From Beginner to Independent User

You organize recurring work, carry out a final project, and create a realistic learning plan for the next step.

After this chapterAfter this chapter, you can independently determine when ChatGPT helps, what context is needed, and how to control quality and risk.

Your progress0 of 48 lessons

Guided practice · then try it yourself

Reuse a preference and keep checking for yourself

The main route works in an ordinary chat: save a short starting instruction in your own notes and paste it into a new task. This keeps the preference visible, even without extra settings.

Preference for this chat: use short sentences and explain any new technical term immediately. Task: explain what a prompt is in three sentences.

Use this starting instruction in a new chat. Check that the explanation is understandable and any new technical terms are explained.
Write your own starting instruction with one harmless preference, such as “Use bullet points for step-by-step instructions”. Test it with a small fictional task. Keep it only if it helps.

Using settings, if available: open your settings and look for personal instructions or response preferences. Record the existing contents. Add only “Use short sentences and explain new technical terms immediately” and save the change. Test in a new chat with the same question about a prompt. Then undo your change by restoring the original contents. If you cannot find this setting, use the starting instruction.

Memory is different: depending on your settings, information from earlier conversations may be carried over. A style preference does not guarantee that an arrangement will be remembered. Always include important facts and requirements with the task. You do not need to enable memory or save personal information for this exercise.

Explore projects, if available: create a practice project called “Fictional walk”. Add oefenbericht.txt to the project sources and check the filename. Open a chat in that project and ask for the time, meeting point and requested response. Compare the answer yourself with the original file. If any of these options is unavailable, perform the task in an ordinary chat using the three pasted sentences. Record that you practised the chat route.

Download oefenbericht.txt for the practice project

View the answer and assessment criteria

You can explain where your preference was stored, whether the answer followed it and how you restored the setting. One successful test does not guarantee that every future answer will be correct. The project check must again give Sunday at 10 am, an unknown meeting point and confirmation by Friday.

8.1

Personalize without losing control

Use personal instructions and memory for convenience, not as the only source of critical rules.

Where available, you can set preferences, writing style, and recurring context. Memory can carry useful information across conversations. Check what is enabled and do not store secrets such as passwords or access keys as personal context.

Also explicitly include requirements that must always apply in your assignment, project instruction, or controlled source document. Automatic memory can be incomplete or outdated.

Style preferences
Check memory
No passwords or access keys
Critical rules explicit

How you can use this

Personal use: a preference for short answers. Study: a learning goal for each project. Work: a fixed report structure in project instructions.

Try this prompt

Help me create a short personal instruction. Preferences: [preferences]. Do not include sensitive data and separate style preferences from task-related requirements.

Your practical exercise

Write five lines of personalization without address, customer data, secrets, or temporary project information.

Source for this lesson

OpenAI — Memories
Memory supports context but should not be the only place for mandatory requirements.
Checked: 2026-09-07

8.2

Projects and individual results

Group shared resources, but use a separate chat for a clear outcome.

A project can keep related chats, resources, and instructions together. Start a separate chat for a report, practice session, or communication output, so that the transcript remains focused.

Check which files and instructions the project actually contains. Remove outdated resources and give documents recognizable names and dates.

Shared project context
Separate chat per result
Record dates for sources
Remove outdated content

How you can use this

Study project: source material, separate chat per chapter. Entrepreneurial dream: customer problem, market conversations, and offer as separate results.

Try this prompt

Create a project structure for [goal] with shared resources, project instructions, and separate chats per result. Keep it to a maximum of five chats.

Knowledge check

Your study project contains two versions of a summary with different definitions. You want to start a new practice session. What do you arrange first?

I check the versions against the course source and mark or remove the outdated version.I choose the most recently uploaded summary and leave the other in the project without explanation.I combine the definitions in one file and let ChatGPT choose the most useful version.

Your practical exercise

Draw your own project layout with resources, instructions, and three desired results.

Source for this lesson

OpenAI — Projects and chats
Projects group chats, sources, and instructions; check what is available.
Checked: 2026-09-07

8.3

A reusable library

Save successful instructions with goal, input, check, and version.

A loose prompt library quickly becomes outdated if you only copy text. Also save when the prompt works, which input is needed, which checks follow, and when you last tested it.

Skills or other reusable workflows may be available for more complex recurring tasks. Those belong in a follow-on learning pathway; the foundation is a transparent process that a human can check.

Goal
Required input
Prompt or instruction
Checkpoints
Test date

How you can use this

Work: a fixed status-update template. Personal use: weekly planning. Entrepreneurship: preparation for a customer conversation, not automatic decision-making.

Try this prompt

Convert this successful approach into a library record with goal, required input, instruction, checkpoints, example, and test date: [approach].

Your practical exercise

Keep three prompts from the course as records with purpose, input, check, and date.

Source for this lesson

OpenAI — Skills & Plugins
Reusable instructions and tools; availability depends on the environment.
Checked: 2026-09-07

8.4

Perform a complete task

Work from assignment to checked final result with clear stopping points.

A reliable workflow has six phases: set the goal, gather input, create a first draft, make targeted improvements, check facts and risks, and approve the result yourself. An explicit approval step remains necessary for external actions.

Do not only measure speed. Also note corrections, missing sources, and post-editing. A task that seems faster but causes more rework is not a gain.

Goal
Input
First version
Improvement
Check
Approval

How you can use this

Personal use: compare travel options. Study: create a study sheet. Work: prepare a meeting update. Entrepreneurship: draft an initial interview guide for potential customers.

Try this prompt

Perform this task in six phases: [task]. Stop after the first version, after the check, and before any external action so that I can assess.

Your practical exercise

Perform a task and note time, error, or improvement per phase. Compare with your previous way of working.

8.5

The final project

Demonstrate that you can independently give instructions, make adjustments, verify results, and finish responsibly.

Choose a limited, non-sensitive task; the fictional learning sheet in this chapter is a fully valid practice option. Save your first prompt, first answer, targeted follow-ups, verification log and your own final version. Describe which parts you decided on or rewrote.

Assess yourself against six criteria: goal and usefulness, context, targeted improvement, verification, safety, and your own contribution. Use the quality levels in the final assessment. Ticking off an item does not by itself prove that you have mastered it.

First prompt
Iterations
Source verification
Own editing
Self-assessment

How you can use this

Options: weekly plan, study explanation, team update, or interview plan for an entrepreneurial dream.

Try this prompt

Help me plan my final project. Task: [task]. Create an evidence checklist covering the prompt, iterations, source verification, privacy, my own contribution, and the final result. Do not carry out the task yet.

Your practical exercise

Complete a limited task, such as the fictional learning sheet in the chapter example. Assess your dossier against all six rubric criteria and refer to your own work for each judgement. A second person may review it. If working alone, close your earlier assessment first, then reassess in a separate round using the source and rubric. Note that this remains self-assessment. Improve an insufficient criterion; do not invent an error when your checks reveal none.

8.6

Your personal 30-day plan

Build a small habit around relevant tasks and measure quality alongside time.

Choose two recurring tasks and a learning goal. Practice briefly but purposefully. Keep track of how much time you spend, which corrections are needed, and which results you actually use.

Expand only once the basics work reliably. Follow-on courses can then cover more in-depth research, files, workflows, automation, or sector-specific applications.

Two relevant tasks
A learning goal
Measuring quality and time
Reviewed weekly
Only expand after that

How you can use this

Not everyone needs to become an entrepreneur. Anyone who has a business dream can focus one of the two tasks on gathering evidence for a real problem.

Try this prompt

Create a 30-day plan with two recurring tasks and a learning objective. Schedule two short practice sessions per week. Measure time, corrections, results used, and open risks.

Your practical exercise

Make your plan, choose a first measurement point, and schedule a fair evaluation after seven days.

Worked example

Completing a small task with visible evidence

Fictional practice material; incorrect answers have been created deliberately for this exercise.

A fictional study final project. You want a study sheet based on this practice source: “An instruction tells someone what to do. A question asks for information.”

Input

Create a study sheet with the two definitions from my practice source and two exercises. Put the answers separately. Do not use other definitions.

First practice answer

The definitions are copied correctly, but each exercise immediately shows its answer. You keep this first version as process evidence.

Check

Follow-up instruction: move the answers to a separate section at the end. Compare both definitions with the practice source. Check whether each exercise is unambiguous and whether the study sheet really helps you answer for yourself first. Record your own choice and time spent.

Improved version

Definitions: copied from the practice source. Exercises: 1. “Where is the folder?” 2. “Open the folder.” Separate answers: 1 is a question asking for information; 2 is an instruction. Keep the task, first prompt, versions, source check, and your own final assessment together.

Try it yourself

Create a small learning sheet for two concepts from a non-sensitive source, or use the given fictional definitions with two practice sentences of your own. Assess the approach and result with the final rubric. Ask for feedback if someone is available; otherwise use the separate self-assessment round from lesson 8.5.

View the model answer

A useful submission includes the source, a clear task, first version, a reasoned follow-up instruction, checked definitions, and final version. Record missing evidence honestly. The assessment rubric helps you check what you can demonstrate; attractive formatting alone is not enough.

Chapter assignment

Bring everything together

Complete the final project with your first prompt, improvements, verification log, your own final version, and an assessment against the six criteria below.

My notes

Maximum 10,000 characters per note.

Progress and notes are stored only in this browser on this device. Do not enter sensitive data. Download your notes regularly. This course sets no automatic expiry date. You can delete the data through your browser’s site-data settings; export anything you wish to keep first. Browser settings or cleanup may erase it earlier. These local notes are not sent to Finaudax.

My assessment

Marking a lesson complete is your own assessment; it does not automatically demonstrate mastery.

Goal

Not yet sufficient: The task is not specific or the result is not useful.

Sufficient: The result meets the task described in advance and is useful within the stated boundaries.

Strong: Another user can also verify that the goal, format, and required information are correct.

My assessment: Goal

Context

Not yet sufficient: Important input is missing or assumptions are presented as facts.

Sufficient: Relevant input and assumptions are listed separately; unnecessary sensitive information has been omitted.

Strong: You explain why the chosen input is needed and how missing information changes the outcome.

My assessment: Context

Iteration

Not yet sufficient: There is no targeted improvement, or its effect is not visible.

Sufficient: At least one targeted follow-up improves an identifiable shortcoming.

Strong: You compare before and after, and check that the adjustment does not introduce a new substantive error.

My assessment: Iteration

Verification

Not yet sufficient: An important claim or calculation has been used without an appropriate check.

Sufficient: Important claims have been checked; uncertainties remain visible and limit use.

Strong: You also check conditions or an alternative explanation and preserve the evidence.

My assessment: Verification

Safety

Not yet sufficient: Unnecessary sensitive data has been used, or an action has been performed without checks.

Sufficient: The input, use, and any external action comply with the safety rules discussed.

Strong: You explain your judgement and show a safe route when in doubt.

My assessment: Safety

Own contribution

Not yet sufficient: The AI output has been copied without being read.

Sufficient: You have made your own choices, assessed the result, and approved the final version.

Strong: You can independently explain what you changed, why, and which limitations remain.

My assessment: Own contribution