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fix: match funding stages as whole terms in people fit scores - #61

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VolodymyrLinuxovich wants to merge 1 commit into
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fix/people-stage-fit-exact
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VolodymyrLinuxovich wants to merge 1 commit into
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fix/people-stage-fit-exact

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@VolodymyrLinuxovich

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Fixes #60

Summary

Stage fit now compares normalized whole stage terms. A seed investor no longer gets 100 for a Series A startup. Seed and pre seed still match through the alias list. An exact stage like Series A still matches.

Validation

  • New test in people-discovery.test.ts. It fails on main.
  • npm test passes.
  • npm run typecheck and lint pass.
  • npm run eval:retrieval gives the same numbers as main.

stageOverlap compared expanded stage terms by substring. The seed aliases include "pre-series a" and "seed to series a", so every seed investor scored 100 on stage fit for a Series A startup. Compare normalized whole terms instead.

Fixes #60
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vercel Bot commented Oct 11, 2026 •

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Seed investors get full stage fit for a Series A startup

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