01 / METHOD
Candidate submits
A short structured finance exercise and explicit assistance disclosure.
Evidence over assumption · The Stack / Week 12
Work deserves a fair reading.
Not an invented certainty.
Proof-of-Skill turns a bounded analyst work sample into an evidence summary: what was submitted, what follows under assumptions, what is missing, and what only a human reviewer can judge.
02 / METHOD
Boundary engine
Deterministic classification separates observed, inferred, missing and unverified.
03 / METHOD
Human decides
The tool records supported claims without automatically hiring, ranking or rejecting.
Research stage: Week 4 measured a simulated review-time change from 49.2 to 17.5 minutes (~2.8×). Real demand, hiring impact, and 10× value remain unvalidated.