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Designs conditioning programs that replicate sport-specific energy demands, movement patterns, and work-rest ratios for athletic performance transfer.
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/grimoire:apply-sport-specific-conditioningThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Design conditioning programs that replicate the energy system demands, movement patterns, and work-rest ratios of the target sport, so fitness built in training transfers directly to competitive performance.
Design conditioning programs that replicate the energy system demands, movement patterns, and work-rest ratios of the target sport, so fitness built in training transfers directly to competitive performance.
Adopted by: Professional team sport academies (EPL clubs, NFL franchises, NBA teams) have moved away from generic long slow distance (LSD) conditioning toward sport-specific small-sided games, interval work, and GPS-informed conditioning that mirrors actual match demands. Elite individual sport coaches (triathlon, swimming, cycling) use energy system profiling to allocate training stress by zone. Impact: Bangsbo (1994) established that soccer match play involves ~1,200 activity changes in 90 minutes, with a predominant aerobic base (80%+) but critical anaerobic bursts. Programs designed to replicate this outperformed generic aerobic conditioning programs for soccer-specific fitness. Bradley et al. (2009, Journal of Sport Sciences) showed Premier League players cover 10-13km per match with 1-1.4km at high intensity — conditioning that ignores these metrics fails to prepare athletes for match demands.
Analyze the sport to determine the energy system contribution:
For team sports: use GPS or time-motion analysis data from matches. If unavailable, use published norms for the sport.
Identify the dominant movement patterns in competition:
Conditioning work should replicate the locomotive and sport-specific patterns — not just elevate heart rate through unrelated movements.
Extract work-rest ratios from match analysis:
Design conditioning intervals to match these ratios.
Match training format to the sport profile:
Small-sided games (SSGs): best for team sports; replicate movement patterns, decision-making, and energy demands simultaneously. Manipulate pitch size, player numbers, and rules to adjust intensity.
Repeated sprint training (RST): 6-10 sprints × 20-40m with 20-30 sec rest — develops the repeated sprint ability (RSA) that team sport athletes need.
High-intensity interval training (HIIT): 4 min at 90-95% HRmax × 4 intervals with 3 min active recovery — builds VO2max base for intermittent sport athletes.
Tempo runs/circuits: for sports with sustained sub-maximal aerobic demands — design circuits that keep HR at 65-75% HRmax for 20-30 min using sport-relevant movements.
Use GPS, HR monitors, or session RPE (sRPE = RPE × session duration) to track load. Compare to match demands data. If in-game performance metrics (sprint count, high-intensity distance) are declining mid-season, conditioning load is insufficient or recovery inadequate.
npx claudepluginhub jeffreytse/grimoire --plugin grimoireDesigns periodized resistance training programs aligned to sport phase — selects reps, sets, rest, and exercises for hypertrophy, strength, or power goals.
Applies exercise science knowledge to program design, periodization, biomechanics, injury prevention, and evidence-based training methodology.