Overview

What is Super Agent?

Super Agent is Neuro’s most powerful General Agent. It’s an autonomous AI assistant that can handle virtually any task you throw at it.

Main Platform Executor that:

• Works faster, better quality, and more scalable than competing solutions
• Capable of autonomously planning and executing complex action chains
• Manages other AI agents as a single control center
• Intelligently delegates tasks to the most suitable agents
• Synthesizes outputs from all agents into a unified result

Vibe Tasking

A concept that allows users to convey a “vibe” (intention, idea, context), and the platform automatically executes the full work cycle from planning to results.

Dynamic Planner (Planning Module)

A dynamic planner that helps plan and divide tasks into subtasks. Analyzes processes and builds an implementation plan for the task.

Capabilities:

• Breaks down complex tasks into logical step sequences
• Coordinates execution among multiple agents
• Adapts the plan in real-time based on results

Contextual Workspace (Virtual Workspace)

A contextual workspace where all information is stored:

• Memory — short-term and long-term
• Personal preferences — how to better understand and analyze the user
• All project data — files, context, history

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Neuro AI Modular Architecture

Neuro AI is built on a sophisticated modular architecture where each module performs a specific function. Together, these modules enable the system to operate as a true autonomous agent:

Key Modules:

1. AI Agent Module

• Functions as a specialized intelligent agent
• Performs tasks analogous to an employee working in a specific role
• Capable of making independent decisions within its competency

2. Language Model Module

• Based on large language models (LLMs)
• Understands and generates text in natural languages
• Analyzes information and performs logical tasks

3. Search Module

• Finds and retrieves information from the internet
• Works with databases and other sources
• Provides up-to-date data for analysis

4. Self-Learning Module

• Learns from its own experience
• Improves performance over time
• Adapts to new situations

5. File Module

• Manages file operations
• Reads, writes, organizes, and processes documents
• Works with various data formats

6. Memory Module

• Maintains short-term and long-term memory
• Ensures context preservation between sessions
• Learns based on past interactions

7. Control Module

• Monitors and verifies work results
• Ensures quality and accuracy before delivering to the user
• Manages output quality

8. External Tools Module

• Integrates with external APIs, software systems, and services
• Allows Neuro AI to interact with the broader digital ecosystem
• Provides connectivity to 200+ Apps via MCP

9. Planning Module

• Breaks down complex tasks into logical step sequences
• Coordinates execution among multiple agents
• Synchronizes the entire system’s work

Key Characteristics

🧠 Intelligent
  - Thinks through problems
  - Plans complex workflows
  - Acts autonomously

⚡ Powerful
  - 30+ AI models
  - 150+ tools
  - 700+ MCP integrations

🔧 All-Inclusive
  - No tool restrictions
  - Full capability access
  - Complete autonomy

🚀 Immediate
  - No setup required
  - Ready to use instantly
  - Works out of the box

What Makes Super Agent Different

Other Agents:
- Limited to specific tools
- Need configuration
- Require customization
- Single model

Super Agent:
- Access to everything
- No configuration needed
- Works immediately
- 30+ models working together

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Why Super Agent?

Problem Without Super Agent

Traditional AI:
❌ Can only do one thing at a time
❌ Limited to single model
❌ Needs specific instructions
❌ Can't coordinate complex tasks
❌ Requires setup and configuration

Solution With Super Agent

Super Agent:
✅ Handles complex multi-step tasks
✅ Uses best model for each part
✅ Understands context automatically
✅ Coordinates specialized agents
✅ Works immediately, no setup

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Key Features

1. One Prompt Does It All

Type one request. Super Agent handles everything.

Example: "Research AI trends, create a presentation, 
send me a summary email"

Super Agent:
1. Researches AI trends deeply
2. Creates a professional presentation
3. Writes and sends email
4. Coordinates all steps
5. Completes in one session

2. World’s First Hybrid System

30+ models work together, each optimized for different tasks.

Text Generation:
- Claude Opus (reasoning)
- Claude Sonnet (balance)
- Claude Haiku (speed)

Image Generation:
- DALL-E 3
- Midjourney
- Stable Diffusion

Video:
- Gen-2
- Runway
- HeyGen

Code:
- CodeBERT
- GPT-4
- Codex

And 20+ more specialized models...

3. Coordinates Specialized Agents

Super Agent works with specialized sub-agents.

Available Sub-Agents:

📊 Sheets Agent
   - Create spreadsheets
   - Analyze data
   - Build visualizations
   - Create charts

📝 Doc Agent
   - Write documents
   - Create reports
   - Organize content
   - Format beautifully

🎨 Designer Agent
   - Create graphics
   - Design layouts
   - Generate images
   - Edit visuals

💻 Developer Agent
   - Write code
   - Build applications
   - Debug issues
   - Optimize performance

🎬 Slides Agent
   - Create presentations
   - Design slides
   - Add visuals
   - Build decks

📧 Email Agent
   - Draft emails
   - Send messages
   - Manage inbox
   - Schedule sends

📱 Automation Agent
   - Create workflows
   - Set triggers
   - Automate tasks
   - Schedule execution

And more specialized agents...

4. 700+ MCP Integrations

Connect to any service you use.

Popular Integrations:

Communication:
- Gmail
- Slack
- Teams
- WhatsApp

Productivity:
- Google Drive
- Notion
- Asana
- Monday.com

Business:
- Salesforce
- HubSpot
- Stripe
- Shopify

Social:
- LinkedIn
- Twitter
- Instagram
- TikTok

And 650+ more...

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What Can Super Agent Do?

Research & Analysis

Deep investigation on any topic

Example Prompts:

"Explain the differences between Web3 
and traditional web applications"

"Research electric vehicle market trends 
in 2024 and create a presentation"

"Conduct deep research on latest AI policy 
changes in US and EU, create briefing document"

"Find YouTube videos about home workout 
routines, analyze top 5, create 30-day plan"

Super Agent Handles:

• ✅ Web research
• ✅ Deep analysis
• ✅ Data compilation
• ✅ Trend identification
• ✅ Comparative analysis
• ✅ Document creation

Content Creation

Generate any type of content

Example Prompts:

"Create a product landing page for my 
smart water bottle"

"Write a comprehensive guide on machine 
learning for beginners"

"Create blog posts about healthy eating, 
SEO optimized"

"Generate social media content calendar 
for next month"

Super Agent Creates:

• ✅ Web pages
• ✅ Documents
• ✅ Articles
• ✅ Social posts
• ✅ Email copy
• ✅ Marketing materials

Data Analysis

Analyze and visualize data

Example Prompts:

"Compile Meta's financial statements 
2022-2024 and analyze trends"

"Analyze sales data with pie charts for 
revenue, bar charts for units sold"

"Create comprehensive quarterly report 
with all key metrics"

Super Agent Analyzes:

• ✅ Financial data
• ✅ Sales metrics
• ✅ User behavior
• ✅ Performance data
• ✅ Trends and patterns
• ✅ Forecasts

Coding & Development

Build applications and write code

Example Prompts:

"Create a complete Snake game with arrow 
controls, score tracking, localStorage"

"Build a product landing page from brief"

"Write a Python script to analyze CSV files 
and generate reports"

"Create a React component for data filtering"

Super Agent Develops:

• ✅ Web applications
• ✅ Games
• ✅ Scripts
• ✅ APIs
• ✅ Components
• ✅ Full websites

Image & Video Creation

Generate visual content

Example Prompts:

"Create four different style birthday 
posters for my friend's 30th"

"Generate an 8-second Instagram Reel 
showing coffee-making process"

"Create product mockups from designs"

"Generate a 30-second YouTube video 
introduction"

Super Agent Creates:

• ✅ Images
• ✅ Videos
• ✅ Animations
• ✅ Mockups
• ✅ Graphics
• ✅ Presentations

Communication & Coordination

Handle communication tasks

Example Prompts:

"Call Sunset Bistro to make a reservation 
for 6 people Friday at 7:30 PM"

"Draft professional email to schedule 
marketing team meeting"

"Send urgent notification to sales team 
about new lead"

"Schedule follow-up calls for all prospects"

Super Agent Communicates:

• ✅ Makes phone calls
• ✅ Sends emails
• ✅ Posts on social media
• ✅ Sends messages
• ✅ Schedules meetings
• ✅ Sends notifications

Download & Organization

Manage files and downloads

Example Prompts:

"Find 10 research papers on solar energy 
published in 2024, save to Drive"

"Download 20 stock images of urban 
landscapes to AI Drive"

"Compile all customer emails into folder"

"Organize all project files by date"

Super Agent Manages:

• ✅ Downloads
• ✅ File organization
• ✅ Folder creation
• ✅ Document management
• ✅ Asset libraries
• ✅ Data archiving

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Getting Started With Super Agent

Step 1: Access Super Agent

Option A: Homepage
1. Navigate to Neuro homepage
2. Click "Super Agent"
3. Start typing your request

Option B: New Menu
1. Click "New" in sidebar
2. Select "Super Agent"
3. Enter your prompt

Option C: Always Available
- Super Agent is always ready
- No setup needed
- No configuration required

Step 2: Describe Your Task

Be specific about what you need:

✅ Good: "Research sustainable fashion trends 
for 2025, create a 10-slide presentation 
with data, and save to my Drive"

✅ Good: "Analyze my sales data from last 
quarter and create a financial report"

✅ Good: "Create a landing page for my new 
product, include testimonials, pricing"

❌ Vague: "Help me with stuff"
❌ Vague: "Do something"

Step 3: Let Super Agent Work

Super Agent automatically:
1. Understands your request
2. Plans the approach
3. Selects right tools
4. Coordinates sub-agents
5. Executes all steps
6. Delivers results

Step 4: Review & Download

Results automatically:
- Display in chat
- Available for download
- Saved to AI Drive
- Ready to share

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Real-World Examples

Example 1: Market Research & Presentation

Request:
"Research electric vehicle market trends in 2024 
and create a 10-slide presentation with 
key insights"

Super Agent:
1. Researches EV market (30+ sources)
2. Analyzes trends and data
3. Creates professional presentation
4. Adds charts and visuals
5. Includes citations
6. Delivers ready-to-present deck

Time: ~5 minutes
Quality: Professional
Ready: Immediately

Without Super Agent:
- Research manually: 2 hours
- Create presentation: 1 hour
- Find images: 30 minutes
- Format slides: 30 minutes
Total: 4 hours

Example 2: Data Analysis & Report

Request:
"Compile Meta's financial statements for 
2022-2024, analyze trends in operating 
expenses, SG&A, and R&D costs"

Super Agent:
1. Finds financial statements
2. Extracts key data
3. Creates spreadsheet
4. Calculates trends
5. Creates visualizations
6. Writes analysis document
7. Delivers complete report

Time: ~3 minutes
Accuracy: 100%
Actionable: Immediately

Without Super Agent:
- Find documents: 30 minutes
- Manual data entry: 1 hour
- Spreadsheet creation: 45 minutes
- Analysis: 1 hour
- Writing: 1 hour
Total: 4 hours 15 minutes

Example 3: Custom Application Build

Request:
"Create a complete Snake game: arrow key 
controls, eat food to grow and score (+10 
points), die on wall/self collision. Include 
start/restart buttons, live score, high score 
(localStorage), and game over screen. Fully 
functional immediately."

Super Agent:
1. Plans game architecture
2. Writes complete code
3. Implements all features
4. Tests functionality
5. Optimizes performance
6. Delivers playable game

Time: ~2 minutes
Quality: Production-ready
Playable: Immediately

Without Super Agent:
- Design architecture: 30 minutes
- Write code: 1-2 hours
- Debug issues: 30 minutes
- Test features: 30 minutes
- Optimize: 30 minutes
Total: 3-4 hours

Example 4: Content Creation

Request:
"Create four different style birthday posters 
for my friend Vivian's 30th celebration"

Super Agent:
1. Understands celebration context
2. Generates 4 unique designs
3. Different styles and themes
4. Professional quality
5. Downloadable PNG files
6. Ready to print

Time: ~2 minutes
Quality: Print-ready
Usable: Immediately

Without Super Agent:
- Design in Canva: 1-2 hours
- Create variations: 30 minutes
- Export and optimize: 15 minutes
Total: 1.75-2.5 hours

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What You Can’t Change

Super Agent is Fixed

⚠️ You Cannot:
- Change the prompt
- Disable tools
- Modify capabilities
- Restrict functionality
- Customize behavior
- Change system instructions

This is intentional because:
✅ Ensures reliability
✅ Maintains quality
✅ Guarantees consistency
✅ Provides optimal performance
✅ Prevents degradation
✅ Keeps it powerful

Why It’s Fixed

Super Agent is optimized for:
1. Maximum capability
2. Best performance
3. Full feature access
4. Complete autonomy
5. Optimal results

Allowing changes would:
❌ Reduce capability
❌ Create inconsistency
❌ Degrade performance
❌ Limit tools
❌ Reduce reliability

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How Super Agent Works

Architecture

Your Prompt
    ↓
Natural Language Understanding
    ↓
Task Planning Engine
    ↓
Model Selection (30+ models)
    ↓
Agent Coordination
    ↓
Tool Selection (150+ tools)
    ↓
Parallel Execution
    ↓
Result Synthesis
    ↓
Delivery

Decision Making

For each request, Super Agent:

1. Analyzes what you're asking
2. Identifies sub-tasks
3. Selects best models for each
4. Chooses relevant tools
5. Plans execution sequence
6. Runs tasks in parallel
7. Combines results
8. Ensures quality
9. Delivers final output

Example Flow

Request: "Create a landing page for my 
smart water bottle"

Super Agent's Thinking:
1. "This needs design"
   → Designer Agent + Gen-2 model
   
2. "This needs copywriting"
   → Doc Agent + Claude Opus
   
3. "This needs features list"
   → Sheets Agent (product specs)
   
4. "This needs visuals"
   → DALL-E 3 (product images)
   
5. "This needs HTML/CSS"
   → Developer Agent + GPT-4
   
6. "Put it all together"
   → HTML page assembly
   
Result: Complete landing page

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Capabilities Breakdown

Included Tools (All 150+)

Web & Research (10+ tools)

• Web search
• Webpage scraping
• Academic research
• People research
• Company research
• Video finding
• Image search
• Real-time data

Content Creation (20+ tools)

• Document writing
• Email drafting
• Social media content
• Blog posts
• Copywriting
• Summarization
• Translation
• Formatting

Image & Video (15+ tools)

• Image generation (3+ services)
• Image editing
• Video generation
• Video editing
• Upscaling
• Background removal
• Animation
• Deepfake detection

Data & Spreadsheets (15+ tools)

• Spreadsheet creation
• Data analysis
• Visualization
• Chart creation
• Data cleaning
• Forecasting
• Statistical analysis
• Reporting

Code & Development (20+ tools)

• Code generation
• Debugging
• Testing
• Deployment
• Database design
• API development
• Framework support
• Version control

Communication (15+ tools)

• Email sending
• Phone calls
• SMS messages
• Slack posting
• Teams messaging
• Calendar scheduling
• Video calls
• Notifications

File & Organization (10+ tools)

• File creation
• File management
• Folder organization
• Cloud storage
• Download handling
• Compression
• Format conversion
• Backup

Automation (10+ tools)

• Workflow creation
• Scheduled execution
• Trigger setup
• Task automation
• Process orchestration
• Error handling
• Logging
• Monitoring

Plus 40+ specialized tools

• Presentation creation
• Database queries
• API integration
• Security scanning
• Performance monitoring
• And much more…

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Performance Characteristics

Speed

Simple Tasks: < 1 minute
- Single research queries
- Short content creation
- Basic calculations

Medium Tasks: 1-5 minutes
- Combined research + content
- Data analysis + visualization
- Presentation creation

Complex Tasks: 5-15 minutes
- Multi-step workflows
- Large data analysis
- Full application builds

Depends on:
- Task complexity
- Amount of data
- Number of sub-tasks
- Resource availability

Reliability

Success Rate: 99%+
- Handles edge cases
- Recovers from errors
- Retries on failure
- Validates results

Quality Control:
- Checks accuracy
- Verifies completeness
- Ensures consistency
- Tests functionality

Scalability

Handles:
- Large files (100MB+)
- Complex workflows
- Multiple sub-tasks
- Concurrent operations
- Extended execution

No limits on:
- Task complexity
- Number of steps
- Data size
- Integration connections
- Automation rules

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Best Practices

✅ Do’s

✓ Be specific about requirements
  "Create a 10-slide deck on X with Y data"
  
✓ Provide context
  "For my B2B SaaS startup targeting..."
  
✓ Include preferences
  "Professional tone, modern design, concise"
  
✓ Give examples
  "Similar to [example.com] but different"
  
✓ Set expectations
  "Need it within 2 hours for meeting"
  
✓ Ask for multiple formats
  "PDF, PNG, and source files"
  
✓ Provide assets
  "I have logo file, color palette, fonts"

❌ Don’ts

✗ Don't be too vague
  "Do something cool"
  
✗ Don't assume context
  "Fix the thing" (what thing?)
  
✗ Don't skip requirements
  "Just make something"
  
✗ Don't ignore quality standards
  "Quick and dirty is fine"
  
✗ Don't request modifications
  Super Agent can't be customized
  
✗ Don't try to disable tools
  Can't restrict functionality
  
✗ Don't change the prompt
  Super Agent is fixed

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Limitations & Understanding

Super Agent Scope

What Super Agent Can Do:
✅ Research and analyze
✅ Create content
✅ Design and build
✅ Code and develop
✅ Communicate
✅ Manage files
✅ Automate tasks
✅ Visualize data
✅ Generate media
✅ Make decisions

What Super Agent Can't Do:
❌ Make real financial investments
❌ Access systems without permission
❌ Make legally binding decisions
❌ Access your personal devices
❌ Override security systems
❌ Change its own configuration

Ethical Boundaries

Super Agent won't:
❌ Create harmful content
❌ Help with illegal activities
❌ Bypass security systems
❌ Generate deceptive content
❌ Create adult content
❌ Facilitate harassment
❌ Generate personal data misuse

Super Agent will:
✅ Refuse harmful requests
✅ Explain ethical concerns
✅ Suggest alternatives
✅ Maintain privacy
✅ Protect security
✅ Follow regulations

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FAQ

Why is Super Agent fixed?
It’s optimized for maximum power and reliability. Any customization would reduce capabilities.

Can I create a custom version?
Yes. You can create custom agents with specific tools. Super Agent itself remains unchanged.

What if I need something Super Agent can’t do?
Almost nothing! With 150+ tools and 30+ models, it can handle virtually any task.

How is Super Agent different from other agents?
Other agents have limited tools. Super Agent has access to everything and coordinates optimally.

Can Super Agent work offline?
No. It requires internet for web searches, API calls, and model execution.

Is there a limit to what Super Agent can do in one request?
No practical limit. It can handle extremely complex multi-step workflows.

Can Super Agent access my files?
Yes, if you give permission. Otherwise it can’t access local files, only what you share.

How much does Super Agent cost?
Included with your Neuro subscription. No extra cost for using Super Agent.

Can I schedule Super Agent tasks?
Yes. You can schedule automation of any task Super Agent can perform.

What if Super Agent makes a mistake?
Ask it to revise. It learns from feedback and improves results.

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Getting Maximum Value

Prompt Engineering Tips

Great Prompt Includes:
1. Clear objective
   "I need [specific output]"
   
2. Context
   "For [use case/industry]"
   
3. Requirements
   "Must include [X, Y, Z]"
   
4. Format
   "As a [format]"
   
5. Tone
   "In [tone] style"
   
6. Examples
   "Similar to [example]"

Example:
"Create a professional 5-page proposal for 
a SaaS pricing optimization service. 
Include: executive summary, 3 key benefits 
with data, implementation timeline, pricing 
tiers, and case studies. Format as PDF. 
Tone: professional but approachable."

Workflow Patterns

Research → Create → Present
1. Deep research on topic
2. Create content/design
3. Present in slides/docs

Analyze → Visualize → Report
1. Get raw data
2. Analyze trends
3. Create visualizations
4. Write summary report

Build → Test → Deploy
1. Code application
2. Test functionality
3. Deploy to hosting
4. Share link

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Real-Time Capabilities

Available Right Now

Super Agent can immediately:
- Research any topic
- Create any content
- Analyze any data
- Build any application
- Generate any image
- Make phone calls
- Send emails
- Create presentations
- Write code
- Organize files
- And 100+ more things

No waiting. No limitations. No restrictions.
Just powerful AI doing exactly what you need.

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Use Cases by Industry

Technology

- Code review and improvement
- System architecture design
- Performance optimization
- Security analysis
- Documentation generation
- API design
- Database optimization
- Deployment automation

Business & Finance

- Market analysis
- Financial forecasting
- Competitive intelligence
- Business planning
- Investor presentations
- Financial reporting
- Risk analysis
- Deal analysis

Marketing & Sales

- Campaign planning
- Content creation
- Sales materials
- Social media content
- Email sequences
- Landing pages
- Ad copy
- Lead generation

Education & Research

- Literature reviews
- Research papers
- Study guides
- Educational content
- Course materials
- Explanations
- Data analysis
- Presentation creation

Creative & Design

- Visual design
- Brand materials
- Website design
- Logo creation
- Marketing materials
- Video production
- Animation
- Photo editing

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Next Steps

1. Navigate to Neuro — Go to the homepage
2. Click Super Agent — Select from menu
3. Describe Your Task — Be specific
4. Let It Work — Super Agent handles everything
5. Use the Results — Immediately actionable

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Final Note

Super Agent is the culmination of:

• 30+ best-in-class AI models
• 150+ integrated tools
• 700+ MCP integrations/Apps (soon)
• Years of optimization
• Billions of training examples

It’s the most powerful default agent available.

No configuration needed. No tool selection required. No prompt editing. Just describe what you need, and Super Agent delivers.

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Others have built the brain for AI to think,

Neuro is building the hands for AI to do and is Extending Human Reach.

Less Routine more freedom

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Last updated: January 2026
Super Agent Documentation v1.0