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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
ocr1Amazon ECR (0.14)
odoo1Sales & Operations Planning (0.11)
olm1Large Language Models (0.14)
onedrive for business1Oracle EBS (0.30)
on-premises erp integration1CI/CD (0.32)
onsite-offshore delivery1CI/CD (0.26)
openai api1FastAPI (0.25)
openapi1Elasticsearch (0.27)
openlab cds1Elasticsearch (0.21)
opentok1Elasticsearch (0.27)

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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