interaction-analyzer
CommunityAnalyze user interactions for insights.
Data & Analytics#log analysis#sentiment analysis#ai insights#user behavior#interaction data#conversation metrics
AuthorWangK0221
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill analyzes user interaction logs to identify engagement trends, understand user behavior, and pinpoint areas for improvement in AI assistant interactions.
Core Features & Use Cases
- Message Analysis: Counts user and assistant messages, calculates average message length.
- Sentiment Tracking: Provides a basic overview of positive, negative, and neutral sentiments expressed.
- Keyword Identification: Highlights the most frequent non-stop words to understand common topics.
- Temporal Analysis: Shows message distribution across a 24-hour period to identify peak interaction times.
- Use Case: A product manager can use this Skill to review a day's worth of user interactions with a new AI feature, quickly grasping what users are talking about and when they are most active.
Quick Start
Analyze the interaction log file located at /path/to/your/log.json and print the report to the console.
Dependency Matrix
Required Modules
minimist
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: interaction-analyzer Download link: https://github.com/WangK0221/OpenClaw_Shrimp/archive/main.zip#interaction-analyzer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.