Claude: Deep Dive · Professional Workflows
Project Pipeline in Claude
Orchestrate work across Claude surfaces
Executing Across Three Layers
You designed the workflow in the last lesson. You did the reasoning work — the framework and the audience research.
Now it's time to orchestrate the production. Three Claude surfaces will be working together to ship the project. Claude Design handles the visual work, Claude Code builds the production page and the small automation, and Cowork runs the recurring email sequence. Chat threads through all of it for the reasoning that keeps the work coherent.
By the end of this lesson, the whole stack is in motion.
Let's get started!

What's Orchestration?
Orchestration is the skill of moving work across multiple surfaces so the outputs integrate.
Each tool you've learned can produce strong work on its own.
- Claude Design can make a beautiful deck.
- Claude Code can ship a working page.
- Claude Cowork can run a recurring task without you.
But put them in sequence, and the question isn't whether each one works — it's whether what they produce fits together.

A workflow can be well-designed and still produce an incoherent deliverable. Each stage on its own can produce a decent result, but the assembly may not work at the handoffs. Orchestration is the work of catching these integration failures.
Scenario: The Conference Talk
You ended last lesson with two outputs in hand: the framework outline (developed in chat with Thinking + Research), and the audience research bundle (produced by Cowork).
Three deliverables remain:
- The slide deck
- The companion page
- The article + email sequence
You'll move through them in the following order:
- Deck, the project's center of gravity.
- The page, which extends the deck's design.
- The article and email sequence, which extend the page's reach.
The First Handoff
The first execution moment is the handoff from chat to Claude Design. The framework outline you developed lives as text — a structured document with the central argument, the three case studies, and the sequence. The deck has to carry that structure into a visual deliverable.
The risk: Claude Design generates a beautiful deck that misses the framework's actual logic.

You can prevent the risk by using the prompt you write when starting the Claude Design project. The prompt has to do two things: name the framework structure explicitly, and tell Claude Design that the structure is non-negotiable while the visual register is more open.
practice preview
Interactive practice
Fill in the blank
Write the prompt for Claude Design. Project type: Slide deck. Attach the framework outline as context.
The Second Handoff
With the deck rendered, the next handoff is to the companion page. The deck and the page have to feel like the same thing.
You don't build the deck, then start a new Claude Design project for the page, trying to match the visual identity by description. Instead, you set up a design system in Claude Design that the deck and the page both reference. The design system is the carrier of the visual identity — typography, color tokens, spacing rules, and the components that both projects use.
Setting Up the Design System
Setup happens in Claude Design. Go to the main page and click Set up design system. Upload the deck you just built as the source material, Claude analyzes the deck and generates the design system. You have a typography, color palette (primary, secondary, accent), components, and layout patterns.

You review what Claude generated, validate it with a quick test prompt to make sure the extracted system matches the deck's feel, then toggle "Published" on. From that point, any new project you create in Claude Design uses this design system by default.
practice preview
Interactive practice
Fill in the blank
Write the prompt to start the companion page in Claude Design with the design system extracted from the deck.
When Integration Fails
You walk through the page side by side with the deck and notice something off. The deck's accent color appears on the page, but it's slightly different — a touch warmer, less saturated. Typography and spacing match, but the accent color is not quite the same.
This is an integration failure, and now you'll fix it.
The Four-Field Failure Analysis
For any execution-time failure, the analysis structure stays the same:
- Where it occurs — which handoff
- What broke and why — the specific mechanism of failure
- Preventive measure — what you'd add to prevent the failure
- Verification — how you'd confirm the prevention worked
The accent color drift fits the structure cleanly:
- The handoff is from the deck to the page.
- The mechanism is that the design system extraction captured the color as a description rather than as a locked token.
- The preventive measure is to lock the color as a hex token in the design system.
- The verification is a side-by-side check of the accent color across both artifacts.
practice preview
Interactive practice
Fill in the blank
In the instructions, write the corrective brief that fixes the accent color drift on the page without rebuilding it.
From Page to Production Handoff
Once the page looks right in Claude Design, the production handoff to Claude Code happens. This is the handoff you learned before — one instruction packages the approved prototype, the design intent, and the constraints into a bundle that Claude Code picks up.
Quality check at handoff: the production page visually matches the approved prototype on desktop and mobile.
The Page Goes Live
Claude Code picks up the handoff bundle and generates the production code — HTML, CSS, the opt-in form's backend, and deployment scaffolding. Same pattern you learned before: you test that the page renders correctly on desktop and mobile and deploy when it matches the approved prototype.
Publishing the Page
With the code reviewed and the page rendering correctly, you publish. As you want the website to be live, you need a host — a service that stores your website and makes it available online.
The most common free hosts for this kind of page are Netlify, Vercel, and GitHub Pages. All of them have free tiers that cover a 200-person event with no friction. Go to the host website and publish your project online there.

The Article
With the deck and the page shipped, the remaining deliverables are the article version and the follow-up email sequence.
The article goes back into chat. You take the framework outline, the case studies, and the deck's specific examples, and ask Claude to draft a long-form version of the talk.
practice preview
Interactive practice
Fill in the blank
Write the article prompt in chat.
Great Job!
Step back and look at what's in place. The framework is settled. The audience research is done. The slide deck is ready. The companion page is live and visually coherent with the deck. And now the article exists in long-form for the readers who'll find your work after the talk.
One last thing — the email sequence — is the piece that turns one-time visitors into a relationship that continues past the talk. Let's work on that one!
The Email Sequence and the Welcome Email Problem
With the page live and opt-ins coming in, the email sequence has to run. Three emails per opt-in:
- Day 0: A welcome email referencing the visitor's name and the specific page section they opted in from (Kindle case study, cloud-sync example, or essay section). Heavily personalized.
- Day 7: A follow-up referencing the talk and pointing to the recording. Light personalization — name only.
- Day 14: A deeper-cut email pointing to the article. Templated.
Day 7 and Day 14 are straightforward — Cowork can send them on schedule from a template. The Day 0 welcome is harder. Each one needs personalization that references the visitor's specific opt-in path.
The orchestration move: have Claude Code generate the personalized welcome drafts, and have Cowork send them along with the templated follow-ups.

Claude Code Drafts, Cowork Sends
The two layers split the work:
- Claude Code runs against the page's opt-in CSV. For each new signup, it generates a personalized welcome email draft referencing the visitor's name and the section they opted in from. The drafts get saved to a shared folder as Word documents, one per opt-in.
- Cowork watches the same opt-in source. For each new entry, it reads the corresponding welcome draft from the shared folder and sends it (Day 0), then sends the templated follow-up (Day 7) and the templated deep-cut (Day 14).
The handoff between layers is the shared folder. Claude Code writes; Cowork reads and sends. Each layer does what it's best at — Claude Code at producing one-off personalized work, Cowork at sending on a schedule.
practice preview
Interactive practice
Fill in the blank
Write the Claude Code brief for the welcome email drafter.
From Drafts to Sends
The Claude Code tool now does the hardest part of the email sequence — writing personalized welcomes grounded in the framework. Every time it runs, fresh drafts land in output/welcomes/, one per opt-in, named by visitor email so they can be matched back later.
But drafts in a folder have to be sent at the right moment, to the right person. That's the orchestration job for Cowork.
Cowork will watch for new opt-ins, pick up the Day 0 welcome from the folder Claude Code writes to, send it, then queue the Day 7 and Day 14 follow-ups for the right dates. The draft generation and the sending stay separate — Claude Code produces, Cowork sends. Each tool does what it's best at.
From Brief to Running System
Both layers built. You test the system against a sample batch of five opt-ins from your CSV. The system is ready. Each week, the Claude Code drafter runs against the new opt-ins. Cowork reads what it wrote and sends Day 0 immediately; Day 7 and Day 14 follow on schedule. You don't touch the emails after the initial test — the system handles itself.
What was an hour of weekly manual personalization is now a system that runs without you.
Stepping Back
The talk's three weeks out. The whole workflow happened in Claude: reasoning in chat, visual work in Claude Design, production handoff in Claude Code, and recurring work in Cowork. Each layer did what it was best at; the orchestration focused on ensuring the outputs integrated.
Select all that apply
Looking back at the full execution, which observations are the most useful for designing the next workflow like this one?
Not every project needs all four execution layers. Single-tool work is fine when the deliverable is one artifact. Where the full stack is worth the orchestration overhead:
- Multi-component projects — anything that produces more than one connected artifact
- Reasoning + production splits — when the thinking work has to finish before the visual or code work begins
- Recurring tail — when part of the work continues after the main deliverable ships (the email sequence, the page that lives on)
- Stakes that justify integration discipline — when the cost of incoherent deliverables is high enough to be worth catching
- Orchestration is the integration skill. Not using each tool well, but making sure their outputs fit together at the handoffs.
- Integration failures live at the seams. The deck and the page can both be correct and still drift from each other; the design system is what carries identity across them.
- The four-field structure works on real failures the same way it works on predicted ones. Where, what broke and why, the prevention, the verification.
- Reasoning layers finish before production layers begin. The reasoning's outputs have to be in a format the production layers can use, which is what the structured outline and the audience research were for.
- Automations earn their place during execution, not before. Wait for the recurring manual step to make itself obvious; then build the small tool.
- The orchestration is in the handoffs and the sequencing. Not in running things in parallel or in maximizing any one tool's capability.
What's Next?
You've now executed a full multi-layer workflow end-to-end. You've seen what handoffs look like in practice, where integration failures live, how to recover from them, and where automation earns its place.
The next lesson moves from one project to a recurring system. You'll see how the same orchestration skill applies to running a small business or a team with Claude as the operating layer — not for a one-time event like a talk, but for ongoing work that compounds week over week.
Let's keep going!
