Explore Trace

Generate any of Trace's 1,000 tasks across 277 scenes and 11 visual domains. Every image, prompt, typed answer, annotation, reward contract, and public execution trace comes from the same deterministic state.

1 · Domain
2 · Scene
3 · Task (searchable)

Inputs are limited to a registered task and integer seed. Generation uses max_attempts=100.

Curated gallery · 22 deterministic presets, two per domain

Choose a task and seed, then select Generate task.

Trace uses metadata contracts—not pixels—as verifier ground truth. The overlay is an inspection aid; the typed payload and reward contract are authoritative.

GitHub · Documentation · Dataset · Paper