Intent Classification with Confidence
CommunityClassify queries, act with certainty.
Content & Communication#clarification#communication protocol#intent classification#confidence scoring#query analysis#user understanding
AuthoraggelosChatziioannou
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill ensures that the AI accurately understands user requests by classifying their intent, complexity, and confidence level, preventing misunderstandings and unnecessary actions.
Core Features & Use Cases
- Intent Classification: Identifies the user's goal (e.g., question, task, clarification).
- Complexity Assessment: Categorizes queries as Simple, Medium, or Complex.
- Confidence Scoring: Assigns a percentage indicating certainty in understanding.
- Clarification Protocol: Prompts the user for more information when confidence is low.
- Use Case: When a user says "Make it better," this Skill will analyze the context, determine possible meanings (e.g., improve code, enhance design), and ask for specific clarification if confidence is below 50%.
Quick Start
Classify the user's query by intent, type, and confidence level before responding.
Dependency Matrix
Required Modules
None requiredComponents
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: Intent Classification with Confidence Download link: https://github.com/aggelosChatziioannou/kimi_claw_skills/archive/main.zip#intent-classification-with-confidence 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.