Learn Claude AI Practically
Collaborate with Claude to understand complex information, analyse documents, develop clear writing and build useful outputs—without surrendering evidence, privacy or human judgement.
What You Will Be Able to Do
Use Claude for careful, structured work rather than accepting a polished first response.
Understand Claude
Explain Claude's role and distinguish chats, files, Projects and Artifacts.
Define Success
Set clear goals and evaluation criteria before refining a prompt.
Ground Analysis
Connect claims to supplied documents and identify missing evidence.
Work Responsibly
Protect sensitive content, verify important work and retain final accountability.
What Is Claude?
Begin with a practical understanding of Anthropic's AI assistant.
1 An AI Collaborator for Complex Work
Claude is a conversational AI assistant created by Anthropic. It can help break down problems, analyse information, develop writing, work with data and code, and produce structured outputs through natural-language conversation.
Claude is particularly useful when a task contains substantial context: a long brief, multiple documents, detailed instructions, evaluation criteria or several rounds of revision. The quality of the result still depends on the material and direction you provide.
2 Claude Is Not an Automatic Authority
Like other generative AI systems, Claude may misunderstand a request, overlook part of a file, make an incorrect inference or produce information that needs updating. Clear writing is not proof of factual accuracy.
Use for Drafting
Outlines, explanations, comparisons, edits and alternatives that a person will review.
Verify Important Claims
Current facts, laws, prices, calculations, citations and high-impact recommendations.
Do Not Delegate Accountability
Medical, legal, financial, safety, hiring and other consequential decisions require qualified human judgement.
Important Claude Workspaces and Features
Availability can vary by account, plan, device and organisational settings.
Conversations
Ask, clarify, critique and refine while maintaining the useful context of the current chat.
File Uploads
Work with supported documents and images for summaries, extraction, comparison and analysis.
Projects
Organise related chats with shared project knowledge and reusable project instructions.
Artifacts
Create substantial standalone content such as documents, code, diagrams, visualisations or interactive tools in a separate working area.
Web Search & Research
Where available, use current web information and deeper research workflows, then inspect the sources.
File Creation
Where enabled, Claude can create or edit spreadsheets, presentations, documents and PDFs through natural-language instructions.
The O–C–M–F–E Prompt Formula
Claude prompting begins with a clear outcome and measurable success criteria.
3 Five Parts of a Professional Claude Prompt
| Element | Meaning | Example |
|---|---|---|
| O — Outcome | The result you want to achieve | “Create an executive summary and action plan.” |
| C — Context | Audience, purpose and constraints | “For an institute director reviewing learner feedback.” |
| M — Material | Documents, data or examples to use | “Use only the attached survey and policy note for factual claims.” |
| F — Format | Structure, tone and length | “Use a one-page brief followed by a priority table.” |
| E — Evaluation | Success criteria and checks | “Every recommendation must connect to evidence; flag gaps and uncertainty.” |
4 Give Examples and Separate Instructions
For important recurring tasks, show Claude an example of an acceptable output. When a prompt contains source material, separate the instruction from the material using clear headings or tags.
Analyse Long Material Without Losing Traceability
Document work should create a path from claim back to source.
5 The Four-Pass Document Method
Ask Claude to list the uploaded files, their apparent purpose, coverage and any unreadable or missing sections.
Request facts, dates, figures, obligations or themes with page, section, row or filename references where possible.
Ask for comparisons, patterns, contradictions, risks and gaps—clearly labelled as analysis.
Create the final brief, plan or draft only after correcting extraction errors and agreeing on criteria.
Inspect a sample of every important output category directly in the original material.
Save the source list, verification notes and assumptions alongside the final deliverable.
Where Claude Can Create Value
Adapt these applications to your learning, office, institute or business setting.
Learning & Teaching
- Explain difficult concepts
- Create case-based practice
- Review a learner's reasoning
- Build structured study material
Document Analysis
- Summarise and compare files
- Extract requirements and actions
- Find contradictions or gaps
- Create evidence-led briefs
Writing & Editing
- Develop professional drafts
- Maintain voice while improving clarity
- Critique logic and organisation
- Create versions for different audiences
Business Thinking
- Analyse permitted feedback
- Compare strategies using criteria
- Create operational checklists
- Develop risk and action registers
Technical Work
- Explain or review code
- Plan technical projects
- Debug with sufficient context
- Create prototypes and artifacts
Freelancing
- Improve research-assisted deliverables
- Create client questionnaires
- Develop proposals and briefs
- Build repeatable quality workflows
Learn Claude by Doing
Use public or self-created, non-sensitive material.
Experiment 1: Evidence-Led Document Comparison
Upload two public documents on the same topic and explain the comparison goal.
Request a table of agreements, differences, missing points and source locations. Prohibit unsupported guessing.
Manually verify six claims. Correct any mistake and ask Claude to rebuild the table.
Experiment 2: Build and Refine an Artifact
Choose a useful standalone output: checklist, calculator concept, mini dashboard, diagram or interactive study aid.
Describe the users, controls, content, style and success criteria. Ask Claude to create an Artifact where available.
Use five realistic test cases, record problems and request a revised version. Review carefully before sharing.
Protect Information and Preserve Accountability
Careful document work begins before a file is uploaded.
Privacy Checklist
- Remove passwords, IDs and unnecessary personal details.
- Confirm that you are authorised to upload every file.
- Use organisation-approved accounts and retention settings.
- Review sharing permissions for Projects and Artifacts.
- Do not publish an Artifact containing private or licensed material.
Accuracy Checklist
- Define evaluation criteria before drafting.
- Connect important claims to source evidence.
- Check current facts against authoritative sources.
- Test calculations, code and interactive outputs.
- Request uncertainty and missing information explicitly.
Create a Source-Grounded Decision Brief
Demonstrate prompting, document analysis, critique and human verification in one workflow.
Assignment: Evidence to Action
Select a real but non-sensitive question and write five success criteria for the final brief.
Provide two or more permitted sources and use the four-pass document method.
Create a one-page brief, evidence table, action plan, assumptions list and human verification note.
Success Criteria Worksheet
- Intended decision: ______
- Audience: ______
- Authorised sources: ______
- Five quality criteria: ______
- Facts requiring verification: ______
Self-Review Score
- Evidence traceability: ___ / 5
- Accuracy and coverage: ___ / 5
- Clarity and usefulness: ___ / 5
- Human improvement: ___ / 5
- Privacy and responsible use: ___ / 5
Mistakes Learners Should Avoid
Replace attractive shortcuts with reliable working habits.
Wrong Habits
- Starting without success criteria
- Uploading files without checking permission
- Asking for a summary without source references
- Assuming the whole document was understood perfectly
- Publishing an untested Artifact
- Trusting polished language without verification
Professional Habits
- Define outcome and evaluation first
- Inventory and sanitise source material
- Separate extraction from interpretation
- Use examples and structured instructions
- Test outputs against realistic cases
- Retain final human review and accountability
Quick Quiz: Claude AI
Answer all ten questions and submit.
1. What is the best professional way to use Claude?
2. In O–C–M–F–E, what does M represent?
3. What should come before repeated prompt improvement?
4. What is a Claude Artifact?
5. What is useful about a Project?
6. What is the first pass of the document method?
7. Why should extraction and interpretation be separated?
8. Which file is suitable for practice?
9. What should happen before sharing an Artifact?
10. Who approves the final work product?
Remember These Six Points
Review before moving to Tool 04.
1. Define Success
Set the outcome and evaluation criteria before refining prompts.
2. Supply Clean Context
Provide relevant, authorised material and clear source boundaries.
3. Structure Instructions
Separate the task, requirements, source material and quality check.
4. Analyse in Passes
Inventory, extract, analyse and produce rather than jumping to conclusions.
5. Test Artifacts
Check function, accuracy, access and rights before sharing.
6. Verify and Approve
Use source evidence and human judgement for the final result.