ChatGPT5.5 with a tool harness cracks Sokoban: 68 tool calls in 3 minutes

tak3sh8 · x · 2026-09-26

The author stress-tested ChatGPT5.5 on Sokoban puzzles: a bare first attempt (no setup, 10 minutes in) was already encouraging. After adding tools to the agent harness, one run made 68 tool calls in 3m 5s and performed markedly better — a demonstration of how bolting tools onto an agent harness amplifies a model's puzzle-solving ability.

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