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hypertrophy-training肥大训练

Agent Skill

hypertrophy-training 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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GitHub

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2026-05-01

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请帮我安装这个 Agent Skill:hypertrophy-training(肥大训练)
来源仓库:https://github.com/disco-trooper/skills
仓库路径:skills/hypertrophy-training
安装命令:
npx skills add https://github.com/disco-trooper/skills --skill hypertrophy-training
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简介

hypertrophy-training 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。

  • 适用于健身计划制定、训练方案优化和营养指导等场景,帮助 Agent 获取专业训练建议。
  • 通过 npx skills add 命令从指定 GitHub 仓库安装,需结合原始 README 核验具体用法和功能细节。
  • 安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写操作。
  • 可结合来源仓库和 SKILL.md 继续核验具体用法,确保与当前宿主环境兼容。

SKILL.md

Evidence-Based Hypertrophy Training Guide

This skill provides a comprehensive overview of scientifically-backed principles for maximum muscle hypertrophy. All information is based on meta-analyses and systematic reviews from 2010 onwards, with emphasis on established findings from key researchers in the field.

Terminology: For definitions of terms like RIR, RPE, MEV/MAV/MRV, and other abbreviations, see references/glossary.md.

1. Basic Principles of Hypertrophy

1.1 Mechanical Tension - Primary Driver

Key Finding (Schoenfeld et al., 2017; Wackerhage et al., 2019):

  • Mechanical tension is the primary stimulus for molecular mechanisms of hypertrophy
  • Acute hormonal responses, metabolic stress, cell swelling ("pump") do not significantly contribute to hypertrophy
  • Sarcoplasmic hypertrophy as a standalone phenomenon lacks strong scientific support

1.2 Volume Landmarks (Renaissance Periodization)

For detailed volume recommendations by muscle group, see volume-landmarks.md.

Quick Reference:

  • MEV: 6-10 sets/muscle/week (minimum for growth)
  • MAV: 12-20 sets/muscle/week (optimal for most)
  • MRV: 20-26+ sets/muscle/week (maximum recoverable)
Note: Individual variation is ±50%. Start conservatively and adjust based on progress.

1.3 Optimal Per-Session Volume

Maximum per muscle per workout: 6-8 hard sets (Krieger, 2010 [PMID: 20300012]; Schoenfeld et al., 2017 dose-response [PMID: 27433992])

Why 6-8 sets specifically?

  • Meta-analyses show diminishing returns above ~10 sets/session
  • 6-8 sets = optimal stimulus vs. recovery ratio
  • Higher volumes are better split across multiple sessions (increased frequency)

2. Training Variables

2.1 Training Frequency

Schoenfeld et al. (2016) meta-analysis:

  • For hypertrophy: frequency has minimal impact when volume is matched
  • For strength: higher frequency has clear benefit
  • Practical recommendation: 2x per week per muscle (optimal for most)

2.2 Rep Range

Key Finding (Schoenfeld et al., 2017):

  • 5-30+ reps produces comparable hypertrophy when training close to failure
  • Higher loads (>75% 1RM) more effective for strength
  • Lower loads require more sets to reach complete failure

Practical rep range distribution:

Rep RangeUse CaseWhy
5-8Strength + hypertrophy, compound movementsHigh mechanical tension, efficient for nervous system
8-12"Sweet spot" for hypertrophyBalance between tension and metabolic stress, practical volume
12-20Isolation, metabolic stressLower joint stress, good for pump and technique
20-30BFR training, high fatigueEffective only with BFR or for very experienced

2.3 Proximity to Failure (RIR - Reps in Reserve)

Recommendations:

  • 0-3 RIR for most sets
  • Training to complete failure not necessary, but effective
  • 1-2 RIR = optimal balance of stimulus vs. recovery
  • Advanced lifters may need closer proximity to failure

2.4 Tempo / Time Under Tension

Research findings:

  • Slow eccentric phase (4s) → greater 1RM improvement and hypertrophy
  • Recommendation: 2-8 seconds total rep duration
  • Controlled movement > fast or extremely slow

2.5 Rest Periods

  • 2-3+ minutes for compound movements (maximize strength)
  • 60-90 seconds for isolation (maintain volume)
  • Rule: Rest enough to complete prescribed volume

3. Periodization

3.1 Periodization Models

ModelDescriptionBest For
LinearProgressive load increase, volume decreaseBeginners
DUP (Daily Undulating)Different intensities each workoutIntermediate+
Block3-6 week blocks with different focusAdvanced
AutoregulationRPE/RIR-based managementAll levels

Meta-analysis DUP vs LP:

  • DUP slightly better for strength (ES = 0.24)
  • For hypertrophy: comparable

3.2 Mesocycle Structure

Week 1: Accumulation (lower intensity, higher volume)
Week 2: Accumulation (moderate intensity)
Week 3: Accumulation (higher intensity)
Week 4: Intensification (lower volume, higher loads)
Week 5: Deload (50% volume, 60-70% intensity)

3.3 Deload Protocols

For detailed deload protocols see periodization.md.

Quick Overview:

  • Volume deload: 50% volume, full intensity
  • Frequency: Every 4-6 weeks

When to deload:

  • Systematically per plan
  • With accumulating fatigue
  • With stagnation 2+ weeks

4. Exercises and Exercise Selection

4.1 Lengthened Partials (Milo Wolf Research)

Key Finding (Wolf et al., 2023 [DOI: 10.47206/ijsc.v3i1.182]; Kassiano et al., 2023 [PMID: 37015016]):

  • Training at stretched position may provide additional hypertrophic stimulus
  • Lengthened partials = bottom 50-70% ROM
  • Practical suggestion: Consider including lengthened partial training for some exercises. The optimal proportion is not yet established—current research compares full ROM vs partial ROM, not optimal ratios for mixed programming.

Application examples:

MuscleExercises Emphasizing Stretch
BicepsPreacher curl (bottom half), incline curl
TricepsOverhead extension, skull crushers
ChestDB fly (stop before peak), cable crossover low
BackPullovers, seated row with stretch emphasis
QuadsLeg extension (bottom half), sissy squat
HamstringsSeated leg curl (better than lying), RDL
CalvesStanding calf raise - deep stretch

4.2 Stimulus-to-Fatigue Ratio (SFR)

High SFR exercises (prefer):

  • Machine exercises with good resistance curve
  • Cable exercises
  • Exercises at stretched position

Low SFR exercises (limit):

  • Heavy deadlifts (high systemic fatigue)
  • Barbell rows (spinal erector fatigue)
  • Leg press with extreme ROM

5. Nutrition for Hypertrophy

For complete nutritional protocols see nutrition.md.

Quick Overview

Protein: 1.6-2.2 g/kg body weight daily Caloric surplus: +200-500 kcal (depending on training status) Distribution: 4-6 protein doses daily, 0.4-0.55 g/kg per dose Pre-sleep: Casein or blended protein (30-40g)


6. Supplementation

For complete tier-based overview see supplements.md.

Quick Overview

Tier 1 (Recommended): Creatine 3-5g/day, Caffeine 3-6mg/kg, Protein as needed Tier 2 (Consider): Beta-alanine, Citrulline, Vitamin D (if deficient) Not Recommended: Turkesterone, Ecdysterone, most "testosterone boosters"


7. Recovery

7.1 Sleep

Recommendation: 7-9 hours of quality sleep

FactorImpact on Hypertrophy
<6 hours sleep-60% testosterone, ↓ MPS
Consistent timingBetter circadian rhythm
Room temperature18-20°C optimal

7.2 Cold Water Immersion (CWI)

WARNING: CWI may IMPAIR hypertrophy!

  • Roberts et al. (2015): Significantly lower hypertrophy with CWI
  • Mechanism: Blunts inflammatory response needed for adaptation
  • Recommendation: Avoid CWI after strength training (min 4-6 hours)

7.3 Active Recovery

  • Light cardio (60-65% HRmax, 20-30 min)
  • Mobility work
  • Foam rolling (acute relief, doesn't affect hypertrophy)

8. Advanced Techniques

TechniqueDescriptionWhen to Use
Drop setsSet to failure → -20-25% weight → continue1-2x per workout, isolation
Rest-pauseSet to failure → 15-20s → 4-6 repsEffective accumulation
Myo-reps12-15 activation set → mini-sets 4-6 repsTime-efficient
Giant sets3+ exercises without restMetabolic stress
Forced negativesAssistance in concentric, solo eccentricSparingly, high load

9. Training Splits

Overview

SplitFrequencyBest For
Full Body3x/weekBeginners, time-constrained
Upper/Lower4x/weekIntermediate
PPL6x/weekIntermediate-Advanced
Arnold6x/weekAdvanced bodybuilders
Bro Split5-6x/weekEnhanced athletes

Recommended Structure by Level

Beginner (0-2 years):

  • Split: Full Body 3x/week
  • Volume: 10-12 sets/muscle/week
  • RIR: 3-4 (learning technique)
  • Progression: Linear (every workout)

Intermediate (2-5 years):

  • Split: Upper/Lower or PPL
  • Volume: 12-20 sets/muscle/week
  • RIR: 3→1 during mesocycle
  • Progression: Weekly or bi-weekly

Advanced (5+ years):

  • Split: PPL, PHAT, or specialization
  • Volume: 16-26+ sets/muscle/week
  • RIR: 2-0, intensification techniques
  • Progression: Block periodization

10. Weak Point Training

Strategies for Lagging Body Parts

  1. Prioritization: Train weak part first in workout
  2. Frequency: Increase to 3x/week
  3. Volume: Add 2-4 extra sets
  4. Exercise selection: Exercises emphasizing stretch for that muscle
  5. Mind-muscle connection: Slower tempo, visualization

11. High vs Low Responders

Important: Individual response to training varies significantly (up to ±50% in hypertrophy outcomes). The volume landmarks, rep ranges, and other recommendations in this guide represent averages. Track your own progress and adjust accordingly.

Distinguishing Factors

FactorHigh Responders
Ribosomal biogenesisHigher
Satellite cellsGreater proliferation
Androgen receptorsHigher content
IGF-1 expressionElevated

Strategies for Low Responders

  • Increase frequency (3-4x/week per muscle)
  • Higher volume (20-30 sets/muscle/week)
  • Vary stimuli (different rep ranges, exercises)
  • Optimize recovery (protein 2.0+ g/kg, sleep 8+h)
  • Patience - progress is slower but still possible

Reference Files

For detailed information see files in references/:

When to Use Which File

SituationRead File
Creating training planprograms.mdperiodization.mdexercises.md
Stagnation / plateauperiodization.md (deload) → techniques.md
Exercise selection for muscle groupexercises.md
Nutrition / macro questionsnutrition.md
Supplement evaluationsupplements.md
Recovery / fatigue / overtrainingrecovery.md
Understanding why something worksmechanisms.md
Female-specific questionsfemale-training.md
Age-specific training (youth, masters, seniors)age-specific-training.md
Injury / paininjury-prevention.mdexercises.md (substitutions)
Progress trackingprogress-tracking.md
Motivation / adherence / mental strategiespsychology.md
Logging / tracking workoutssample-logs.mdprogress-tracking.md

Troubleshooting Decision Tree

Problem?
├── Not stagnating, but want to optimize
│   └── Read: periodization.md → techniques.md
├── Strength stagnation
│   └── Read: periodization.md (deload) → programs.md
├── Hypertrophy stagnation
│   └── Read: mechanisms.md → exercises.md (lengthened partials)
├── Fatigue / poor recovery
│   └── Read: recovery.md → nutrition.md
├── Injury / pain
│   └── Read: injury-prevention.md → exercises.md (substitutions)
├── Nutrition questions
│   └── Read: nutrition.md → supplements.md
├── Female-specific questions
│   └── Read: female-training.md
├── Age-specific questions (youth, masters, seniors)
│   └── Read: age-specific-training.md
├── Progress tracking
│   └── Read: progress-tracking.md
├── Cardio / conditioning questions
│   └── Read: cardio-interference.md → recovery.md
└── Motivation / adherence / mental blocks
    └── Read: psychology.md

Reference Files

  • mechanisms.md - Hypertrophy mechanisms (mTOR, MPS, satellite cells)
  • muscle-imbalances.md - Bilateral asymmetries, postural issues, correction protocols
  • nutrition.md - Detailed nutritional protocols, DIAAS, timing
  • periodization.md - Periodization models (LP, DUP, Block)
  • supplements.md - Complete tier-based supplement overview
  • recovery.md - Recovery strategies, sleep, CWI warning, hormonal optimization
  • cardio-interference.md - Cardio integration, AMPK-mTOR, interference minimization
  • techniques.md - Advanced techniques (drop sets, myo-reps, BFR)
  • programs.md - Sample programs by level
  • exercises.md - Exercise database, SFR, substitutions
  • female-training.md - Female-specific training considerations
  • injury-prevention.md - Injury prevention and management
  • progress-tracking.md - Progress tracking, metrics, apps
  • age-specific-training.md - Training adjustments by age group (youth, masters, seniors)
  • psychology.md - Training psychology, motivation, adherence, habit formation
  • glossary.md - Quick reference for training, physiology, and nutrition terms
  • sample-logs.md - Example training logs for different phases and levels
  • volume-landmarks.md - Detailed volume landmarks (MEV/MAV/MRV) by muscle group
  • meal-plans.md - Konkrétní příklady jídelníčků pro bulk/cut/recomp

Quick Navigation by Topic

If you need...Start withThen see
Build a plan from scratchprograms.mdperiodization.mdexercises.md
Optimize nutritionnutrition.mdsupplements.md
Break through plateauperiodization.mdtechniques.mdrecovery.md
Understand the sciencemechanisms.mdglossary.md
Train with injuryinjury-prevention.mdexercises.md (substitutions)
Prepare for competitionprograms.md (competition prep)nutrition.md (cutting)
Optimize hormones naturallyrecovery.md (hormonal section)nutrition.md
Body recompositionnutrition.md (recomp section)programs.md
Konkrétní jídelníčkymeal-plans.mdnutrition.md

Plan Creation Workflow

When creating a complete training program:

1. Gather info → Age, goals, experience, schedule, equipment
2. Read `programs.md` → Select appropriate split
3. Read `exercises.md` → Choose exercises per muscle
4. Read `periodization.md` → Structure mesocycles
5. Read `nutrition.md` → Set macros and timing
6. Optional: `calculators.py` → TDEE, protein, volume

Calculators

The scripts/calculators.py script provides common training calculations:

CommandDescriptionExample
tdeeTDEE calculation (Mifflin-St Jeor)python3 scripts/calculators.py tdee 80 180 30 m moderate
macrosMacronutrient targets by goalpython3 scripts/calculators.py macros 80 2500 bulk
1rmEstimate 1RM from submaximal liftpython3 scripts/calculators.py 1rm 100 8
proteinProtein needs by statuspython3 scripts/calculators.py protein 80 bulk intermediate
weekly-volumeVolume assessment vs landmarkspython3 scripts/calculators.py weekly-volume 6 2
volumeTraining volume metricspython3 scripts/calculators.py volume 4 10 80
rirRIR to %1RM conversionpython3 scripts/calculators.py rir 2

Usage:

python3 scripts/calculators.py <command> [args]

Key Researchers

  • Brad Schoenfeld (Lehman College) - Hypertrophy, volume, mechanisms
  • Stuart Phillips (McMaster) - Protein, mechanical tension
  • Eric Helms (AUT) - RIR/RPE, natural bodybuilding
  • Mike Israetel (RP Strength) - Volume landmarks
  • Milo Wolf (Updated 2025) - Lengthened partials research, multi-site trials
  • James Krieger (Weightology) - Meta-analyses
  • Michael Zourdos (FAU) - DUP, autoregulation

Sources

  1. Schoenfeld BJ et al. (2017). Strength and hypertrophy adaptations. J Strength Cond Res. PMID: 28834797
  2. Schoenfeld BJ et al. (2016). Effects of resistance training frequency. Sports Med. PMID: 27102172
  3. Morton RW et al. (2018). Protein supplementation meta-analysis. Br J Sports Med. PMID: 28698222
  4. Wolf M et al. (2023). Partial vs full ROM resistance training: A systematic review and meta-analysis. Int J Strength Cond. DOI: 10.47206/ijsc.v3i1.182
  5. Roberts LA et al. (2015). Cold water immersion and muscle hypertrophy. J Physiol. PMID: 26174323
  6. Schoenfeld BJ et al. (2010-2022). Multiple meta-analyses on hypertrophy mechanisms.
  7. Roig M et al. (2009). The effects of eccentric versus concentric resistance training on muscle strength and mass in healthy adults: a systematic review with meta-analysis. Br J Sports Med. PMID: 18981046
  8. Wackerhage H et al. (2019). Molecular mechanisms of muscle hypertrophy. Eur J Sport Sci. PMID: 30741116
  9. Kassiano W et al. (2023). Greater gastrocnemius muscle hypertrophy after partial ROM training at long muscle lengths. J Strength Cond Res. PMID: 37015016
  10. Kassiano W et al. (2023). Which ROMs lead to Rome? Systematic review of ROM effects on hypertrophy. J Strength Cond Res. PMID: 36662126
  11. Krieger JW (2010). Single vs. multiple sets of resistance exercise for muscle hypertrophy: A meta-analysis. J Strength Cond Res. PMID: 20300012
  12. Da Silva JJ et al. (2023). Effects of eccentric vs concentric resistance training on strength and hypertrophy. J Strength Cond Res. PMID: 36989393
  13. Zourdos MC et al. (2016). DUP vs traditional periodization for strength gains. J Strength Cond Res. PMID: 26398700
  14. Grgic J et al. (2018). Effects of training frequency for muscular strength: A systematic review and meta-analysis. Sports Med. PMID: 29470825
  15. Wolf M et al. (2025). Lengthened partial ROM resistance training is equally effective as full ROM training. PeerJ. PMID: 39959841
  16. Wolf M et al. (2024). The effects of lengthened-partial range of motion resistance training of the limbs on arm and thigh muscle cross-sectional area: a multi-site cluster trial (preprint). SportRxiv. DOI: 10.51224/SRXIV.485
  17. Pelland JC et al. (2025). The Resistance Training Dose Response: Meta-Regressions Exploring the Effects of Weekly Volume and Frequency on Muscle Hypertrophy and Strength Gains. Sports Med. PMID: 41343037
  18. Piñero A et al. (2024). Throwing cold water on muscle growth: A systematic review with meta-analysis of the effects of postexercise cold water immersion on resistance training-induced hypertrophy. Eur J Sport Sci. 24(2):177-189. PMID: 38621735
  19. Does Muscle Length Influence Regional Hypertrophy? A Systematic Review and Meta-Analysis. Int J Sports Med. PMID: 40570881
Note: All citations are verifiable via PubMed or DOI.

Changelog

v1.1.1 (2026-02-19)

  • Fixed calculators usage to use python3 + relative path
  • Corrected Roig 2009 PMID
  • Corrected/updated dose-response and ROM citations (Pelland/SportRxiv/IJSM)

v1.1.0 (2026-02-01)

  • Fixed Piñero 2024 citation (correct journal: Eur J Sport Sci)
  • Added version and last_updated metadata
  • Updated lengthened partials section with 2025 research consensus

v1.0.0 (Initial)

  • Complete hypertrophy training reference system
  • 17 reference files covering all major topics
  • Calculator scripts with tests

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