Dominates competitive coding challenges, hackathons, Kaggle, data science competitions, AI/ML contests, CTFs, buildathons, and any timed or scored coding event. Use when user says "competition", "challenge", "hackathon", "Kaggle", "submission", "leaderboard", "scoring", "evaluation criteria", "help me win", "solve this problem", "beat the score", "improve my score", "my score is", "top score is", or "prepare presentation for competition". Also use when user uploads competition datasets, sample submissions, or evaluation scripts. Do NOT use for general coding tutorials, creative writing, factual questions, or tasks unrelated to competitive/scored events. Do NOT use for routine software development without a scoring rubric or deadline.
2026-03-13