ScopeCraft: Cinematic Proposals for Freelancers, Powered by Open-Weight AI
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built ScopeCraft is a cinematic, editorial-style web studio that turns rough client briefs into structured, persuasive project proposals using open-weight language models. It also protects freelancers from the problems that usually come after the proposal is signed. The problem: Freelancers lose money…
This submission for the Hacktoberfest Open-Source AI Challenge Week 2 introduces ScopeCraft, a cinematic, editorial-style web studio that transforms client briefs into polished, persuasive project proposals using open-weight language models. ScopeCraft safeguards freelancers from common pitfalls that arise after a proposal is signed.
Freelancers often lose money due to unclear client briefs, which can hide risks like ambiguous hosting, missing assets, open-ended deadlines, and vague budgets. Once the project begins, even minor changes can quietly expand the project scope, often at no additional cost to the client. ScopeCraft addresses these issues and offers value to solo developers, designers, brand consultants, and small agencies.
Core features of ScopeCraft include a Smart Brief Gap Detector that scans intake briefs for commercial and operational risks, a Scope-Creep Sentinel that compares new client requests to the contracted proposal and classifies changes as within scope, boundary/gray area, or out of scope, and a Living Project Scope Map that provides an interactive traceability matrix. The app generates professional PDF exports with a custom design and dynamic page numbering.
ScopeCraft utilizes open-weight foundation models such as Meta Llama 3.3 70B, Mistral NeMo, and Qwen 2.5, with the inference provider configurable through environment variables. The project's architecture separates the frontend built with Vite and TypeScript from a lightweight server layer that keeps API keys off the client. The application can be deployed to Vercel and set up locally with npm install && npm run dev.
The design approach aims to make freelancer tools feel like finished documentary pieces, using editorial typography, a warm ivory and charcoal palette, and forest-green accents. Open innovation matters in this context as it eliminates vendor lock-in, allows for a cost structure suitable for freelancers' side hustles, provides control over data, and enables transparency and room for improvement. By leveraging open-weight models, ScopeCraft empowers freelancers to own and rely on a tool tailored to their needs.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
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