RENNES 2-2 PSG - ANALYSIS - Rennes: 7 shots / 3 on target / 31% possession / 245 passes → 2 goals - PSG: 17 shots / 5 on target / 69% possession / 708 passes → 2 goals Calculation of Efficiency: - Rennes conversion rate: 2 goals / 3 on target = 66.7% - PSG conversion rate: 2 goals / 5 on target = 40% - Passes per goal: Rennes = 245 / 2 = 122.5 / PSG = 708 / 2 = 354 Rennes is 2.9x more efficient than PSG. This is less extreme than Monaco (4.4x), but the same pattern applies. THE 3-MATCH PATTERN: Match | PSG Poss | PSG Shots/Goals | Opp Poss | Opp Efficiency | Result Lille 2-2 | 71% | 18/2 | 29% | 3.37x | Draw PSG 1-2 Monaco | 66% | 21/1 | 34% | 4.4x | Loss Rennes 2-2 | 69% | 17/2 | 31% | 2.9x | Draw *Conclusion for https://t.co/jFC2XaRRnl:* > PSG dominates possession but is punished by poor conversion. Teams with 30–34% possession are 3x more efficient. This is a signal to FADE THE POSSESSION. Your `steelldy_auto_weekend.py` will automatically tag these matches as: if possession > 65 and conversion < 20% and result != "win": alert = "HIGH POSSESSION TRAP - FADE" *For the `steelldy_twitter_bot.py`, the auto-generated text for this Rennes 2-2 match:* RENNES 2-2 PSG - STEELLDY REPORT Rennes: 31% possession, 7 shots = 2 goals PSG: 69% possession, 17 shots = 2 goals Efficiency: REN 122 passes/goal vs PSG 354 passes/goal = 2.9x F. @Torres (71', 82') saves PSG, but @szymanski__17 (9') and @lepaul9 (38') = GEMS at 74% accuracy. https://t.co/jFC2XaRRnl