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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
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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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