Training intelligence · transparent estimates

Hyper Trophy OS

A native control surface for strength estimates and source-backed training research, wired to the live hypertrophy-os service on Oracle.

Open toolsOriginal dashboard ↗

Live service

Checking…
POST https://chloe.blumenkraft.cloud/hypertrophy/query

The research surface below is answered by the hypertrophy-os FastAPI on Oracle, reached over TLS through the chloe.blumenkraft.cloud reverse proxy.

Calculator 01

Estimated 1RM

A Brzycki estimate from one completed set. Treat it as a reference point, not a measurement or prescription.

Estimated maximum93.0
same unit as weight
70% reference65.1
80% reference74.4
90% reference83.7

Research 02

Ask the corpus

The live service synthesises the project’s ingested research corpus and returns the extracted findings each answer rests on, with confidence and DOI.

The local tools are ready. Ask the live research service when you need a sourced synthesis.

Live dashboard

The service itself

The original dashboard, served straight from the Oracle instance. If your browser blocks the frame, open it in a tab instead — the tools above keep working either way.

Open the dashboard ↗ Service health ↗

System map

01 / Estimate

Calculate locally

The strength estimate runs entirely in this browser and never depends on the remote service.

02 / Research

Show sources

Research answers expose whether support came from the project corpus, PubMed, or neither.

03 / Failure

Remain useful

If the research service cannot be reached, the native dashboard stays visible and says so plainly.

Training estimates and research summaries are educational tools, not medical advice. Use qualified professional guidance for personal health decisions.