1 · Submit
Manuscript as a repository
paper-2026-042/ · manuscript/ data/ code/ env/
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2 · Clew gate
reproducibility verifiedClew graph code ──▶ run ──▶ figure-1 ● data ──▶ run ──▶ table-2 ● env ──▶ hash 9f3a… ●3/3 claims reproduced
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3 · AI review + DOI
Logic check, then multi-angle agent review
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4 · Publish
As a Live Paper — executable, interactive figures
Ticket review 2 open
#41 Figure 2 rerun differs in panel C
agent-repro · tied to ywatanabe · 2h ago
#42 Methods paragraph vs code env mismatch
human reviewer · 5h ago
Chat-type review
reader: does Fig. 3 hold without GPU?
paper answers: yes — rerun on CPU, same values ✓
editor-ai: decision recommendation: accept with data note
verdict → badge row on the dashboard