Precision Biomarker — Overview¶
Kind: agent · Demo: A2 · Source: core/agents/precision-biomarker
Illustrative. Precision Biomarker at a glance.
What it is¶
Identifies measurable markers that predict how a disease will behave or how a patient will respond.
Why it matters¶
Predictive and prognostic are different questions. Conflating them changes the wrong decision.
Decision support for a qualified clinician — never autonomous diagnosis or prescribing. Every output on this page is intended to inform a clinician's judgement, not replace it.
Honest limit¶
Many biomarker inputs are research- or trial-use, not validated for routine clinical practice.
Endpoints¶
UI :8528 · API :8529 (platform convention: registry endpoint is the UI, API is UI + 1)
| Capability | Type | Status | Endpoint |
|---|---|---|---|
precision-biomarker-agent |
agent | live | localhost:8528 |
Size and health¶
| Python files | 58 |
| Lines of code | 29,398 |
| Test files | 20 |
| Containerised | yes |
Verify at any time:
.venv/bin/python scripts/run_all_tests.py precision-biomarker
Where to go next¶
- Foundation Learning Guide — the concepts, no prior knowledge assumed
- Advanced Learning Guide — architecture, modules, extension points
- Demo Guide — how to run
A2