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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
app store release1Amazon EBS (0.19)
app store release management1Stakeholder Management (0.33)
arli ai - gemma-3-27b-arliai-rpmax-v31Large Language Models (0.16)
aro1Accounts Receivable (0.40)
asp.net mvc1.NET (0.67)likely an alias
atp1Atom (0.29)
audit logs1Internal Audit (0.30)
audit readiness1Internal Audit (0.24)
autoencoders1AWS Auto Scaling (0.19)
automation anywhere1AWS CloudFormation (0.19)

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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