GapProof
An AI-assisted career support product that turns overlooked experience into evidence-backed skills, role gaps, and one concrete next action.
- Unit tests
- 163 passed
- Browser engines
- 3 covered
- Responsive QA
- 4 viewports
- RLS checks
- 9/9 blocked
- Next.js
- React 19
- Supabase Auth
- PostgreSQL/RLS
- Upstage Solar
- Cloudflare
01 · Problem
People can have real experience without having the language to present it as a career signal.
Care work, part-time jobs, study, games, and hobbies often contain meaningful behavior but sit outside a conventional resume. GapProof avoids scoring aptitude or employability. It only turns source-grounded, user-confirmed evidence into a next action.
02 · Core flow
Write freely, let AI propose, and keep the user in control.
- ConsentSource processing and anonymous statistics are separate choices.
- ExperienceUsers start with their own unstructured words.
- Skill candidatesAI proposes a skill together with the exact source quote.
- User confirmationConfirm, edit, or reject. Editing resets confirmation.
- Gap and actionCompare with a target role and choose one action for this week.
- GapProofCreate a personal evidence card and a counselor-facing Gap Brief with different sharing scopes.
03 · Implementation
The demo is backed by authentication, permissions, and failure handling.
Authenticated SaaS
Supabase email auth plus Google and Kakao OAuth. Google remains limited to test users while public consent approval is pending.
Data boundaries
RLS checks block anonymous access across nine tables, with separate responsibilities for source text, confirmation state, and results.
Visible AI fallback
Solar output and sample fallback are labeled distinctly so a prepared demo cannot be mistaken for live analysis.
Deletion and sharing
Deletion clears local inputs, candidates, choices, and results. Personal cards and institution summaries use different sharing scopes.
04 · Verification
The record includes timeouts and isolated reruns—not just a rounded-up pass claim.
- Unit tests: 163 passed
- Browsers: Chromium, Firefox, and WebKit
- Responsive/accessibility: 320, 375, 768, and 1440px plus automated accessibility checks
- E2E: 451 passed in the full run; five hit machine-load timeouts. The affected group then passed 90/90 in isolation.
- Security hygiene: zero detected secrets and zero production test-data residue
05 · Benchmarking
Strong patterns were studied, then adapted around an evidence-first rule.
Clear movement from lived experience to possible directions.
Skills connected to the context where they were used.
A clear distinction between claims and verified credentials, with user-controlled sharing.
Analysis that leads to an actionable next step rather than a static report.
No visual design or copy was reproduced. GapProof differentiates itself by requiring both an exact source quote and explicit user confirmation before a skill is treated as evidence.
06 · Current boundary
Shipped work and remaining operations are stated separately.
The public demo, email/social sign-in, data policies, and core analysis flow are inspectable now. Public Google OAuth consent, complete account deletion, and cross-device email confirmation remain on the next operations stage.