generated from coulomb/repo-seed
research: Jupyter Notebooks deep dive; UC-84 (SHARD-WP-0004 T3)
.ipynb JSON cells + embedded computed outputs with fragile execution provenance; derived output stored inside the source. Non-Markdown/lossy; kernel = capability, default = present snapshot + static render. Enriches UC-54/55/59/35; links UC-32/83/79. Marks T3 done. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@@ -92,7 +92,7 @@ provenance, and reproducibility. Enrich UC-54 (query/computation-defined content
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```task
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id: SHARD-WP-0004-T3
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status: todo
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status: done
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priority: high
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state_hub_task_id: "3d35d58f-a9ea-44f9-89ea-d89205da8d8b"
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```
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