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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
retention policies1Infection Control (0.19)
risk identification1Amazon SNS (0.24)
risk mitigation1Bank Reconciliation (0.19)
role-based access control1Git (0.24)
rpa1R (0.20)
rpa requirements1Valve Replacement (0.17)
rtm1Redux (0.33)
s2p1Shell scripting (0.17)
s3 bucket1Git (0.43)
saas custom-built gxp systems1Brand Identity (0.21)

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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