feat: environment redesign — real CSV data, shaped rewards, difficulty tiers

fix: fallback to max_completion_tokens for newer models

fix: inference.py runs all 3 tasks with proper [START]/[STEP]/[END] per task

feat: add /tasks and /grade endpoints for competition validator

fix: move all files to repo root (HF Spaces requires README.md at root)