SloanDesk——環境式開源 AI 數碼雜務自動駕駛（零雲端、零成本、100% 樹懶）

Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady.

🦥 What I Built

Every developer and knowledge worker knows the subtle dread of "Digital Chore Fatigue":

• The Downloads/ and Desktop folders littered with files like WhatsApp Image 2026-10-22 at 22.25.07.jpeg, Screenshot 2026-10-18 at 4.23.11 PM.png, statement_oct_v2 (1).pdf, and temp_hook.ts.
• The 40 unread Slack messages debating database indexing when all you need to know is what the team agreed on.
• The 5:00 PM mental fog of turning cryptic git log commits into an executive-ready daily standup summary.
• The midnight trance of staring blankly into the fridge hoping a meal will assemble itself.

In honor of International Sloth Day and DEV’s mascot Sloan the Sloth, I built SloanDesk: an ambient, privacy-first open-source AI autopilot that clears your daily digital chores so you can stay in maximum sloth mode.

Instead of demanding more screen time, prompting, or API keys, SloanDesk resolves tedious tasks with zero cloud dependencies:

1. Desktop & Receipt Declutterer: Drag and drop messy files, mobile camera photos, invoices, or code snippets. Sloan extracts metadata, normalizes names into clean ISO 8601 archive standards, organizes them into folders, offers individual renamed downloads, and exports a structured ZIP complete with an automated Markdown audit manifest.
2. Chat & Inbox TL;DR: Paste winding Slack/Discord threads or email chains. Sloan condenses them into a 2-sentence summary, extracts actionable items, and generates 1-click polite canned replies.
3. Standup & Changelog Scribe: Paste raw git log commits or terminal history. Sloan generates a bulletproof Slack standup update and a semantic KeepAChangelog formatted entry.
4. Midnight Fridge Chef: Dump in whatever random items are currently in your fridge. Sloan crafts a 5-minute zero-prep recipe with zero extra dishes.
5. Procedural Lo-Fi Soundscape: Built-in procedural ambient rain, river, and vinyl crackle synthesized directly in real time via the Web Audio API—100% offline with zero external audio assets.

🚀 Demo

• 🌐 Live Web Application: https://sloandesk.onrender.com
• 📦 GitHub Repository: https://github.com/sanjaysah101/sloandesk

Screenshots & Walkthrough

File Declutterer & Renamer	Chat TL;DR & Canned Replies

(Try the interactive sample datasets built directly into the app for 1-click testing of each chore engine!)

💻 Code

SloanDesk 🦥

The Ambient Open-Source AI Digital Chore Autopilot (Zero Cloud, Zero Cost, 100% Sloth)
Built for the Hacktoberfest 2026 Open-Source AI Challenge: Week 3 - Slow and Steady.

🌟 Overview

Developers and knowledge workers suffer from "Digital Clutter Fatigue"—the dread of sorting messy download folders, renaming screenshots/receipts, parsing unread team chat dumps, drafting 5:00 PM standups, and staring blankly into the fridge at midnight.

In honor of International Sloth Day (October 20) and DEV's mascot Sloan the Sloth, SloanDesk is a local-first open-source AI agent that automates your dreaded daily digital chores while you nap.

Instead of demanding more screen-time and typing, SloanDesk turns chores into single drag-and-drop operations:

1. The Desktop & Receipt Declutterer: Local zero-shot semantic categorization that renames messy files into ISO standards, clusters them into taxonomy folders, and generates an automated ZIP archive with a markdown manifest.
2. The "Too Long; Didn't Read"…

• Source Code: https://github.com/sanjaysah101/sloandesk
• License: MIT (Open Source)

🛠️ How I Built It

SloanDesk was engineered to run completely client-side to ensure zero data leaves the user’s machine:

graph TD
    A[User Drags Files / Pastes Text] --> B[SloanDesk Reactive Frontend]
    B --> C[Local Sloth AI Classification Engine]
    C --> D1[Metadata & ISO Timestamp Normalizer]
    C --> D2[Zero-Shot Entity & Category Parser]
    C --> D3[Web Audio Procedural Soundscape Synth]
    C --> D4[JSZip Taxonomy Archiver]
    D1 --> E[Instant Clean Files + Actionable Summaries]
    D4 --> F[Clean Folder Hierarchy + SLOAN_MANIFEST.md]