ScopeKit: Turn a Messy Client Brief into a Quote with Local Gemma

Описание и применение

ScopeKit преобразует неструктурированные клиентские запросы в проверяемые предложения, используя локальную модель Gemma и простую веб‑интерфейс.

Задача

Freelancers struggle to convert informal client briefs into structured, quoteable proposals.

Результат

ScopeKit demonstrates a fully local, lightweight workflow that turns a brief into a traceable proposal, with automated extraction, validation, and quoting.

Рабочий процесс

• Paste client brief
• Local Gemma extracts tasks, questions, assumptions, exclusions
• Server validates and links source passages
• User reviews and edits tasks/hours
• Python Decimal calculates quote
• Export Markdown proposal

Доказательства

Paste the client's brief, let Gemma suggest a scope, review the deliverables and hours, set your rate, and export a Markdown proposal with a client reply.

Источник

Gemma identifies the website, gallery, and contact form, then proposes questions, assumptions, and exclusions.

Источник

Python's Decimal arithmetic calculates the quote.

Источник

All 19 local validation and HTTP integration tests passed.

Источник