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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
automation assessment1Content Writing (0.19)
automation opportunity assessment1Cybersecurity (0.15)
automation testing1A/B Testing (0.43)
aws bedrock1AWS (0.33)
azure ad portal1Azure Active Directory (0.53)
azure ai foundry1Microsoft Azure (0.38)
azure api management1Team Leadership (0.44)
azure app service1Microsoft Azure (0.82)likely an alias
azure blob storage1Microsoft Azure (0.32)
azure database for postgresql1PostgreSQL (0.38)

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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