“Improving the photo” is not one team, but a family of different tasks.
The user may want more light, cleaner skin, a different background, stronger composition or fixing a specific defect. If the target is not named, the model chooses the popular improvement itself - often amplifying contrast and retouching, although the problem was in the crop or excess object.
Seven directions instead of general improvement
| Intent. | When it comes | The main risk |
|---|---|---|
| Technical quality | Soft or noisy file | Painted details |
| Exposure and colour | Dark, overlight, shade. | Plastic-looking skin |
| Retouch | Temporary defects | Age change |
| background | Noisy surroundings | Halo and the New Light |
| Composition | Weak accent or crop | Loss of important edges |
| Removal | Superfluous object | A stain instead of texture |
| Styling | We need a new look. | Loss of identity |
50 Ways to Be More Accurate
Increase the readability of details; reduce digital noise; restore soft sharpness; remove compression artifacts; preserve natural texture; improve small edges, prepare for large size.
Make your face lighter; return details in the shadows; reduce backlight; correct white balance; remove green; keep skin tone; align light with background.
Remove temporary redness; soften the shine of the skin; save pores; do not change age; reduce shadows under the eyes; keep the shape of your face; make the processing editorial.
Simplify the surroundings; replace the background with a neutral one; save the edge of the hair; add a moderate bokeh; remove the color halo; keep the direction of light; do not change the person.
Make the face the main accent; leave space under the title; level the horizon; keep your hands in the frame; prepare a round crop; make the product larger; do not trim the crown.
Remove the passer-by; remove the wire; clear the stain; erase the date of the camera; restore the brick; continue the fabric; preserve the shadows of other objects.
Make a soft business portrait; add magazine lights; keep recognizable; use a calm palette; do not add text; don’t change pose; leave realistic skin; make the background less staged.
Select the problem you noticed first.
Look at the picture in its final size and finish with, "I can't use this shot because..." The answer will point to the first group. If it's too dark, start with light instead of simultaneously retouching and a new background.
Combine only independent and compatible activities
Exposure correction and white balance are usually related. Removing a large object and preserving the background require one contract, but new posture, changing clothes, retouching the face, and text on the poster compete for attention and area of the image. Divide them into steps from main to decorative.
Compare the reported improvement.
If the prompt was about shadows, don't evaluate a new background first. If you want to delete a date, check the texture in its place. One wording should give one main criterion - then it is clear whether the generation helped or just made another beautiful picture.
Build a prompt in three lines
Change it. It's one of the main things. Save: face, posture, product or background that is already correct. Result: This pattern is shorter than most "professional prompts" and easier to check.
Accurate “improvement” begins with a reason that prevents the use of photos.
Pick one of seven groups, name the change you're seeing and fix the important thing. Normal language is enough -- it needs a specific goal, not professional jargon.