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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
quality management1Team Leadership (0.46)
quality metrics1Responsive Design (0.15)
query optimization1Search Engine Optimisation (0.39)
react-bootstrap1Bootstrap (0.63)likely an alias
react router1React (0.50)
react semantic ui1React (0.33)
real-time issue identification tracking & resolution1Inotrope Titration (0.15)
records management1Team Leadership (0.46)
regression testing1A/B Testing (0.36)
regulatory compliance1Statutory Reporting (0.48)

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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