Request: to AI effectively and efficiently {the right Tone}

Situation:

I need an effective and efficient way to request something from AI:

  • no over-explaining
  • no long paragraphs
  • AI immediately understands everything that is needed

Solution

  • provide enough context
  • not excessive instructions

Too Few vs Too Much

❌ Too Few   → Incomplete, not useful
❌ Too Much  → Overwhelmed, information overload
✅ Pragmatic

I need to find the sweet spot – the one that feels “just right”.

The right Tone

not rigid instructions like: “make me a code for…”

but rather like talking to a teammate who is very smart:

I have A and B
please help me make C
following the pattern of A and B combined

the difference:

  • rigid → AI answers literally, nothing more
  • natural → AI understands the intent, the result is far better

Case study 1: Request - generate Code from an Image

I have A: {fileName.html}
I have B: an image

please make C for me:

  • based on B
  • following the pattern of A

Description:

  • A = pattern/style reference
  • B = content/layout reference
  • C = desired output

example:

Case study 2: Request - generate Code from another Code

I have A: {fileName.cs}
I have B: {fileName.js}
I have C: {fileName2.cs}

please make D for me:

  • based on C
  • following the pattern of A and B

example:

Fine-tune the Tone

In certain situations, I often need to fine-tune the tone I’ve been using — to get a response from AI that better matches what I actually expect.

Pattern 1 — Visual as Spec

I have A: an image

please make B for me:

  • based on A

example:

“convert this image into an HTML Fragment”

Image = spec. No need to describe it in lengthy paragraphs.

Pattern 2 — Complete, not Create

I have A: {existing file}
I have B: {reference}

please complete A:

  • so that it matches B

example:

“please complete this, so that it matches the .MD file”

not “build from scratch” — but “complete what already exists”.
AI immediately understands the context and its boundaries.

Pattern 3 — Minimal Bug Report

I have A: {screenshot}

please fix:

  • the part that looks “not ok”

example:

“the % part doesn’t look quite right”

5 words. AI immediately knows the problem, immediately fixes it.

Pattern 4 — Scoped Correction

I have A: {code snippet}

please explain:

  • this part only
  • no need to change any file

example:

“no need to modify the .MD file, just explain this part”

explicitly limiting the scope — AI does not over-deliver.