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skills: add W&B reactive safety guidance - #649

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ktaletsk wants to merge 1 commit into
wandbify_skillsfrom
wandbify_skills_marimo_reactive_safety
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skills: add W&B reactive safety guidance#649
ktaletsk wants to merge 1 commit into
wandbify_skillsfrom
wandbify_skills_marimo_reactive_safety

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Summary

  • treat form submission and run-button clicks as the consent boundary for remote W&B writes
  • document molab authentication and credential-safety expectations
  • encode W&B remote-state ordering through explicit results or completion dependencies
  • require synchronization before Artifact, Public API, or Registry consumers
  • add idempotent re-submission and final-verification checks

Context

This PR is intentionally stacked on #647 and targets its wandbify_skills branch. It contains only skill guidance; no notebook conversions are included.

The additions capture recurring issues found while repairing converted W&B notebooks: marimo cannot infer ordering from mutations to run, config, Artifact, or remote W&B state, and reactive evaluation must not trigger remote writes before explicit user submission.

Validation

  • quick_validate.py: skill is valid
  • git diff --check: passed

@ktaletsk
ktaletsk requested a review from ngrayluna August 31, 2026 15:27
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