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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
digital twin2DigitalOcean (0.42)
excellence team building & leadership2Team Leadership (0.44)
exploratory2Express.js (0.18)
fhir2Facebook (0.14)
functional2Azure Functions (0.44)
html css2HTML (0.56)
hybrid search2Elasticsearch (0.32)
integration2CI/CD (0.52)
interoperability2Internal Audit (0.19)
java spring boot2Spring Boot (0.71)likely an alias

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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