Claude-skill-registry biomechanics-validation

Validates jump metrics against physiological norms. Use when analyzing CMJ or drop jump results, discussing RSI values, jump heights, ground contact times, or when metrics seem unusual.

install
source · Clone the upstream repo
git clone https://github.com/majiayu000/claude-skill-registry
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/biomechanics-validation" ~/.claude/skills/majiayu000-claude-skill-registry-biomechanics-validation && rm -rf "$T"
manifest: skills/data/biomechanics-validation/SKILL.md
source content

Biomechanics Validation

When reviewing jump metrics, validate against these norms:

RSI (Reactive Strength Index)

PopulationRSI Range
Recreational0.5-1.5
Trained1.5-2.5
Elite2.5-3.5

Flag values > 3.5 as potentially erroneous (measurement or technique issue).

CMJ Jump Height

PopulationMale (cm)Female (cm)
Recreational25-4020-35
Trained40-5535-45
Elite55-70+45-55+

Ground Contact Time (Drop Jump)

RangeInterpretation
< 100 msLikely sensor/detection error
150-250 msOptimal reactive strength
250-350 msAcceptable, technique improvement possible
> 400 msTechnique issue or fatigue

Flight Time

Jump TypeTypical RangeFlag If
CMJ400-600 ms> 800 ms
Drop Jump350-550 ms> 700 ms

Triple Extension (CMJ)

All three joints should approach full extension at takeoff:

  • Hip: > 160° (optimal: 170-180°)
  • Knee: > 160° (optimal: 170-180°)
  • Ankle: > 130° (plantar flexion)

Countermovement Depth (CMJ)

DepthInterpretation
< 20 cmShallow - may limit power generation
20-40 cmOptimal range
> 50 cmDeep - may indicate technique issue

Validation Response Format

When validating metrics, provide:

  1. Status: Normal / Warning / Error
  2. Value: The actual metric value
  3. Expected Range: Population-appropriate range
  4. Interpretation: Coaching-friendly explanation
  5. Recommendation: If outside norms, suggest next steps

Example Validation

RSI: 2.8
Status: Normal (Elite range)
Expected: 2.5-3.5 for elite athletes
Interpretation: Excellent reactive strength capability
Ground Contact Time: 85 ms
Status: Warning
Expected: 150-250 ms optimal
Interpretation: Unusually short - likely detection error
Recommendation: Review debug video for takeoff/landing detection accuracy