SlothInbox 🦥: Rewarding Laziness with Local-First AI and GitHub Copilot

Description and use

SlothInbox is a local-first, privacy-focused clutter organizer that ingests raw unstructured text notes, task lists, or receipts and automatically classifies, tags, and prioritizes them into structured categories (Code, Tasks, Finances, Events, Notes) alongside an interactive Kanban workflow. Pasting a disorganized dump organizes everything in under 0.8 milliseconds. Built with GitHub Copilot and WebGPU-based local inference, hosted as a static client on GitHub Pages with zero operational cost.

Problem

Developers, students, and freelancers frequently end up with chaotic note buffers: quick terminal snippets, bug reports, unorganized billing receipts, and sudden meeting reminders dumped into random text files. Sorting through this pile at the end of a long sprint takes energy that none of us want to spend.

Outcome

Pasting a disorganized 10-item dump organizes, tags, and files everything into workflow boards in under 0.8 milliseconds. The tool was used to take scattered project notes, bug fixes, and lab deadlines, turning them into a clean board with a single click.

Workflow

• Paste raw, unstructured text notes, task lists, or receipts into the SlothInbox composer.
• Click 'Load Samples' in the header to view a populated workspace, or paste any rough work log into the composer and hit 'Organize' to see items categorize instantly.
• Items are automatically classified, tagged, and prioritized into structured categories (Code, Tasks, Finances, Events, Notes).
• Interactive drag-anddrop Kanban workflow allows users to organize items into workflow boards.

Evidence

Developers, students, and freelancers frequently end up with chaotic note buffers: quick terminal snippets, bug reports, unorganized billing receipts, and sudden meeting reminders dumped into random text files.

Source

Manually reviewing a messy 20-line brain dump—splitting tasks into a board, logging expenses, and marking meeting times—typically takes 10 to 15 minutes of tedious copy-pasting.

Source

Pasting a disorganized 10-item dump organizes, tags, and files everything into workflow boards in under 0.8 milliseconds.

Source

The engine runs locally inside the browser, private work logs and financial figures never touch an external third-party server.

Source

Copilot scaffolded the layout structure, CSS custom property tokens, and drag-anddrop Kanban listeners.

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