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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
vertex ai agent builder1AWS CodeBuild (0.17)
waterfall1Amazon CloudWatch (0.16)
wbts1TypeScript (0.14)
web based application testing1Elastic Load Balancing (0.33)
web development1Android (0.50)
whatsapp integration1CI/CD (0.38)
windows 71Microsoft Windows (0.80)likely an alias
woocommerce1Google Workspace (0.12)
workarea customization1Docker (0.21)
xampp1C++ (0.11)

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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