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This skill enables developers to transition from expensive, manual LLM-driven browser exploration to scalable, deterministic Node.js runners. By integrating Puppeteer or Playwright with single-shot LLM calls for element selection, it significantly reduces API costs while maintaining high reliability for complex web interactions. It is particularly effective for productizing page-structure discovery into automated flows that include heuristic filtering, robust error handling with screenshot captures, and playback controls for dynamic content.
