Claude Cowork — the AI that works on your computer
Normal AI chatbots can only talk to you. Claude Cowork can actually act — it opens your folders, reads your email, builds dashboards and runs scheduled tasks on your real machine. Here's Tina Huang's 22-minute walkthrough, drawn out screen by screen across four skill levels. No code needed.
Chatbots talk. Cowork acts.
Claude Cowork is a local AI agent — AI that runs on your computer instead of in a browser tab, so it can see and use your actual files, apps and tools. You install it like any app, and it sits alongside the Claude chatbot and Claude Code in one desktop hub with three tabs.
Runs on your computer
Install it like an app. It works with your real folders, files and apps — not a sandbox.
Connects to your apps
Gmail, Google Drive, Calendar, Microsoft 365 — so it reads your email, events and docs directly.
Schedules itself
Tell it to do something every day at 7am and it will. Set it and forget it.
Has memory
It stores context across sessions in markdown files it manages itself — no more starting from zero.
Applies your brand
Save a brand book as a skill and every dashboard or doc comes out in your colours and fonts.
Extensible plugins
Finance, productivity and community skills — or build your own reusable workflows and share them.
Level 1 — Simple automations
Organize a messy desktop
0:00 – 8:03Point Cowork at a messy folder (Tina's had 376 files) and ask it to organize them. It proposes a structure, asks smart questions, then cleans it up — and even flagged an exposed API key sitting in a text file and offered to delete it.
Build a spending dashboard
Upload 24 months of credit-card statements and ask for an interactive dashboard. Cowork reads all 24 files and builds a live HTML report — categories, top merchants, subscriptions — and even flags bad habits like $4,000/month in business subscriptions and needless interest charges.
Level 2 — Skills, connectors & plugins
Reusable tools + the outside world
8:04 – 15:10- Skills — saved, reusable instructions. Tina built a "Brand Applier" from her logo + website, so typing "apply brand" styles anything in her colours and fonts.
- Connectors — link Gmail, Drive, Calendar, Microsoft 365. She set up inbox triage that reads every email and sorts action needed from noise.
- Plugins — bundles of skills + connectors. Anthropic's Finance Plugin ties into Snowflake, BigQuery, Slack and Gmail to auto-generate P&L statements from raw CSVs.
Level 3 — Scheduled tasks
Set it and forget it
13:51 – 15:10Tell Cowork to run something on a schedule and it just does — no manual triggering. Tina's morning brief lands in her Apple Notes before she's out of bed.
Today: 3 meetings (first 9:30, Homeland pitch).
Inbox: 2 need replies — invoice from Khadlaj, IronMountain follow-up.
Focus: finish the EatCookJoy deck before noon.
Level 4 — Projects & mission control
Persistent workspaces that remember
15:11 – 21:09A Project wraps a folder with its own instructions, memory and files — Cowork remembers it across every session. Tina runs four: Lonely Octopus (business), Content, Personal and Investments, each with its own scheduled tasks. She installs the Productivity Plugin first so memory (markdown files) is set up from day one. Each project gets a Mission Control Dashboard — one page showing everything happening in that part of her life.
Cowork + Claude Code together
When a project grows complex enough to need real software — trading bots, database connections, custom apps — switch to the Code tab, point it at your project folder, and tell it what to build. Claude Code writes the code, Cowork runs the workflow.
"You'll be in the top 0.1% of Cowork users if you use Cowork in combination with Claude Code."Tina Huang
Real-world use cases
- Auto-organize a messy desktop — point and ask.
- Monthly spending dashboard — statements in, interactive report out.
- Daily morning briefing — calendar + email + priorities, sent to Apple Notes.
- Inbox triage — reads everything, tells you what actually needs you.
- Investment mission control — portfolio, research and digests on your rules.
- Brand consistency — every dashboard, doc and slide in your colours.
- Financial statements — Finance Plugin turns receipts + CSVs into P&L.
- Content research assistant — a project that finds ideas for your audience.
Quick setup checklist
- Go to
claude.com/products/co-workand download the Claude desktop app. Install it. - Settings → Capabilities: turn on Artifacts, AI-powered Artifacts and Inline Visualizations. Turn on Chrome access if you want web browsing.
- Cowork → Global Instructions: ask Claude (in Chat) to write instructions based on who you are and how you work; paste them back and save.
- First task: open Cowork, choose a folder (your Desktop), and type "Help me organize these files." Watch it go.
- Add Connectors (Gmail, Drive…) under Customize → Connectors, then try an email-triage task.
- Go advanced: create a Project, install the Productivity Plugin first to set up memory, then build your automation ecosystem inside it.
Want to use this yourself?
Download Claude Cowork free and try the first task in 5 minutes — or have Stackbirds set up your projects, connectors and scheduled automations for you.
💬 Key quotes from Tina
"Cowork is like OpenClaude — but more secure, built exclusively on the Claude ecosystem, and targeted more towards non-technical people."
"If you're just chatting with Claude on the web, it can't modify stuff on your actual computer. That's the key difference."
"Don't reinvent the wheel — Anthropic built the Productivity Plugin and they're probably better at memory management than whatever you'd figure out yourself."
"I have it automating and building things across my business and my personal life. And you don't even need to know how to code. Crazy, right?"
📝 Full video transcript
[0:00] You can use Claude Cowork to automate workflows — plan your day, triage and draft your emails, even do bookkeeping. But that's just scratching the surface. I have it automating things across my business and my personal life. And you don't even need to know how to code.
[0:44] Claude Cowork belongs to a category called local AI agents — AI that lives on your actual computer and can autonomously do things with your files, apps and tools. Think of it as Anthropic's more secure, non-technical-friendly take on the idea.
[1:25] Setup: download from claude.com/products/co-work. You get a hub with 3 tabs — Chat, Cowork and Claude Code. In Settings → Capabilities turn on Artifacts, AI Power Artifacts and Inline Visualizations. Write Global Instructions about who you are and how you work.
[3:14] Level 1: point Cowork at my messy desktop (376 files) and ask it to organize. It proposes a structure, asks smart questions, and even spotted an exposed OpenAI API key and recommended deleting it.
[4:00] Next: 24 months of credit card statements → "analyze and create an interactive dashboard with insights." It reads all 24 files and builds a full HTML dashboard — totals, merchants, subscriptions, and flagged $4,000+ in business subscriptions plus interest charges.
[8:04] Level 2: Skills, Connectors, Plugins. I built a "Brand Applier" skill from my logo and site. Connectors link Gmail, Drive, Calendar, Microsoft 365. The built-in Finance Plugin auto-generates P&L statements from raw CSVs.
[13:51] Scheduling: "Every morning at 7am brief my day from my calendar and emails, send to Apple Notes." It runs daily — I check my phone when I wake up.
[15:11] Level 4: Projects are persistent workspaces — each folder with its own instructions, memory and files. I run 4: Lonely Octopus, Content, Personal, Investments. Always install the Productivity Plugin first for memory. Each project gets a Mission Control dashboard.
[21:10] Super advanced: Cowork + Claude Code together. Switch to Code, point at your folder, and build real software — "add a tab that creates trading bots." Top 0.1% of users. You don't write the code; Claude Code does.
[22:40] Thank you for watching — happy Claude coding!
Keep reading
- 17 universal AI prompts you need in 2026 — copy-ready prompts to feed Cowork and Claude.
- Build a dashboard in 3 minutes with Claude — the no-code version, in the browser.
- Inside Anthropic — the $965B company — the company behind Cowork and Claude.