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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
training needs analysis1Financial Planning & Analysis (0.30)
training templates1A/B Testing (0.21)
troubleshooting1A/B Testing (0.17)
tungsten totalagility1JWT (0.09)
tutorials1PyTorch (0.14)
twilio conversations1Twilio (0.33)
twilio video1Twilio (0.54)
uat support1User Acceptance Testing (0.33)
uipath orchestrator1Adobe Illustrator (0.23)
uipath studio1Looker (0.33)

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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