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Kimi Work

Moonshot AI's local desktop AI agent for knowledge work — it reads your files, drives your browser, schedules jobs, and runs a swarm of up to ~300 sub-agents on macOS and Windows.

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Last verified · 2026-07-20 · by Moe Ameen

What Kimi Work is

Kimi Work is a desktop AI agent from Moonshot AI, the Beijing lab behind the Kimi model series. Moonshot released it in mid-2026 — multiple reports point to a June 2026 rollout — as a downloadable app for macOS (Apple Silicon) and Windows, pitched as "the AI desktop for knowledge work": an agent that lives on your computer, reads your local files with your permission, drives your browser, and runs jobs on a schedule. It is a different product from the Kimi chat assistant — where Kimi Web answers questions, Kimi Work is built to carry out multi-step tasks on your own machine. Community reports say it runs on Moonshot's Kimi K2.6 model, though the product page doesn't state the model directly.

Its headline capabilities are an Agent Swarm and a set of local tools. The Agent Swarm decomposes a task and runs specialized sub-agents in parallel — reports describe up to roughly 300 sub-agents coordinating thousands of sequential steps on one machine. A browser-automation layer called WebBridge drives your actual local browser (searching, scrolling, extracting data, and filling forms across tabs), so it can work inside logged-in sessions that a cloud sandbox can't reach. A built-in scheduler (a Cron engine) fires jobs daily, hourly, or on a condition, running Python or shell scripts and agent calls around the clock. It can turn research into PowerPoint decks and Excel spreadsheets, and it ships pre-integrated market data for A-shares, Hong Kong stocks, and US equities.

Because it acts on your own machine, Moonshot gates real actions behind an "ask before acting" safeguard — it requests explicit authorization before modifying files or running code. The honest framing: Kimi Work is an operations-and-research agent aimed at analysts, consultants, and knowledge workers. It gathers data, drives software, builds documents, and automates desk work. It is not a content studio — it produces internal artifacts (research, reports, decks, spreadsheets, extracted data), not captioned video, branded graphics, carousels, or scheduled social posts, and it publishes to no social platform.

What you can make with it

  • Research briefs and reports assembled from your local files, the live web (via WebBridge), and pre-integrated market data
  • PowerPoint decks and Excel spreadsheets built from the agent's findings
  • Structured data extracted from websites and logged-in dashboards by the browser agent
  • Scheduled, recurring jobs — daily monitoring, hourly data pulls, conditional triggers — run by the built-in Cron engine
  • Multi-step task runs handled in parallel by the Agent Swarm (up to ~300 sub-agents)
  • Python/shell script output and file operations run locally on your own machine

How Kompozy turns Kimi Work output into content

Kimi Work is strongest at the part of a content operation that happens before you ever open a design tool: the desk work. It can watch a source on a schedule, drive your browser to pull the numbers, read your local files, and hand you a tidy brief, a market summary, or a deck. What it hands you is an internal artifact — a report, a spreadsheet, a set of extracted facts. It renders no captioned vertical video, no face-locked avatar, no brand-exact carousel, and it posts to nothing. That is exactly the seam where Kompozy takes over: drop a Kimi Work brief or report in as a source, and Kompozy generates the finished, on-brand content around it — Persona Shorts and HeyGen avatar video, Clipped Shorts, Carousels and Quote Graphics via brand-exact HyperFrames, Photo Posts, a Blog Article, and an Email Newsletter — each held to one voice by your Persona Brief and sized for every platform.

The pairing is really two automation engines meeting in the middle. Kimi Work's Cron scheduler automates the research: say it pulls this week's A-shares or US-equity moves every morning and drops a summary in a folder. Kompozy's Autopilot automates the content: point it at that summary as a source and it turns each week's findings into a captioned market-recap Short, a five-slide carousel, a LinkedIn post, and a newsletter — then schedules and publishes them across nine social platforms plus email and blog from one queue. Kimi Work does the analyst's legwork on your desktop; Kompozy does the creator's production and distribution — and because Kompozy runs its own managed Claude and OpenAI models for generation, the content half keeps producing on its own cadence regardless of what the desktop agent is doing.

  1. Point Kimi Work at your sources — local files, the web via WebBridge, or its market-data feeds — and let its Agent Swarm assemble a research brief, report, or deck.
  2. Optionally schedule that job with Kimi Work's Cron engine so a fresh brief lands on a daily or weekly cadence.
  3. Drop the brief or report into Kompozy as a source.
  4. Let Kompozy generate the finished set: a captioned Persona Short or Clipped Short, a brand-exact Carousel, Quote Graphics, native Text Posts, a Blog Article, and an Email Newsletter — all in your Persona Brief voice.
  5. Schedule and publish the batch across TikTok, Reels, Shorts, X, LinkedIn, and more from one queue with Autopilot.

Frequently asked questions

What is Kimi Work?

Kimi Work is Moonshot AI's desktop AI agent for knowledge work, released in mid-2026 for macOS (Apple Silicon) and Windows. It runs locally, reads your files with permission, drives your browser via a tool called WebBridge, schedules recurring jobs with a built-in Cron engine, and can coordinate up to roughly 300 sub-agents (its "Agent Swarm") on a task. Community reports say it runs on Moonshot's Kimi K2.6 model. Confirm specs on Moonshot's site.

How is Kimi Work different from the Kimi app?

The Kimi app and web version are a chat assistant you prompt for answers. Kimi Work is a downloadable desktop agent built to carry out multi-step tasks on your own machine — reading local files, driving your browser, running scripts, and scheduling jobs — rather than just replying in a chat window.

How much does Kimi Work cost?

The app is a free download, but meaningful agent features require a paid Kimi plan. Reported tiers start around $19/month, with the Agent Swarm unlocking on higher tiers (roughly $39/month and up) and the full ~300-agent swarm on top plans. Confirm current pricing on Moonshot's own pages, since plans were still evolving at the authoring date.

Can Kimi Work create and publish social media content?

No. It produces internal work artifacts — research, reports, decks, spreadsheets, extracted data — not captioned video, branded graphics, or scheduled posts, and it publishes to no social platform. To turn its output into finished, on-brand content across nine platforms plus blog and email, pair it with a content engine like Kompozy.

Does Kimi Work run in the cloud?

No — that is its defining design choice. It runs as a local desktop app so it can touch your real files and logged-in browser sessions, with an "ask before acting" safeguard that requires your authorization before it modifies files or runs code.

Related tools

  • Kimi (Moonshot AI)Moonshot AI's consumer AI assistant — Kimi Web, the Kimi app, Kimi Work, and Kimi Code, now running on the K3 model — whose new-subscription signups were paused in mid-July 2026 after demand for K3 outran its GPUs.
  • Kimi K3Moonshot AI's new flagship frontier model — a very large, long-context, natively multimodal model that reads images and reasons over million-token inputs, positioned as the largest open-weight model from China.
  • Kimi K2.7 CodeMoonshot AI's open-weight coding model — now the first open-weight option in the GitHub Copilot model picker.
  • LM Studio BionicLM Studio's AI agent built for open models — a local-first assistant that inspects and edits code, works over your documents, and runs on models you download, connect, or call in the cloud.

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