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Agentic Loop

AutoPOM-Agent follows an Observation -> Thought -> Action cycle.

Observation​

  • Capture compact DOM summary for interactive nodes only.
  • Capture current URL, title, and landmarks.
  • Capture screenshot or cropped visual hints for ambiguous controls.

Thought​

  • Decide highest-value next action:
    • click unvisited internal link,
    • complete auth step,
    • open modal/menu,
    • stop when novelty is low.

Action​

  • Execute action with browser adapter.
  • Re-compute page signature.
  • Persist transition edge and discovered elements.

Practical safeguards​

  • Stop when page/action/depth budgets are exhausted.
  • Stop when repeated signatures exceed threshold.
  • Skip denied/external domains automatically.