crossfit-programmer

Program personalized CrossFit sessions and microcycles from a comprehensive movement library with scalable variations. Use when users ask to create a WOD, adapt training for equipment/skill/injury constraints, or generate training that accounts for recent session history and movement-pattern fatigue.

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Install skill "crossfit-programmer" with this command: npx skills add bandrw/crossfit-programmer/bandrw-crossfit-programmer-crossfit-programmer

CrossFit Programmer

Create structured WODs that match user goals, available time, equipment, skill level, and recent training context.

Quick Start

  1. Gather or infer the athlete profile:
  • Goal (engine, strength, skill, mixed)
  • Session length in minutes
  • Fitness level (beginner, intermediate, advanced)
  • Available equipment
  • Limitations (avoid_patterns, avoid_movements)
  • Preferred modalities (optional)
  • Desired WOD type (optional: amrap, for_time, emom, chipper, interval)
  1. Prepare a profile JSON using references/sample-profile.json as the template.

  2. If available, provide recent workout history using references/sample-history.json as the template.

  3. Generate a WOD with the deterministic script:

node scripts/generate_wod.js \
  --profile-file references/sample-profile.json \
  --history-file references/sample-history.json
  1. If needed, request JSON output for programmatic reuse:
node scripts/generate_wod.js \
  --profile-file references/sample-profile.json \
  --history-file references/sample-history.json \
  --output json

Programming Rules

  • Include warm-up, main work, and cooldown.
  • Reduce repeated stress from very recent sessions by down-weighting repeated patterns and exact repeated movements.
  • Prioritize equipment-available movements.
  • Scale movement complexity to the user level while still offering progression options.
  • Preserve modality balance unless the user explicitly asks for a biased day.
  • Enforce movement coherence inside each piece (EMOM/AMRAP/chipper stations should share setup and context).
  • Only program context-dependent variations when the context exists:
    • Bar-facing burpee is only valid if a barbell movement is in that same piece.
    • If no barbell lift is present, use standard burpee or lateral burpee instead.
    • Burpee box jump over is only valid if a box is already in that lane/piece.
    • Toes-to-bar, chest-to-bar pull-up, and pull-up variants require pull-up bar access in that piece.
    • Wall-ball shots are only valid when a wall-ball target and wall-ball are available for that piece.
    • Rope climb is only valid when a rope and safe descent setup are available; otherwise use rope pull or pull-up progressions.
    • Ring dip and ring muscle-up are only valid when rings are already set at working height in that piece.
    • Handstand walk is only valid when there is clear lane space; otherwise use handstand hold or wall-supported handstand work.
  • Minimize pointless station transitions; prefer combinations that can be performed in one lane with shared equipment.

Resources

  • references/movements.json: movement library with modality, patterns, effects, equipment, and variations.
  • references/sample-profile.json: canonical input profile template.
  • references/sample-history.json: recent training context template.
  • scripts/generate_wod.js: deterministic generator that turns profile + history into a full WOD.

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