Prototype auto-labels GitHub issues with Microsoft-Decision-1 and confidence thresholds
jennifermarsman · x · 2026-10-14
Jennifer Marsman built a simple prototype web app that takes a GitHub repo URL, pulls its issues, categorizes them with Microsoft-Decision-1 against user-defined labels, and publishes labels back to GitHub.
She notes the model outputs confidence probabilities, so labels can be gated by a confidence threshold to reduce mislabeling.
Related event: Developer builds Decision-1 prototype to auto-label GitHub issues(2 posts)→
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