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@omarsar0

Data & Evaluation 602 total tasks: 153 single‑app, 166 two‑app, 283 three‑app. Neo conversations are longer and denser (≈49% more tokens) than Plus. Execution steps cluster around 3–15. Automated checks (exact/fuzzy/execution‑based) compute pass rate after running agents inside a Dockerized office stack; LLM‑judge and human curation raise data quality.

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