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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
sdd1SAP SD (0.25)
sdlc & v-model documentation1EMR Documentation (0.45)
seaborn1Search Engine Optimisation (0.20)
security & compliance center1Taxation (0.37)
service health dashboard1Microsoft Dataverse (0.29)
servlets1Microsoft SQL Server (0.27)
sharepoint 2019 on-prem1SharePoint (0.46)
shopify1Shell scripting (0.22)
sikuli1Shell scripting (0.11)
simulation & elearning content creation1Content Writing (0.48)

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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