Clarity AI

Other

AI-Powered Intent Parser - Transform messy input into crystal-clear instructions. Converts verbose Chinese/English input into structured intent. Supports 7 intent types + 20+ programming languages. Privacy-first, millisecond response.

Install

openclaw skills install clarity-ai

Clarity AI

Transform messy input into crystal-clear instructions

What It Does

Messy Input	Clean Output
"Hi, about Python for loops, why is it running so slow?"	Intent: Performance<br>Language: Python<br>Goal: Analyze slow loop

Features

Feature	Description
🎯 7 Intent Types	Debug, Performance, Create, Explain, Modify, Review, Learn
⚡ Millisecond	Local rule engine, no waiting
🔒 Privacy	100% local processing
🌏 Bilingual	Chinese & English

Supported Intents

Intent	Keywords
Code Debug	debug, error, bug, issue
Performance	slow, performance, optimize
Code Creation	write, create, generate
Concept Explain	what is, explain, principle
Code Modify	modify, refactor
Code Review	review, check
Learning	teach, learn

Usage

Activate: "开启精准模式" or "Enable precision mode"

Input: "Can you help me check this Python code?"

Output:

## 🎯 Precision Instruction

**📌 Intent:** Code Debug
**💻 Language:** Python

**🎯 Goal:** Find and fix code issues

Deactivate: "关闭精准模式" or "Disable precision mode"

Installation

clawhub install clarity-ai

Optional: Ollama Enhancement

brew install ollama
ollama pull qwen:0.5b
brew services start ollama

Technical Details

Speed: Millisecond response (rule engine)
Privacy: 100% local
Languages: 20+ programming languages
Intelligence: 7 intent types

Author

Boss - Built for better AI communication