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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
claude opus4-61Sales & Operations Planning (0.11)
claude sonnet 4.51SonarQube (0.14)
client engagement1Client Presentations (0.25)
cloud hosting1Cost Accounting (0.38)
cloud storage1AWS (0.33)
cognito1CodeIgniter (0.25)
collaboration with smes & training teams1Windows Server (0.17)
collections1GitHub Actions (0.28)
colorimeter1CodeIgniter (0.20)
complaint investigations1CI/CD (0.20)

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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