Automated Coach Report
Hey Everyone!!
Over the last few weeks, I’ve been developing an automated script that reads your last N matches via the League API. It generates five different reports per lane (Top, Mid, Jg, ADC, Supp) detailing your stats, strengths, weaknesses, counters, snowball potential, and more. I’ve also designed a specialized LLM prompt that analyzes these reports to provide actionable conclusions on how to improve your playstyle, whether you're looking to climb the solo ladder or improve team synergy.
I want to make this script even more productive by incorporating high-value statistics. While League offers a massive amount of data, I feel like I’ve hit a plateau with the current metrics.
Current features include:
- Performance Summary: Solo/Duo and Flex analysis, win rates, and KDA.
- Laning Phase: CS@10/15, Gold@15, Gold/CS differentials, and lane leads.
- Combat & Vision: Damage per minute, damage share, kill participation, and vision score/VPM.
- Advanced Metrics: Takedowns before 14 mins, matchup analysis, and teammate/duo synergies.
- Baselines: Comparisons against data extracted from League of Graphs.
I’d love some feedback: what features or data points, graphs, analysis would the community like to see that current sites (like League of Graphs or OP.GG) don’t offer?