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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
reinforcement learning1Deep Learning (0.32)
relay app1REST APIs (0.27)
remedy1REST APIs (0.20)
reporting & analytics requirements gathering1Google Analytics (0.24)
requirement specifications1CRM (0.20)
restful services1AWS (0.43)
restful webservices1AWS (0.33)
restore procedures1Firebase (0.27)
rest & soap web services1AWS (0.45)
rest soap web services1AWS (0.45)

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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