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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
cost optimization1Search Engine Optimisation (0.41)
cross-functional team collaboration1Azure Functions (0.23)
cursor1Concourse CI (0.13)
custom-built gxp software1System Design (0.24)
customer operations1CRM (0.33)
cutover dry runs go no-go risk identification issue resolution1Amazon SNS (0.16)
cutover readiness reviews and go no-go assessments1AWS IAM (0.13)
cutover strategy development & mock rehearsals1Content Writing (0.24)
cybersource plugin1Cybersecurity (0.22)
dash1Shell scripting (0.25)

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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