🧠 AegisMind - Multi-Model AI Coding Assistant

The ONLY coding assistant that validates answers across GPT-4, Claude, and Mistral simultaneously.

Stop trusting a single AI. AegisMind consults multiple models, detects bias, validates responses, and shows you which model contributed what.

✨ Features

🤖 Multi-Model Intelligence: Consults GPT-4o, Claude-3, Mistral simultaneously
💻 Code-First Commands: Right-click on code to explain, fix, optimize, test, and more
🎨 Provenance Tracking: See which models contributed to each answer
⚠️ Bias Detection: Automatically catches and corrects AI biases
🌍 19 Languages: Optimized for Spanish, French, German, Polish, Turkish, Japanese, and more
📊 Quality Metrics: Transparency into coherence and model agreement scores
⌨️ Keyboard Shortcuts: Fast access with Ctrl+Shift+E/F/T

🚀 Quick Start

1. Install the Extension

Search for "AegisMind" in VS Code/Cursor Extensions marketplace.

2. Get Your Free Account

Visit aegismind.app and sign up (free tier: 10 queries/day).

3. Set Your Email

Press Ctrl+Shift+P (or Cmd+Shift+P on Mac) and run:

AegisMind: Set Email

4. Start Using It!

Select any code → Right-click → Choose an AegisMind command!

💻 Code Commands

📖 Explain Code (`Ctrl+Shift+E`)

Select confusing code and get a multi-model explanation.

Example:

// Select this line and press Ctrl+Shift+E
const result = arr.reduce((acc, val) => acc + val, 0);

🔧 Fix Code (`Ctrl+Shift+F`)

Detect and fix bugs automatically.

Example:

# Select and press Ctrl+Shift+F
def divide(a, b):
    return a / b  # BUG: Missing zero check!

Choose:

"Show suggestions" → See explanation + fix in side panel
"Apply automatically" → Auto-fix inline (with preview)

🧪 Generate Tests (`Ctrl+Shift+T`)

Create comprehensive unit tests.

Example:

// Select this function and press Ctrl+Shift+T
function isPalindrome(str: string): boolean {
    return str === str.split('').reverse().join('');
}
// → Generates complete test suite with edge cases

⚡ Optimize Code

Get performance improvement suggestions.

Example:

# Right-click and select "AegisMind: Optimize Code"
def find_duplicates(items):
    duplicates = []
    for i in range(len(items)):
        for j in range(i+1, len(items)):  # O(n²) - inefficient!
            if items[i] == items[j]:
                duplicates.append(items[i])
    return duplicates

📝 Add Comments/Documentation

Automatically add comprehensive comments to your code.

Example:

// Select this undocumented function
// Right-click → "AegisMind: Add Comments/Documentation"
function processData(data) {
    return data.filter(x => x > 0).map(x => x * 2);
}
// → Adds JSDoc comments automatically!

🔄 Refactor Code

Improve code structure and maintainability.

Example:

// Select this messy code
// Right-click → "AegisMind: Refactor Code"
public void doEverything() {
    // 100 lines of mixed concerns...
}
// → Get suggestions to split into smaller methods

💬 Ask Question (`Ctrl+Shift+A`)

Ask any programming question.

Press Ctrl+Shift+A and type:

"Explain async/await in JavaScript"
"How do I connect to PostgreSQL in Python?"
"What's the difference between let and const?"

⌨️ Keyboard Shortcuts

Command	Windows/Linux	Mac
Ask Question	`Ctrl+Shift+A`	`Cmd+Shift+A`
Explain Code (selection)	`Ctrl+Shift+E`	`Cmd+Shift+E`
Fix Code (selection)	`Ctrl+Shift+F`	`Cmd+Shift+F`
Generate Tests (selection)	`Ctrl+Shift+T`	`Cmd+Shift+T`

Other commands available via right-click context menu

Select any code → Right-click to see:

┌─────────────────────────────────────┐
│ Cut                                 │
│ Copy                                │
│ Paste                               │
├─────────────────────────────────────┤
│ 💡 AegisMind: Explain Code          │
│ 🔧 AegisMind: Fix Code              │
│ 🧪 AegisMind: Generate Tests        │
│ ⚡ AegisMind: Optimize Code         │
│ 📝 AegisMind: Add Comments          │
│ 🔄 AegisMind: Refactor Code         │
└─────────────────────────────────────┘

🎨 Transparent Multi-Model Provenance

Every response shows you exactly which models were consulted!

> 🎨 Models Used for This Response:
> 
> 🟢 GPT-4o
> 🔵 Claude-3.5
> 🟣 Mistral Large

This appears before the answer, so you always know which models contributed—even when synthesis is used.

Detailed Breakdown (Bottom of Response)

### 🎯 Original Models Consulted

- 🟢 GPT-4o (OpenAI)
- 🔵 Claude-3.5 (Anthropic)
- 🟣 Mistral Large (Mistral AI)

Total Models: 3 AI models consulted
Synthesis Method: Rule-based synthesis (consensus algorithm)
Validation Rounds: 2

Quality Metrics

Coherence: 92% - Internal consistency
Model Agreement: 87% - Consensus across models

Bias Detection

⚠️ Bias Correction: Bias detected and corrected during synthesis

The synthesis doesn't hide the source models—we show them prominently at the top!

🌍 19 Languages Supported

🇬🇧 English • 🇪🇸 Spanish • 🇫🇷 French • 🇩🇪 German • 🇵🇹 Portuguese
🇮🇹 Italian • 🇳🇱 Dutch • 🇫🇮 Finnish • 🇵🇱 Polish • 🇹🇷 Turkish
🇨🇳 Chinese • 🇯🇵 Japanese • 🇰🇷 Korean • 🇸🇦 Arabic • 🇷🇺 Russian
🇮🇳 Hindi • 🇬🇷 Greek • 🇮🇱 Hebrew • 🇹🇭 Thai

Auto-detection: Just ask questions or add code comments in your language!

⚙️ Settings

Ctrl+, → Search for "AegisMind":

{
  "aegismind.email": "your@email.com",
  "aegismind.defaultMode": "balanced",
  "aegismind.showProvenance": true,
  "aegismind.enableBiasDetection": true
}

Modes:

balanced (default) - Balance consensus and diversity
creative - More creative, exploratory responses
validated - Focus on verified, consensus answers

💰 Pricing

Free Tier Available

✅ Access to all AI models (GPT-4o, Claude, Mistral)
✅ Bias detection & validation included
✅ 19 languages supported
✅ All code commands available

Upgrade for More

Visit aegismind.app/billing for current pricing and plans.

Plans include:

Higher query limits
Faster response times
Priority support
API access (Enterprise)
Custom model configurations

🔐 Privacy & Security

✅ Code used only for immediate AI inference
✅ Not stored permanently
✅ SOC 2 compliant infrastructure
✅ End-to-end encryption

🐛 Troubleshooting

"Please set your email first"

Run: Ctrl+Shift+P → AegisMind: Set Email

"403 Forbidden" or "Email not verified"

Check your email inbox for the verification link from AegisMind.

"Usage limit exceeded"

You've hit your free tier limit. Upgrade at aegismind.app/billing.

Commands not appearing?

Make sure you've selected code first - code commands only appear when text is selected.

Extension not activating?

Reload window: Ctrl+Shift+P → Developer: Reload Window

🔥 Corporate Firewall Issues

Problem: Extension times out or fails to connect from corporate networks.

Solution: The extension now routes through aegismind.app (instead of direct API calls) for firewall compatibility.

Default configuration (v1.3.0+):

{
  "aegismind.apiEndpoint": "https://aegismind.app/api"
}

If you still have issues:

Ask IT to whitelist: aegismind.app (single domain)
Or manually set endpoint in settings:
- Open: Ctrl+, → Search "AegisMind"
- Set API Endpoint: https://aegismind.app/api

Why this works:

✅ Corporate firewalls usually whitelist the web UI domain
✅ Requests are proxied through the UI (encoded/transformed)
✅ Bypasses Render WAF rules
✅ Same domain as web interface = no additional whitelist needed

🚀 Why AegisMind?

vs. GitHub Copilot

✅ Multi-model validation (vs. single OpenAI model)
✅ Bias detection (vs. black box)
✅ Provenance tracking (see which model contributed)
✅ 19 languages optimized (vs. English-first)

vs. Cursor Composer

✅ Free tier available (vs. $20/mo minimum)
✅ Transparent AI (vs. proprietary)
✅ Multi-model validation (vs. single model)

vs. ChatGPT

✅ Multi-model consensus (vs. single model)
✅ Code-optimized prompts (vs. general purpose)
✅ Bias detection built-in
✅ Integrated in your editor (vs. browser tab)

📖 Documentation

Usage Guide: USAGE_GUIDE.md
Publishing Guide: PUBLISH_TO_MARKETPLACE.md
Changelog: CHANGELOG.md

📞 Support

📧 Email: support@aegismind.app
🌐 Website: aegismind.app
💬 GitHub Issues: github.com/tradingjohn/aegismind/issues

🎉 Examples to Try Right Now

1. Explain Complex Code

# Select this line and press Ctrl+Shift+E
list(map(lambda x: x**2, filter(lambda x: x % 2 == 0, range(10))))

2. Fix Buggy Code

// Select and press Ctrl+Shift+F
async function fetchData() {
    return fetch('/api').then(data => data.json());  // Missing error handling!
}

3. Generate Tests

// Select and press Ctrl+Shift+T
func Add(a, b int) int {
    return a + b
}

4. Optimize Performance

# Right-click → "Optimize Code"
result = []
for i in range(1000000):
    if i % 2 == 0:
        result.append(i * 2)

📄 License

MIT License - see LICENSE file

🎉 Built by Developers, for Developers

We believe AI should be transparent, validated, and bias-free.

Happy coding! 🚀

AegisMind - Multi-Model AI Assistant

AegisMind

🧠 AegisMind - Multi-Model AI Coding Assistant

✨ Features

🚀 Quick Start

1. Install the Extension

2. Get Your Free Account

3. Set Your Email

4. Start Using It!

💻 Code Commands

📖 Explain Code (Ctrl+Shift+E)

🔧 Fix Code (Ctrl+Shift+F)

🧪 Generate Tests (Ctrl+Shift+T)

⚡ Optimize Code

📝 Add Comments/Documentation

🔄 Refactor Code

💬 Ask Question (Ctrl+Shift+A)

⌨️ Keyboard Shortcuts

🎯 Context Menu

🎨 Transparent Multi-Model Provenance

Provenance Banner (Top of Every Response)

Detailed Breakdown (Bottom of Response)

Quality Metrics

Bias Detection

🌍 19 Languages Supported

⚙️ Settings

💰 Pricing

Free Tier Available

Upgrade for More

🔐 Privacy & Security

🐛 Troubleshooting

"Please set your email first"

"403 Forbidden" or "Email not verified"

"Usage limit exceeded"

Commands not appearing?

Extension not activating?

🔥 Corporate Firewall Issues

🚀 Why AegisMind?

vs. GitHub Copilot

vs. Cursor Composer

vs. ChatGPT

📖 Documentation

📞 Support

🎉 Examples to Try Right Now

1. Explain Complex Code

2. Fix Buggy Code

3. Generate Tests

4. Optimize Performance

📄 License

🎉 Built by Developers, for Developers

📖 Explain Code (`Ctrl+Shift+E`)

🔧 Fix Code (`Ctrl+Shift+F`)

🧪 Generate Tests (`Ctrl+Shift+T`)

💬 Ask Question (`Ctrl+Shift+A`)