Lifting Intel

Biomechanical Computation Engine — 92 exercises × 26 muscles across 5 matrix versions

Matrices

Matrix v2

Activation (92×26)

Integer scale 0–5. Raw exercise-muscle activation.

Matrix v2

Role-Weighted (92×26)

Float 0–1. Hierarchical role weighting per muscle.

Matrix v3

Phase Model (92×26×3)

Float 0–5. Per-phase activation: initiation, midrange, lockout.

Matrix v4

Bottleneck Coefficients (92×26)

Float 0–1. Per-muscle bottleneck pressure.

Matrix v5

Stabilization (92×26×2)

Float 0–1. Dynamic and stability components.

Datasets

Version Registry

All matrix versions with row counts.

Composite & Presets

Composite

Muscle Profile Index (26 muscles)

Composite score (0–100) with full JSONB payload per muscle.

Presets

Weight Vectors

Named presets (hypertrophy, strength, injury) with weight distributions.

Lift Logging

Lifts

Set Logging

Log lift sets with exercise resolution, auto-computed tonnage.

POST/lifts/sets
POST/lifts/sets/batch
Reports

Weekly Muscles

Multi-Lens Stimulus Report

Per-muscle stimulus for an ISO week, viewed through any matrix lens.

Legacy Reports

Weekly Stimulus (v1)

Original weekly report using volume_logs table.

Coach

Weekly Balance

Underfed vs Overtaxed

Per-muscle underfed/overtaxed scores with classification. Uses direct dose, bottleneck, and stability signals.

Session Recommender

Compound vs Isolation

Recommends exercises targeting underfed muscles with redundancy, bottleneck, and stability penalties.

Session Plans

Plan & Execute Loop

Snapshot a recommended plan, log sets, then link them for compliance analysis.

POST/coach/session/start
POST/coach/session/complete
Optimizer

Weekly Template

Slot-Aware Optimizer

Greedy selection with redundancy, bottleneck, and stability penalties. Uses exercise_tags for candidate pools.

Legacy Optimizer

Greedy Set-Cover

Original coverage-based exercise selection.

API Reference

Docs

Interactive API Docs

Swagger UI ReDoc