AI Coaching · Part 2

Working with Claude as a Coworker

Delegate real work to Claude in conversation, then check and correct the result.

What "coworking with Claude" means

Delegate a whole task to Claude.

A search box answers a question and forgets it. Claude takes on a piece of real work — drafting a proposal, summarising a long report, analysing a spreadsheet, translating a document, planning a project — and stays in the conversation while you shape the result.

It is a natural step up from the foundation. The three rules still hold — check every output, keep confidential data in the sanctioned workspace, own the final — but the unit of work simply gets bigger.

Two features that make it a coworker

Projects and Artifacts.

Projects

A Project lets you give Claude durable context — documents, reference material, and standing instructions it keeps across every conversation inside it. It is an extension of the reusable-helper idea from the foundation: instead of re-briefing from scratch each time, you set up a space that already knows your recurring work, and simply pick up where you left off.

Artifacts

Artifacts are real, workable deliverables Claude produces alongside the conversation — a document, a table, a simple app, a page — that you can see, iterate on, and refine live. Rather than copying text out of a chat, you watch the deliverable take shape and adjust it in place until it is right.

Good cowork patterns

Patterns that work well.

  • Bring the source material. Paste the report, the thread, the numbers. Claude works far better grounded in your real documents than guessing from general knowledge.
  • Ask for a draft, then correct. Treat the first output as a starting point, not a verdict. The value is in the second and third pass, where you steer it.
  • Ask it to show its reasoning and flag uncertainty. “Walk me through how you got there, and tell me what you are unsure about.” This is how you catch the confident-but-wrong answer.
  • Iterate rather than one-shot. The best results come from a short back-and-forth — refine, narrow, adjust — not from one perfect prompt.
When to reach for Claude

When to use a coworker, and when not to.

Reach for the coworker when
  • The work is longer, analytical, or multi-step
  • It needs your own documents as context
  • You will reuse the setup again and again
  • You want a real deliverable, not just an answer
A quick chat prompt is fine when
  • You need one fast fact or a short rewrite
  • There is no document to work from
  • It is a throwaway you will not revisit
Delegating a real task — a focused one-on-one working session at the desk
Delegating Real Work

Durable context in Projects, live deliverables as Artifacts — real work delegated, then checked.

Building a Project

Set up a Project once, then reuse it.

A Project is the reusable-helper idea from the foundation, made permanent. Instead of re-briefing from scratch every time, you set up a space that already knows your recurring work. It takes a few minutes once and saves that briefing on every conversation after.

1
Name the recurring job

Pick one thing you do often — supplier replies, weekly summaries, proposal drafts. A Project is worth building when the job repeats.

2
Add the standing context

Load the reference material it always needs: your templates, past examples, a style note, the facts that never change. This is what stops you re-explaining every time.

3
Write the instructions

Set the role, the task it usually does, the format you want back, and its limits — including a rule to flag anything it is unsure about.

4
Use it, then refine it

Run real work through it. When it gets something wrong, adjust the instructions — the Project gets sharper the more you use it.

A cowork session, start to finish

What delegating a real task looks like.

The value is rarely in the first answer. It is in the short back-and-forth that follows, where you steer the work — and then read it before it goes anywhere.

Drafting a reply to a long supplier thread
You

“Here is a supplier email thread. Summarise what they are asking for, list anything they have left unclear, and draft a reply in Thai that confirms the delivery date and asks for the missing details.”

Claude

Returns a three-line summary, two open questions you had not spotted, and a draft reply.

You

“Good, but we agreed net-30, not net-15 — fix that, and make the tone a little warmer.”

Claude

Corrects the terms and adjusts the tone.

You

Read it, check the date and the terms against your own records, and send it yourself.

Notice the last move is unchanged from the foundation: you read, you correct the things only you know, and you send. The coworker did the drafting and the summarising; the decision stayed yours.

Checking a coworker's output

A short checklist before you rely on it.

The better the draft looks, the easier it is to stop reading — which is exactly when mistakes slip through. A quick, consistent check catches most of them.

  • Numbers, names, and dates. Check every one against a source you trust. These are where confident-but-wrong answers do the most damage.
  • Claims you cannot see the basis for. If it asserts something, ask where it came from. “What are you basing that on?”
  • What it left out. A fluent answer can quietly skip the awkward part. Ask what it is unsure about, and what it did not cover.
  • The final decision. The coworker drafts and reasons; you own what goes out. Read it as if you wrote it — because you are the one signing off.

A more capable coworker still needs the same discipline.

Nothing about a stronger partner changes the rules. Check every output — the better the draft, the easier it is to stop reading, which is exactly when errors slip through. Keep confidential data inside the sanctioned workspace. And remember who owns the final: the coworker drafts, reasons, and iterates, but the human signs off. A stronger partner does not remove the need to check.

Next in the curriculum

A coworker drafts and reasons in conversation. The next stage is AI that operates — working directly on your files and systems. Continue to Claude Code, revisit the foundation, or return to the curriculum hub.

Bring Claude into your team's work.

Coaching that moves teams from asking questions to delegating real tasks.

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