BriefMint: A Local AI Scope Assistant for Freelancers

Описание и применение

BriefMint преобразует неясное сообщение клиента в предварительный план проекта, выявляя скрытые требования и предлагая черновой ответ, экономя время на исследовании и снижая риск бесплатной работы.

Задача

Freelancers often receive vague client requests that hide hidden requirements, leading to free work and inaccurate estimates.

Результат

BriefMint turns a vague client message into a structured scope sheet, surfacing hidden requirements and providing a draft reply, thereby reducing discovery time and preventing free work.

Рабочий процесс

• 1. Freelancer copies client message into BriefMint.
• 2. BriefMint sends the text to a local Gemma 3 4B model via Ollama.
• 3. The model returns structured JSON with deliverables, questions, and a draft reply.
• 4. Freelancer reviews, edits, and sends the reply back to the client.

Доказательства

BriefMint turns a freelancer’s client message into a first-pass scope sheet: likely deliverables, questions to ask before quoting, and a reply the freelancer can edit.

Источник

BriefMint uses Gemma 3 4B through Ollama. A small Python server bound to loopback sends the brief to Ollama’s local chat endpoint and returns structured JSON for a plain HTML, CSS, and JavaScript interface.

Источник

With local inference, BriefMint sends that text to a model running on the freelancer’s computer instead of a hosted AI API.

Источник