fix: clamp all scores in grader AND inference to (0,1) exclusive

fix: use [START]/[STEP]/[END] format with flush=True

fix: aggressive speed optimization - sample 5 attacks/queries, concurrent eval, timeouts

fix: add inference.py at repo root