Documentation Index
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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
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
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
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...
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"
- ✅ 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"
- ✅ 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"
- ✅ 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"
- ✅ 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"
- ✅ 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"
- ✅ 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"
- ✅ Downloads
- ✅ File organization
- ✅ Folder creation
- ✅ Document management
- ✅ Asset libraries
- ✅ Data archiving
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
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
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
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
Capabilities Breakdown
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…
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
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
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
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.
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
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.
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
Next Steps
- Navigate to Neuro — Go to the homepage
- Click Super Agent — Select from menu
- Describe Your Task — Be specific
- Let It Work — Super Agent handles everything
- Use the Results — Immediately actionable
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.
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
Last updated: January 2026
Super Agent Documentation v1.0