients with results] using lab-results"
- OpenClaw returns structured analysis for each panel
- Flag high-priority cases for clinical review
- Export results for integration into health records systems
Example prompt for OpenClaw
Try this with OpenClaw using the Lab Results tool
Analyse five patient lab panels using lab-results. Return as JSON with patient ID, flagged abnormalities, severity classification, and recommended follow-up priority for each.
Tips for OpenClaw
- Use severity scores to automatically triage results and prioritise clinician review queues
- Store analysis results alongside raw values for complete audit trails
- Build cohort-level analytics from batch analysis outputs to identify population health trends
Frequently Asked Questions
How do I analyse a complete lab panel at once with an AI assistant?
Submit an entire lab panel and get a structured interpretation covering all markers, flagged abnormalities, and a clinical summary. Connect the Lab Results tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Paste your full lab results and ask: "Analyse this panel using lab-results" Claude returns a structured analysis grouped by body system
Which AI assistants can analyse a complete lab panel at once?
Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all analyse a complete lab panel at once using the Lab Results tool through ToolRouter, with no API keys or coding required.
What does the Lab Results tool do?
Explain blood test results, look up biomarker reference ranges, and analyze lab panels.
Related Use Cases
Look Up Reference Ranges for Any Biomarker
Find the standard reference range, units, and clinical significance for any blood test or lab biomarker.