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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
functional specifications1Azure Functions (0.33)
gamp 51Google Analytics (0.22)
gamp 5 risk-based validation strategy1Brand Identity (0.23)
gap assessments1Stripe (0.14)
gc1Google Cloud Platform (0.40)
gcp vertex ai1Google Cloud Platform (0.29)
gds integration1CI/CD (0.44)
gemma-3-27b-arliai-rpmax-v31Large Language Models (0.13)
git hub1Git (0.50)
gmp compliance1Taxation (0.58)

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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