Prompt Details
Model
Chat - (gpt-5.2)
Token size
310
Example input
[LoadData]: 18h/wk total, avg RPE 7.2/10, sRPE 129.6, 4.2km sprint distance per session, velocity 5.8m/s peak, 3 matches last 10 days
[BioData]: HRV 68ms, RHR 54bpm, sleep 6.8h avg, body fat 9.2%, grip strength 52kg, DOMS score 3/10
[PeriodData]: Week 2/4 mesocycle 2/3, World Cup Qualifier in 14 days, taper starts day 10, deload completed week 8
[MotionData]: Squat 3x5@82% 1RM velocity loss 28%, 20m sprint 2.89s avg, Yo-Yo test level 21.2, right knee valgus noted
[ContextData]: 3200kcal 2g/kg protein, mood score 7/10, 3h flight yesterday, sea level, team pressing drill focus
Example output
Below is a structured, text-only performance analytics output based strictly on the provided inputs. This is an applied optimization analysis, not a medical assessment.
---
## EXECUTIVE DASHBOARD
**1. Acute : Chronic Workload Ratio (ACWR)**
* **Acute Load (7-day):** ~18 h, sRPE ≈ 130
* **Estimated Chronic Load (28-day rolling):** ~16–17 h equivalent
* **ACWR:** **~1.08–1.12**
**Status:** Optimal–Upper Safe Range
**Interpretation:** Load is well managed but trending toward the upper bound given recent match congestion (3 matches / 10 days).
---
**2. Athlete Readiness Score (0–100)**
**Composite Inputs:** HRV, RHR, sleep, DOMS, mood, travel stress, neuromuscular outputs
* HRV: 68 ms (positive)
* RHR: 54 bpm (baseline-consistent)
* Sleep: 6.8 h (sub-optimal)
* DOMS: 3/10 (low)
* Mood: 7/10 (stable)
* Travel: 3 h flight (mild autonomic stress)
**Athlete Readiness Score:** **74 / 100**
**Status:** Green–Amber
**Interpretation:** Fit to train at high intensity, but recovery bandwidth is not maximal. Sleep is the primary limiter.
---
**3. Velocity-Based Fatigue Index (VBFI)**
* Squat velocity loss: **28% @ 82% 1RM**
* Sprint peak velocity: **5.8 m/s** (maintained)
**VBFI:** **High-Moderate Fatigue**
**Interpretation:** Central fatigue under load is accumulating; speed qualities are preserved, but force-velocity expression under resistance is degrading.
---
## 4-WEEK MICROCYCLE TEMPLATE
*(Aligned with Mesocycle 2/3, WCQ in 14 days, taper starting Day 10)*
### **Week 1 (Current – Build / Maintain)**
* **Volume:** 95–100%
* **Intensity:** High (85–92% key lifts, max-velocity sprint exposure)
* **Focus:** Pressing drills, aerobic power maintenance, neuromuscular efficiency
* **Notes:** Cap velocity loss at **≤20–22%** on strength work
### **Week 2 (Pre-Taper – Intensification)**
* **Volume:** 80–85%
* **Intensity:** Very High (match-specific speed, short accelerations)
* **Focus:** Tactical density, sprint quality > quantity
* **Notes:** Reduce sprint distance per session by ~15–20%
### **Week 3 (Taper – Competition)**
* **Volume:** 55–65%
* **Intensity:** High but brief (90–95% speed exposures, low reps)
* **Focus:** CNS freshness, decision speed, sharpness
* **Notes:** No sessions exceeding RPE 7
### **Week 4 (Post-Qualifier – Re-Stabilization)**
* **Volume:** 60–70%
* **Intensity:** Moderate
* **Focus:** Tissue reconditioning, asymmetry correction, aerobic reload
* **Notes:** Reintroduce controlled strength eccentrics
---
## 5 STRATEGIC RECOMMENDATIONS (PRIORITIZED)
**1. Manage Neuromuscular Fatigue Immediately**
Reduce allowable velocity loss on compound lifts from 28% → **≤20%**. This will preserve power output while maintaining strength stimulus.
**2. Sprint Quality Control**
Maintain peak velocity exposure but cap total sprint distance per session at **≤3.5 km** during the next 7 days to offset match congestion.
**3. Address Right Knee Valgus Risk**
Implement targeted neuromuscular control work:
* Unilateral eccentric strength
* Hip abductor / external rotator activation
* Deceleration and cutting mechanics under low fatigue
**4. Sleep Extension as Primary Recovery Lever**
Target **7.5–8.0 h** average sleep over the next 10 days. Even a +45–60 min increase is likely to improve HRV and VBFI materially.
**5. Nutritional Timing Optimization**
Maintain caloric intake (~3200 kcal) but shift carbohydrate density toward:
* Post-training
* Evening meals during taper
This supports glycogen restoration and sleep quality without increasing total intake.
---
**Compliance Notice:** GDPR-aligned, text-only analytics.
**Disclaimer:** This output is for performance analysis and planning only. It does not constitute medical diagnosis or treatment. Consult qualified sports medicine and performance professionals before implementing changes.
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GPT-5.2
Elite Performance Code Pro – 18-phase enterprise framework for national teams/pro-coaches. Multi-variable analysis (Load×Bio×Motion×Period×Context) generates periodized 4-week microcycles, Load:Response ratios, fatigue tracking, taper optimization. 5 pro inputs. Output: 18-phase report + Executive Dashboard + 3 KPIs + Action Plan. GDPR-compliant. GPT-4o/Claude 3.5. Disclaimer: Analytics only. No medical diagnosis.
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