The Free V2P Scorecard

Review your submitted source across the 4 implemented V2P pillars and 20 weighted rubric points.

What is the Free Scorecard?

The V2P Scorecard summarizes the source audit across Security, Performance, UX & Reliability, and Code Quality.

It is a clear starting point for understanding source-code findings before deciding what to repair and re-audit.

Secrets, access control, input validation, and data exposure

Queries, frontend performance, caching, and APIs

Errors, accessibility, forms, mobile, loading, and empty states

Architecture, types, dependencies, tests, documentation, and vibe-code patterns

Scores across all 20 weighted rubric points

Four pillar rollups and one overall score

File-level findings with severity and evidence

Coverage disclosures and public-status gates

AI-assisted repair guidance

A clear source-audit scope statement

If you're building with AI coding tools like v0, Lovable, Bolt, or Cursor, you know how fast you can create working software.

But does your AI-generated code meet production standards for security, stability, and maintainability?

The scorecard shows what the submitted source demonstrates and where the evidence indicates more work is needed.

Apply the 4-pillar, 20-point methodology to your source snapshot.