- name
- clarity-ai
- description
- 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.
- version
- 2.1.0
- author
- Boss
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 issuesDeactivate: "关闭精准模式" or "Disable precision mode"
Installation
clawhub install clarity-aiOptional: Ollama Enhancement
brew install ollama
ollama pull qwen:0.5b
brew services start ollamaTechnical Details
- Speed: Millisecond response (rule engine)
- Privacy: 100% local
- Languages: 20+ programming languages
- Intelligence: 7 intent types
Author
Boss - Built for better AI communication