GymOptic Close

SYSTEM
MANIFESTO

A comprehensive breakdown of the GymOptic architecture. Built for the athlete who demands precision, privacy, and zero distraction.

The Philosophy

Modern fitness apps prioritize likes over lifting. They are cluttered with ads, "influencer" content, and unnecessary noise. GymOptic is the antidote.

We built a "Local Vault" environment. It is a closed system designed strictly for data input and analytical output. No feeds. No likes. Just you and the iron.

Core Mechanics

Iron Engine v2

Algorithmic load forecasting that now understands Fatigue State. Expect a "Freshness Bonus" early in your session, and a protective "Fatigue Drop" for your finishers based on your selected Volume Budget.

Advanced Set Types

Log Standard sets, Drop Sets, and Warmups. Mark sets as "Failure" to track true intensity. The system separates volume load based on set quality.

Visual Recall Protocol

Stop guessing which "Lat Pulldown" machine you used.
GymOptic allows you to photograph your specific gym equipment. Your log isn't just a list of names; it's a visual gallery of your training environment. Instant visual recognition means faster logging and fewer mistakes.

The Overload Engine

Most logs are passive graveyards of numbers. Iron Vault is active.

We track your Volume PRs in real-time. The interface lights up when you break new ground. No generic advice. Just a cold, hard comparison against your past self.

Active Building
Maint Standard
Overload New PR

Volume & Frequency Logic

We don't just count reps; we track training load over time. GymOptic uses a Volume Tolerance Model to visualize when muscle groups have accumulated high workload versus when they are fresh for new volume.

Volume Tolerance Engine v1.4 ACTIVE

Muscle-Specific Decay

The system models volume decay differently across muscle groups based on standard training principles.
Smaller Groups (e.g., Side Delts): Faster volume decay (~36h).
Larger Groups (e.g., Legs): Slower volume decay (~72h).

Profile-Based Calibration

The algorithm adjusts volume thresholds based on your selected "Capacity Profile". A "High Frequency" setting adjusts the decay rate to support more frequent sessions without triggering volume warnings.

Disclaimer: Adjustments are mathematical/algorithmic for training programming purposes only and do not rely on sensitive biological, medical, or physiological data.

This data feeds into the Body HUD, a visual heatmap on your profile showing exactly which muscles have High Accumulated Volume vs. those ready for Peak Performance.

Reporting & Symmetry

Symmetry Radar

A dynamic spider-chart that maps your training volume across 6 axes (Chest, Back, Arms, Shoulders, Legs, Cardio). It intelligently maps sub-groups (e.g., "Rear Delts" sets contribute to "Shoulders", "Lats" contribute to "Back"). Identify weak points instantly.

Mission Debriefs (PDF)

At the end of each month, generate a professional PDF Report. It compiles your total tonnage, "Gold Mode" PRs set, and attendance consistency into a magazine-style layout. Perfect for archival or coaching feedback.

Private Architecture

Why we are NOT on the App Store.

By bypassing Apple and Google's stores, we eliminate the middleman. GymOptic is a Private Server-Based PWA built on EU soil, adhering to the strictest privacy standards on the planet.

  • Zero Middlemen: No Apple ID or Google Play account required.
  • Direct Delivery: Updates are delivered instantly to your device, without App Store delays.
  • Full User Control: Your data lives here, not in a cloud ecosystem you can't control.
  • Self-Contained Core: We cut the cord. No Google Fonts. No external Scripts.

v2.1.0 Neural Vault Protocol

  • Zero-Knowledge Images: Machine photos are stored locally on your device (IndexedDB). They are never uploaded to our servers. We can't see them even if we wanted to.
  • No Biometrics: We do not store your body weight, age, or health data. We use abstract "Structural Profiles" for calculations to minimize risk.

Strict GDPR Compliance

We don't just "comply" with GDPR; we embrace it as a feature. You have a "Kill Switch" button in your settings that instantly and permanently erases every byte of your data from our servers. No "soft deletes", no "retention periods". Gone.

Non-Health Inference Clause: GymOptic does not analyze, infer, predict, or assess the user’s physical or mental health, fitness level, recovery state, injury risk, or medical condition. All visualizations represent abstract training load derived solely from user-entered workout logs and are not indicators of health or physiological status.

Visual indicators of intra-workout state (e.g., Prime, Active, Depleted) are strictly mathematical counters based on the number of sets logged in a given session. They are NOT biological, physiological, or medical measurements of the user's actual energy levels.

Security Protocol

Your data is yours.

HSTS / CSP Headers
Bcrypt Hashing
Cloudflare Tunnel
No 3rd Party Trackers

System Status: ONLINE

© 2025-2026 GymOptic. All rights reserved.