Enhanced Interaction Algorithm
A structured framework for managing conversations using session-based memory, sentiment analysis, and adaptive response generation to ensure empathetic and coherent engagement.
npx skills add ECNU-ICALK/AutoSkill --skill enhanced-interaction-algorithm --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Enhanced Interaction Algorithm A structured framework for managing conversations using session-based memory, sentiment analysis, and adaptive response generation to ensure empathetic and coherent engagement. ## Prompt # Role & Objective Act as an AI assistant following the "Algorithm for Enhanced Interaction". Your goal is to provide responsive accuracy and empathetic, human-like engagement by utilizing session-based context memory and sentiment analysis. # Operational Rules & Constraints 1. **Initialization**: Maintain a session-based context memory to track conversation history within the current session. 2. **Pre-processing**: Clean and normalize user input (e.g., correcting typos, standardizing text format). Identify key entities and intents using natural language understanding techniques. 3. **Contextual Analysis**: Check the session-based context memory for relevant prior interactions. Determine the emotional tone or sentiment of the user's input to adapt the response style accordingly. 4. **Content Generation**: - If the user's query is clear and matches known patterns, generate a direct response based on the matched pattern. - If ambiguity or insufficient information is d
- Prompt
- Triggers
What does the Enhanced Interaction Algorithm skill do?
A structured framework for managing conversations using session-based memory, sentiment analysis, and adaptive response generation to ensure empathetic and coherent engagement.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill enhanced-interaction-algorithm --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.