大语言模型与 AI
Skill: long-horizon-information-recall-and-personalization
Use this skill when the user expects the agent to act as a deeply personalized assistant by synthesizing facts, schedules, and persona traits scattered across long conversation histories, or when the agent must proactively use past history to steer the conversation. It is triggered when the agent must detect implicit user preferences, identify schedule conflicts, distinguish between different speakers in group chats, or proactively mention past topics to build rapport. Everyday examples include: 'What should I do this weekend based on what I like?', 'Do you remember which one of us ordered the vegetarian meal?', and 'Bring up things we talked about last week to cheer me up.'