The V-Taper Workout & Nutrition OSv2.0

Track every rep. Build the physique.

Intelligent double progression workout tracking, instant AI food scanning, InBody composition OCR, and an AI coach built for real aesthetic progress.

0ms Instant

Optimistic local-first UI

Double Progression

Automated weight overload

Vision AI OCR

Meals & InBody scans

100% Offline

Works in gym basements

Muscle Memory OS

Live Interactive Demo

Push Day: Chest & ShouldersRotation Day 1 of 5

Incline Dumbbell Press

Target: 3 sets x 6 to 8 reps at RPE 8.5

01:45Rest

Watch Alert Ready

SetPrevious TargetRepsLog Set

34 kg(8 reps)

8 reps

34 kg(8 reps)

8 reps

34 kg(8 reps)

8 reps

Double progression algorithm active

Engineered For Real Hypertrophy

Everything your training needs. Zero fluff.

Built from the ground up for dedicated lifters who care about progressive overload, verified body composition, and effortless daily nutrition.

Workout Engine

Double Progression Overload

Hit the ceiling of your rep bracket, and Muscle Memory automatically calculates your next weight target. No guessing, no plateauing.

Auto-promoted working weights upon hitting rep targets

Built-in RPE and intensity scale tracking

Cross-program exercise history memory

Architecture

0ms Instant Optimistic UI

Gym basements have terrible cell service. Muscle Memory updates your screen instantly and stores data in local IndexedDB before syncing.

Zero loading spinners

Full offline workout & food logging

Automatic background sync

Multimodal AI

AI Food & Label Scanner

Snap a photo of your plate or barcode-free nutrition label. Gemini AI identifies ingredients, estimates portions, and logs macros in seconds.

Photo-to-macro estimation for complex meals

Nutrition label OCR for packaged items

Fast custom food & template presets

Body Tracking

InBody & DEXA Printout OCR

Stop manually entering clinical scan sheets. Snap a picture of your InBody or DEXA report to parse weight, Skeletal Muscle Mass, and body fat.

Automated printout date & metric extraction

Multi-metric physique trend charts

Accurate muscle vs fat composition delta

Gym Reality

Intelligent Swap & History Memory

Gym equipment taken? Swap any exercise in one tap. Your historic weights carry over to the replacement variation so you never lose momentum.

Instant 1-tap exercise substitution

Preserved progressive overload curves

1-tap revert when original equipment frees up

Haptic Alerts

Background Rest & Wrist Vibration

Rest timers continue running even when your phone is locked. System notifications vibrate your smartwatch so you never over-rest between heavy sets.

Haptic watch buzz when rest ends

One-tap set start from lock screen

Custom rest presets per exercise type

Physique First Approach

Built for the V-Taper. Engineered for consistency.

Most workout apps treat all exercises as random data points. Muscle Memory organizes your training around visual balance and aesthetic hypertrophy: wide lats, round side delts, upper chest shelf, and athletic legs.

Rotation Cadence, Not Rigid Calendars

Life happens. If you miss a Tuesday, you should not be forced into skipped leg days. Muscle Memory rotates your routine in sequence so every muscle group gets stimulated on schedule.

AI Rest Day Guardian

Unscheduled rest day? Gemini AI reviews your justification. Legitimate recovery and illness protect your streak, while unexcused skipping keeps you honest.

V-Taper Split Architecture

5-Day Rotation

Day 1:Push: Chest, Shoulders, Triceps

Incline Press, Lateral Raises, Overhead Extensions

Day 2:Pull: Lats, Upper Back, Biceps

Weighted Pullups, Neutral Grip Pulldowns, Curls

Day 3:Legs: Quads, Hamstrings, Calves

Squats, Romanian Deadlifts, Standing Calves

Day 4:Upper: Width & Shoulder Specialization

Cable Lateral Partials, Low-to-High Flyes, Facepulls

Day 5:Lower & Core: Power & Posture

Leg Press, Hamstring Curls, Hanging Leg Raises

Completed in natural cadence with zero artificial calendar resets.

The Difference

Built for serious lifters. Not casual counters.

See how Muscle Memory compares to traditional fitness apps, bloated subscriptions, and outdated gym spreadsheets.

Feature

Traditional Apps

Muscle Memory

Progression Logic

Manual notes, spreadsheets, or guesswork

Automated double progression rep & weight algorithm

Food & Nutrition Logging

Clunky 5-step search per ingredient

0ms instant optimistic UI plus AI camera & label scanner

Body Composition Tracking

Basic scale weight with zero body fat context

InBody & DEXA scan printout AI OCR extraction

Gym Equipment Swaps

Deletes your working history or logs duplicate exercises

Smart swap memory links working weights automatically

Offline Gym Reliability

Spinning loading screens on weak gym Wi-Fi

100% offline-first storage with background sync

Smartwatch Rest Alerts

Requires phone screen to remain on and unlocked

Background haptic wrist notifications on watch

Install in Seconds

Install on any device. Works 100% offline.

No app store download required. Muscle Memory runs as a standalone progressive web app or native Android package.

iOS / iPhone

Install directly from Safari in two taps. Launches as a full screen native app with watch vibrations.

1Open musclememory.app in Safari

2Tap the Share button at the bottom

3Select "Add to Home Screen"

Full standalone screen mode

Android / APK

Install in Chrome with one click or download the native Beta APK for full offline support.

1Tap "Install App" in Chrome banner

2Or download direct APK file below

3Full background rest notifications

Desktop & Web

Use on Mac, Windows, or Linux. Perfect for reviewing workout volume and editing routines on a large screen.

1Open musclememory.app in any browser

2Click Install icon in address bar

3Enjoy fast keyboard shortcuts & sync

Full keyboard & mouse support

Got Questions?

Frequently Asked Questions

Everything you need to know about the platform, tracking, and installation.

Double progression sets a target rep range for each exercise (for example, 6 to 8 reps). You keep the weight constant until you hit 8 reps across all working sets. Once you hit the top of the bracket, Muscle Memory automatically increases your next target weight and resets the rep target to 6 reps.

Ready to build your best physique?

Start tracking with automated double progression, instant AI meal scanning, and clinical body composition analysis today.