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02 / PROJECT DETAIL

SCOPREVO

AI-assisted scope and revision tracking for freelancers.

LIVE

Solo project

SUMMARY

Paste raw client feedback; it becomes a checklist classified as in scope, out of scope, or needs review. Includes revision quota tracking and a magic-link client portal.

PRODUCT

01 / 05

PROBLEM

Freelancers lose money to scope creep. Client feedback arrives as messy WhatsApp chats or email threads, and generic project tools store it without telling which requests are actually inside the agreed scope.

SOLUTION

Paste the raw feedback and AI turns it into a revision checklist. Each item is classified as in scope, out of scope, or needs review, with the issue, a recommendation, and a reason. The client confirms through a magic link, and the revision quota is tracked per project.

KEY DECISION

Validate AI output

AI-extracted feedback items are validated against Zod schemas before use, and every backend route validates requests with Zod.

Client portal without accounts

Clients confirm or dispute revisions through a tokenized magic link, so they need no account or login.

CONTEXT

Built for the DevHandal 2026 developer challenge (Codepolitan x Tencent EdgeOne).

IMPLEMENTATION

  • Vue 3
  • TypeScript
  • Express
  • PostgreSQL
  • Redis
  • Zod