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The Communication Proposal Generation Module integrates cognitive behavioral therapy techniques

2025-08-24 903

Scientific design of structured solutions

The module is based on the CBT triangular model (cognitive-emotional-behavioral), which is commonly used in clinical psychology, and each recommendation contains actionable S.M.A.R.T goals. For example, in the case of a "financial dispute", the system generates a step-by-step solution: the first stage (within 24 hours) provides a template for emotional calming, the second stage (within 3 days) suggests a specific agenda for a "financial roundtable", and the third stage provides a plan to synchronize spending over the course of a month. The third phase provides a month-long consumer synchronization plan. It is recommended to emphasize four elements of Nonviolent Communication: specific observations ("You have overspent three times this week"), clear feelings ("I feel anxious"), straightforward needs ("We need to work together on a budget"), and feasible requests ("We need to work together on a budget"). "), and feasible requests ("Can you reconcile your accounts every Saturday?") The suggestions were accompanied by expectations of results. Each suggestion is accompanied by indicators of expected results and warnings of common mistakes.

  • Evidence base: program adapted from the core framework of the Harvard Negotiation Project
  • Personalized adaptation: the recommended intensity is dynamically adjusted based on the user's previous simulation performance
  • Effectiveness Tracking: Built-in Satisfaction Prediction Algorithm Accuracy of 89%

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