X25GO KNOWLEDGE

Prompts and AI working methods

This cluster covers useful prompts. One clear goal and a few good facts are often enough.

What matters in practice

Start with one clear goal. Use one real case. Check the result before the next step.

This cluster contains 100 detailed guides. Every subject is covered from ten different perspectives, so a basic explanation does not compete with a checklist, audit, risk review or implementation guide.

The internal links follow the subject graph. Pages about the same subject link to other useful perspectives, while pages with the same intent connect nearby subjects. This creates short paths through the topic.

Topics in this cluster

Choose the subject that best matches the actual task. The first link starts with the basics and then offers nine deeper perspectives through related links.

Prompt structure

A prompt states the task and its limits. It also shows the format you expect.

Start with basics

Goal in a prompt

Set a clear goal for the prompt. You can then check if the reply meets it.

Start with basics

Context in a prompt

Give only the context that matters. Extra facts can hide the main goal.

Start with basics

Examples in a prompt

Show one useful example. Add a second one if it helps to set the limits.

Start with basics

Defining output format

Choose the format for the result. A table or JSON file needs clear fields.

Start with basics

Roles in prompts

A role can set the point of view. It does not replace a check by an expert.

Start with basics

Tables and JSON with prompts

Set the fields and allowed values. Then check that the data follows the rules.

Start with basics

Prompt chains

Split a large task into smaller steps. Review each result before you go on.

Start with basics

Reusable prompt templates

Keep fixed rules apart from new data. Test each template with real cases.

Start with basics

Testing and improving prompts

Test a prompt on several cases. Compare the results using the same rules.

Start with basics

Ten perspectives for each topic

Basics explained clearly
How to implement it step by step
Common mistakes to avoid
How to audit and assess it
How to make the right decision
Practical checklist for SMEs
A concrete practical example
Risks and limits to know
How to measure success
Practical SME implementation

Use only the perspective you need. A checklist is useful when the method is already known. An audit page is better when the current state is unclear. A decision page helps before larger changes.

At a glance

Four relevant points to understand and check on this page.

Goal of this topic area

Good prompts make the goal, context, limits and output visible. Longer wording is not automatically better.

Key subject rule

Change only one important part per test where possible. This makes it clear which change improves the result.

A practical starting point

Prompt structure: A prompt states the task and its limits. It also shows the format you expect.

One more case to check

Goal in a prompt: Set a clear goal for the prompt. You can then check if the reply meets it.

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