# AI Teachers — Claude for Work: From Assistant to Agent

Updated 2026-10-25 · Free written training workbook

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## The outcome
Turn scattered working notes into a reviewed weekly research or status brief; understand when to use chat, Cowork and more advanced agent features.

## What you will learn
- Choose the right Claude mode
- Create reusable project instructions
- Evaluate skills, connectors and plugins
- Delegate a multi-step deliverable
- Test quality and approval boundaries

## Lesson 1: Choose chat, project or Cowork (25 min)

The task, not the feature list, should determine your starting mode.

### Follow these steps
1. Open Claude on an account that supports your intended feature; verify availability in your own interface.
2. For a single question use chat; for reusable context consider a Project; for a multi-step deliverable explore Cowork.
3. Choose the weekly briefing example and make a three-column list of available sources, required output and approvals.
4. Create an empty sandbox/project workspace or use fictional notes, not real client files.

### Copyable prompt

I need a recurring Friday review of three fictional project updates. Recommend whether to use Claude chat, a Project, or Cowork, based on required file handling, recurring context, review, permissions, and complexity. Provide the simplest working setup.

### Deliverable
A mode decision and safe practice workspace.

### Quality gate
You can explain why the chosen mode fits the task; unsupported options are marked optional.

### Watch out
Cowork, connectors and local file access vary by account, device and administrator settings.

My result:

What I verified:

What I will change:

---

## Lesson 2: Write project instructions that actually help (25 min)

Reliable results start with a stable brief and clear boundaries.

### Follow these steps
1. Define the audience, scope, voice, source hierarchy, report format and success standard.
2. Ask Claude to first produce a plan and list what it cannot verify.
3. Use project instructions or a reusable note; keep date-specific material out of permanent rules.
4. Test the same brief against two different fictional updates.

### Copyable prompt

You are my weekly project briefing assistant. Audience: a busy project sponsor. Use only the provided fictional notes. Sections: summary, completed work, blocked work, owner questions, next-week risks. Cite each note used. If a date, owner or outcome is missing, say UNCONFIRMED. Never send anything or modify source files. Ask for my approval before any external action.

### Deliverable
Versioned instructions, a short sample brief and gap log.

### Quality gate
The report distinguishes evidence from suggestion and passes a second sample.

### Watch out
Do not hide missing context or silently infer ownership.

My result:

What I verified:

What I will change:

---

## Lesson 3: Add skills, plugins and connectors deliberately (30 min)

A packaged workflow is useful only when tools and permissions match a real need.

### Follow these steps
1. List data the workflow truly needs and which approved source owns it.
2. Inspect supported Skills/plugins and connector permissions in your Claude account; features vary.
3. Draft one reusable 'project update analyst' skill with input schema, output format and checks.
4. Run it first without external write access; compare before and after for improvement.

### Copyable prompt

Draft a reusable project-update skill specification. Inputs: weekly notes and a project glossary. Outputs: status summary, risk list, source list, missing-information questions. Include minimum access scope, approval rules, three evaluation cases, and a version/date line. Make no claims that reading a prompt enforces security.

### Deliverable
Skill specification and least-privilege access checklist.

### Quality gate
The skill can be run manually without installing additional software.

### Watch out
Plugins may bundle subagents and connectors; install only trusted components you understand.

My result:

What I verified:

What I will change:

---

## Lesson 4: Delegate a complete reviewed report (30 min)

A complete outcome is more valuable than an impressive-looking prompt.

### Follow these steps
1. Supply the approved fictional source pack and your reusable brief.
2. Ask Claude to plan the report, draft a one-page narrative and a structured action table.
3. Inspect the document or exported result; compare numbers, owners and dates with sources.
4. Request fixes and save the revised file under a clear version name.

### Copyable prompt

Using the provided fictional sources, prepare a one-page executive report plus a table of action items. In the report distinguish confirmed facts, interpretation, and open questions. Before finalizing, run a second pass specifically looking for unsupported claims, mismatched dates, or duplicate tasks. Never send the report.

### Deliverable
One checked brief, action tracker and a list of corrections.

### Quality gate
No unverified fact is presented as a confirmed result.

### Watch out
AI-created documents and tables still require actual human review.

My result:

What I verified:

What I will change:

---

## Lesson 5: Make the next run reliable (30 min)

Repeatability requires an error plan, not just saved instructions.

### Follow these steps
1. Test a complete update, one missing status and a contradictory due date.
2. Log output quality and review time for each case.
3. Add a stop rule, approval step and escalation message.
4. Only after testing, explore scheduled tasks or supported automated handoffs.

### Copyable prompt

Create an operating runbook for this weekly reporting workflow. Include purpose, trigger, permitted sources, step-by-step execution, quality rubric, approval owner, failure messages, duplicate prevention, log fields, cost considerations, and a 7-day improvement plan.

### Deliverable
A repeatable, human-reviewed runbook.

### Quality gate
The workflow remains safe if a source is unavailable or a connector fails.

### Watch out
A scheduled instruction is not a guarantee that a service action ran successfully.

My result:

What I verified:

What I will change:

---

## Final review
- [ ] Every material fact has a permitted source.
- [ ] Missing data is visible.
- [ ] External actions still require authorized approvals.
- [ ] I have tested at least one failure case.
- [ ] I know who owns the result and how to stop the workflow.

Official reference links:
- Claude Cowork help: https://support.claude.com/en/articles/15520349-use-claude-cowork-on-web-desktop-and-mobile
- Claude plugins help: https://support.claude.com/en/articles/13837440-use-plugins-in-claude

AI Teachers · https://aiteachers.cc/academy/claude-for-work/
