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Validates sports science algorithms (VDOT, TSS, TRIMP, FTP, VO2max, Recovery, Nutrition) for correctness
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| name | test-intelligence-algorithms |
| description | Validates sports science algorithms (VDOT, TSS, TRIMP, FTP, VO2max, Recovery, Nutrition) for correctness |
| user-invocable | true |
Validates sports science algorithms (VDOT, TSS, TRIMP, FTP, VO2max, Recovery, Nutrition) for mathematical correctness and physiological plausibility.
Run this skill:
tests/# Run all intelligence algorithm tests
cargo test intelligence -- --nocapture
# Fundamental algorithm validation
cargo test --test intelligence_tools_basic_test -- --nocapture
# Complex scenarios and edge cases
cargo test --test intelligence_tools_advanced_test -- --nocapture
# Test VDOT calculation
cargo test test_vdot -- --nocapture
# Test race predictions
cargo test test_race_prediction -- --nocapture
# Test training paces
cargo test test_training_paces -- --nocapture
Expected Values:
Beginner (5K in 30:00): VDOT ≈ 30-33
Intermediate (5K in 22:30): VDOT ≈ 45-48
Elite (5K in 16:00): VDOT ≈ 67-70
# Test Training Stress Score
cargo test test_tss -- --nocapture
# Test Chronic Training Load
cargo test test_ctl -- --nocapture
# Test Acute Training Load
cargo test test_atl -- --nocapture
# Test Training Stress Balance
cargo test test_tsb -- --nocapture
Expected Values:
Easy ride (IF=0.65, 60min): TSS ≈ 40
Threshold (IF=1.00, 60min): TSS = 100
VO2max interval (IF=1.15, 20min): TSS ≈ 44
Fresh athlete: CTL=80, ATL=40 => TSB=+40
Fatigued: CTL=70, ATL=100 => TSB=-30
# Test TRIMP calculation
cargo test test_trimp -- --nocapture
# Test gender differences
cargo test test_trimp_gender -- --nocapture
Expected Values:
Male, 60min @ 75% HRmax: TRIMP ≈ 90-110
Female, 60min @ 75% HRmax: TRIMP ≈ 80-95
# Test FTP estimation
cargo test test_ftp -- --nocapture
# Test 20-minute protocol
cargo test test_ftp_20min -- --nocapture
# Test 8-minute protocol
cargo test test_ftp_8min -- --nocapture
# Test ramp test
cargo test test_ftp_ramp -- --nocapture
Expected Values:
Beginner: FTP ≈ 150W (20min test: 158W × 0.95)
Intermediate: FTP ≈ 250W (20min test: 263W × 0.95)
Elite: FTP ≈ 380W (20min test: 400W × 0.95)
# Test VO2max estimation
cargo test test_vo2max -- --nocapture
# Test Cooper 12-minute test
cargo test test_cooper_test -- --nocapture
# Test VDOT to VO2max conversion
cargo test test_vdot_to_vo2max -- --nocapture
Expected Values:
Beginner: VO2max ≈ 35 ml/kg/min (Cooper: 1800m)
Intermediate: VO2max ≈ 49 ml/kg/min (Cooper: 2600m)
Elite: VO2max ≈ 67 ml/kg/min (Cooper: 3400m)
# Test recovery score calculation
cargo test test_recovery -- --nocapture
# Test sleep quality analysis
cargo test test_sleep_analysis -- --nocapture
# Test sleep stage scoring
cargo test test_sleep_stages -- --nocapture
Expected Values:
Well-rested: Recovery score > 70, Sleep quality > 80%
Adequate: Recovery score 50-70, Sleep quality 60-80%
Poor: Recovery score < 50, Sleep quality < 60%
# Test BMR/TDEE calculation
cargo test test_nutrition -- --nocapture
# Test macronutrient distribution
cargo test test_macros -- --nocapture
Expected Values:
Adult male (70kg, 30yo):
BMR ≈ 1700 kcal/day (Mifflin-St Jeor)
TDEE (moderate activity) ≈ 2600 kcal/day
tests/intelligence_tools_basic_test.rs - Basic algorithm teststests/intelligence_tools_advanced_test.rs - Advanced scenariossrc/intelligence/algorithms/ - Algorithm implementationssrc/intelligence/physiological_constants.rs - Bounds and constantsbook/src/intelligence-methodology.md - Research documentationrun-full-test-suite - Full test execution