1. "Is HSI the same as HSL?"

Nope.

2. "I understand that some algorithms will need to modify HSL individually.
 Am I wrong in understanding that adjusting contrast can be done on the
original channels once you know the scale factor?"

Yes for the contrast algorithm I need only L. But for the box filter I will
need H and S.

3. "You said, "give me the formula", and it's not that simple. Do we want
to assume a particular color space and encoding? Allow for others? Detect
it automatically?"

Ok I see what you mean now, this is beyond my current knowledge. Maybe
someone more experienced with colors can help?

Stefan
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