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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
hl7 interfaces1Internal Audit (0.20)
hplc1Hadoop (0.11)
hr1EMR Documentation (0.17)
html5 css1HTML (0.60)likely an alias
hub sites1SQLite (0.13)
hugging face1Facebook (0.22)
hugging face transformers1Dynatrace (0.16)
idoc1Azure Active Directory (0.17)
idocs1Azure Active Directory (0.15)
instructional design1Adobe InDesign (0.30)

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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