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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
management reporting1Team Leadership (0.42)
matplotlib1MATLAB (0.20)
mentorship1Team Leadership (0.17)
message trace1Dynatrace (0.32)
meta-llama-3-8b-instruct1Instagram (0.19)
metalogix1Meta Ads (0.27)
microsoft 365 admin center1Microsoft Office (0.52)
microsoft azure fundamentals1Microsoft Azure (0.55)
microsoft fabric1Microsoft Office (0.48)
microsoft iis1Microsoft Office (0.56)

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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