Check past user interactions for similar questions before answering.
npx skills add https://github.com/ghostwright/phantom --skill echo-ghostwright
Please help me install this Agent Skill. Skill: echo Source: https://github.com/ghostwright/phantom/tree/main/skills-builtin/echo Command: npx skills add https://github.com/ghostwright/phantom --skill echo-ghostwright
This Skill prevents the AI from answering the same question multiple times by checking past interactions.
Use the echo skill to check if the user has already asked a similar question before providing a new answer.
High-intent search queries and answers about installing and using this skill.
To prevent duplicate answers, the system checks past user interactions via semantic similarity matching before generating new responses. If a similar prior question is found, it surfaces the previous answer and asks if anything has changed.
Contextual memory for avoiding repetitive responses works by accessing past user interactions and performing semantic similarity matching. It identifies if a user previously asked a similar question to maintain conversation context.
Yes, an AI can check past interactions before providing a new answer by utilizing semantic similarity matching. It surfaces prior answers to the user and asks if anything has changed, enhancing the user experience.
The best way to handle duplicate user queries is to implement a prior answer check that compares new inputs against past interactions. This contextual answering approach respects past user decisions and prevents redundancy.
Yes, preventing duplicate answers requires the AI to have access to past user interactions and a mechanism for semantic similarity matching. This setup is necessary to identify redundancy and provide contextual answers.
thecloudtipsQuery a local SQLite memory store and inject relevant past interactions into plugin execution context.
eanzhaoRead a short snippet from a text file using the file_read tool.
tiankong0101-byteRetrieve relevant stored content using hybrid semantic and keyword search.
tiankong0101-byteStore and retrieve persistent conversational memory across agent sessions.
