agent-device-rec

Health-device recommendations from scored biomarker data. Part of the longevity CLI suite.

Consumes labassess JSON (via stdin) or reads labstore directly (read-only) and returns device recommendations (CGMs, wearables, blood-pressure monitors, scales, pulse oximeters) matched to the patient's flagged biomarkers and detected patterns. Device catalog is embedded at build time via include_str!.

Install

brew tap 199-biotechnologies/tap
brew install agent-device-rec

# or from source
cargo install --git https://github.com/199-biotechnologies/agent-device-rec

Usage

# From a scored assessment piped in
labassess --stdin < scored.json | agent-device-rec recommend --stdin

# Or directly from labstore
agent-device-rec recommend --db patient-slug --max-price 300

# Browse and compare
agent-device-rec list
agent-device-rec list --category cgm
agent-device-rec show dexcom-g7
agent-device-rec compare dexcom-g7 libre-3
agent-device-rec brands

Conventions

Same as the rest of the suite: JSON on stdout when piped, tables on TTY. Exit codes 0/1/2/3. agent-info subcommand for capability discovery.

License

Proprietary — Copyright (c) 2026 Boris Djordjevic, 199 Biotechnologies & Paperfoot AI (SG) Pte Ltd. All rights reserved.