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

说明与用途

ScopeKit 使用本地 Gemma 模型将混乱的客户简报转换为可追溯的提案，提供轻量级 Web 界面。

问题

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

结果

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

工作流

• 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

证据

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.

来源

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

来源

Python's Decimal arithmetic calculates the quote.

来源

All 19 local validation and HTTP integration tests passed.

来源