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Schema, prompts & taxonomy

What gets pulled out of a resume, which skills it matches to, and how search works. An edit takes effect on the next document parsed — no restart, no deploy. Already-parsed documents keep what they have.

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Skills the taxonomy could not place
Found on real resumes and not matched to anything in the vocabulary. Add the genuine ones to skills.json below — as a new skill, or as an alias of one that already exists. Saving re-matches every resume already parsed, so nothing needs re-uploading.
As writtenSeenClosest existing skill
microsoft migration manager1Microsoft Graph (0.37)
microsoft powerpoint1Power BI (0.60)likely an alias
microsoft word1Microsoft Office (0.53)
migration manager1Meta Ads (0.32)
mis dashboards1Azure DevOps (0.22)
mlflow1Airflow (0.25)
mlops1Machine Learning (0.29)
mm1SAP MM (0.43)
moltin1MongoDB (0.18)
ms outlook1Microsoft Office (0.24)

A high closeness score usually means the same skill spelled differently — add it to that skill's aliases. A low one usually means something the vocabulary genuinely doesn't have yet, or noise worth ignoring.

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