Snooze Desk: a local Gemma reads my GitHub notifications while I sleep

Описание и применение

Ночной процесс, использующий локальную модель Gemma и Temporal, классифицирует уведомления GitHub, генерирует ответы и краткое резюме, позволяя разработчику быстро реагировать утром.

Задача

Developers feel guilty opening GitHub each morning and seeing many notifications, some of which require immediate attention while others can wait.

Результат

The system processes notifications overnight, producing a concise digest and draft replies, reducing morning workload and ensuring timely responses while keeping all data local.

Рабочий процесс

• Run a durable Temporal workflow overnight
• Fetch GitHub notifications via Octokit
• Send each notification to a local Gemma model in Ollama for classification
• Return strict JSON with labels needs-you, can-wait, ignore
• Draft replies for needs-you items
• Generate a 3‑line morning digest
• Store drafts and digests in a local dashboard
• Allow user actions (approve, edit, snooze, reject) via UI
• Snoozed items trigger a Temporal timer and re‑appear when it fires

Доказательства

A durable Temporal workflow pulls my GitHub notifications.

Источник

A local Gemma model running in Ollama sorts each one into needs-you, can-wait or ignore.

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It writes a short morning digest, so the first thing I read is three lines, not forty tabs.

Источник

Snoozing starts a Temporal durable timer with a live countdown, and the item comes back when the timer fires.

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