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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
composio1Docker (0.33)
comprehensive documentation of cutover activities1EMR Documentation (0.26)
conditional access1AWS IAM (0.17)
content approvals1Content Writing (0.31)
content deployment & governance1CI/CD (0.43)
content governance & version control1Git (0.53)
content management1Team Leadership (0.50)
content optimization1Content Writing (0.48)
context api1FastAPI (0.24)
copilot1GitHub Copilot (0.73)likely an alias

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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