Spec Led Certification

Choose a professional certification specification-first rather than market-first. create-workspace stands the search up as a private GitHub repo instantiated from the Spec-Led-Certification template, so it survives the machine and its git history shows when the scorecard was frozen relative to when the research ran. Three entry points for the three situations — start-search onboards and runs the full intake, rerun-search archives the previous run and reports what moved in the market, update-profile changes what is stored about you and marks the scorecard stale. Intake writes five dated profile files — subject, current position read from evidence, learning preferences, objectives and standing positions, money and time — a weighted scorecard is derived from those alone and frozen before any credential is looked up, then candidates are scored against it with a source tier and confidence tag on every number. Hard requirements exclude rather than score down. Emits a ranked comparison and a Typst PDF whose figures are computed from the CSVs at compile time. All state is written to the working directory, never to an agent memory store.