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Feedback learning loop: change one variable at a time

Use a 3-round loop to improve outputs without random trial and error.

Use this 3-round loop

  1. run one bounded task
  2. record one main issue
  3. change one variable on the next run

Round 1: baseline run

Action:

  • run once without extra adjustments
  • write down input, output, and one main problem

Completion criteria:

  • the main problem is described in one sentence

Round 2: one-variable adjustment

Change only one variable:

  • output length
  • output format
  • tone
  • step constraints

Completion criteria:

  • you can clearly compare before and after

Round 3: retest and lock the pattern

Action:

  • rerun on similar input
  • compare output quality
  • save the better version as a reusable template

Completion criteria:

  • one reusable pattern exists
  • one next improvement item is recorded

Next step: run this pattern in one real channel from Channel integration basics.