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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
angular 101Angular (0.73)likely an alias
angular 161Angular (0.73)likely an alias
angular 81Angular (0.80)likely an alias
ap ar1Accounts Payable (0.60)likely an alias
api-based integrations with microsoft 3651Microsoft Office (0.33)
api integration1CI/CD (0.44)
apim1Accounts Payable (0.33)
api management1Team Leadership (0.55)
apis1REST APIs (0.50)
appain1Cybersecurity (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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