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:**
```markdown
## 🎯 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
```bash
clawhub install clarity-ai
```
---
## Optional: Ollama Enhancement
```bash
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
标签
skill
ai
