Hacker News front pageJul 21, 2026, 01:13 UTC+8

Moonshot launches Kimi Work, a desktop AI agent that reads local files and runs scheduled tasks

Kimi Work

Moonshot released Kimi Work, a desktop client for knowledge workers, available on macOS (Apple silicon) and Windows. It mounts local folders, runs browser automation via WebBridge to click and scrape data, and includes a Cron engine for 24/7 scheduled tasks. Complex jobs use Agent Swarm to coordinate multiple specialized agents in parallel, with one-click export to PowerPoint or Excel. It comes pre-integrated with A-share, HK, and US equity data for natural-language financial analysis. A built-in 'ask before acting' safeguard requires user consent before modifying local files. The post does not disclose pricing or the underlying model name and version.

Why it matters: Moonshot AI ships a desktop Agent that mounts local folders and runs scheduled tasks — not another chat UI. WebBridge and Agent Swarm add real technical detail, but with no user validation yet, it stays at 78.

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Take

This caught my eye because Kimi finally moved its agent stack from browser tabs to the desktop. It mounts your local folders, uses a WebBridge extension to click through pages and scrape data, and runs 24/7 via a built-in Cron engine. Complex jobs get split across multiple specialized agents via Agent Swarm, with one-click export to PowerPoint or Excel. The product page also bakes in A-share, HK, and US equity data — they're clearly targeting finance knowledge workers.

I'd discount the pitch a bit for now. The post doesn't name the underlying model (K2.5? K3?) or disclose pricing. A desktop agent that touches local files needs way more guardrails than a web app, and the 'ask before modifying' toggle may not cover every edge case. WebBridge demos look smooth, but there's zero mention of how it handles CAPTCHAs, expired logins, or anti-bot pages.

If the model and pricing land right, this could be the most complete local-agent-plus-browser-automation package out there. Until then, I'd treat it as an ambitious workbench demo.

Source: Hacker News front page · kimi.com
Published: Jul 21, 2026, 01:13 UTC+8 · Jul 21, 2026