# AI Agents Getting Started
Transform your workspace with smart AI assistants that understand your business and can handle tasks automatically!
## What are AI Agents?
AI Agents are specialized assistants designed to automate activities like research, data analysis, and content creation. Think of them as smart team members who:
* 🧠 **Learn your business** by reading your documents and projects
* 🤖 **Answer questions** about your work and processes
* ⚡ **Take actions** like creating tasks, sending emails, or updating spreadsheets
* 🔄 **Work 24/7** without breaks, weekends, or vacations
* 🎯 **Specialize in specific roles** like marketing, legal, customer service, or research
**Real example:** Your "Customer Service Agent" can instantly answer questions about your products, create support tickets, and even draft response emails - all based on your existing knowledge base.
### What Can AI Agents Help With?
| **Area** | **Tasks** |
| -------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------- |
| **Task Automation** | • Auto-categorize tasks
• Prioritize by keywords
• Estimate duration
• Recommend task owners
|
| **Knowledge Retrieval** | • Fetch relevant documents
• Answer team questions
• Recommend reading material
• Suggest internal resources
|
| **Feedback & Improvement** | • Collect and analyze feedback
• Offer improvement insights
• Benchmark against past projects
• Highlight success stories
|
| **Meetings** | • Summarize discussions
• Recommend next steps
• Extract action items
|
| **Creative Assistance** | • Offer writing/editing aid
• Generate content ideas
• Review and improve copy
|
## When Should You Create an AI Agent?
Create an agent if you:
✅ **Repeat the same tasks** multiple times per week\
✅ **Spend 2+ hours weekly** on similar activities\
✅ **Answer the same questions** over and over\
✅ **Need help** with research, writing, or analysis\
✅ **Want to streamline** team processes
## Industry-Specific AI Agent Examples
### Legal Teams
**Custom AI Agents for Legal Practice:**
{% hint style="success" %}
Legal AI agents can automate document review, conduct legal research, and manage cases efficiently, saving lawyers significant time on routine tasks while maintaining accuracy and compliance.
{% endhint %}
**Legal Agent Capabilities:**
* **Document Review**: Analyze contracts, briefs, and legal documents for key clauses and potential issues
* **Legal Research**: Search through case law, statutes, and legal precedents
* **Case Management**: Track deadlines, court dates, and document filing requirements
* **Client Communication**: Draft responses to common legal inquiries
* **Compliance Monitoring**: Stay updated on regulatory changes and requirements
**Training Your Legal Agent:**
**Document Types to Include:**
* Legal case documents and court filings
* Legal research materials and annotations
* Statutes, regulations, and legislative history
* Citation guidelines and legal journal articles
* Argumentation and negotiation materials
* Precedent-setting case laws and historical documents
* Legal textbooks, treatises, and specialized databases
**Legal Agent Templates:**
* **👩⚖️ Legal Advisor**: General legal guidance and document analysis
* **📋 Contract Reviewer**: Specialized in contract analysis and risk assessment
* **🔍 Research Assistant**: Legal research and case law analysis
* **⚖️ Compliance Monitor**: Regulatory compliance and updates
### Healthcare Teams
**Medical AI Agents for Healthcare Professionals:**
**Healthcare Agent Capabilities:**
* **Patient Documentation**: Assist with medical record organization and analysis
* **Research Support**: Find latest medical research and treatment protocols
* **Compliance Assistance**: Help maintain HIPAA and regulatory compliance
* **Scheduling Optimization**: Coordinate appointments and resource allocation
### Marketing Teams
**Marketing AI Agents for Campaign Management:**
**Marketing Agent Capabilities:**
* **Content Creation**: Generate blog posts, social media content, and marketing copy
* **Campaign Analysis**: Analyze performance metrics and suggest optimizations
* **Audience Research**: Identify target demographics and market trends
* **Competitive Intelligence**: Monitor competitor activities and strategies
### Customer Service Teams
**Support AI Agents for Customer Experience:**
**Customer Service Agent Capabilities:**
* **Ticket Routing**: Automatically categorize and prioritize support requests
* **Knowledge Base**: Provide instant answers to common customer questions
* **Escalation Management**: Identify when to escalate issues to human agents
* **Customer Feedback**: Analyze feedback patterns and suggest improvements
## Create Your First AI Agent in 5 Steps
### Step 1: Go to the Agents Tab
1. Open your Taskade workspace
2. Click the **🤖 Agents** tab at the top
3. Click **➕ Create agent**
### Step 2: Choose How to Create Your Agent
Pick the best option for you:
**🎯 Describe What You Need** (Recommended for beginners)
* Simply tell Taskade what you want your assistant to do
* We'll build it automatically for you
* Works great for common business tasks
**🛠️ Build It Yourself**
* Create a custom assistant with specific abilities
* You decide exactly how it behaves and responds
* Best when you have unique requirements
**📋 Pick from Ready-Made Templates**
* Choose from assistants for Marketing, Support, HR, and more
* They're ready to work immediately
* You can customize them anytime
**👥 Use Community Templates**
* Browse assistants created by other businesses
* Copy the ones that work for your needs
* Learn from successful setups
### Step 3: Tell Your Assistant What to Do
Give your AI assistant a clear role and personality - just like hiring a new team member:
**Name:** Make it memorable and relevant\
\&#xNAN;*Examples: "Sarah - Customer Success", "Marketing Mike", "Data Dave"*
**Description:** Explain what your agent does\
\&#xNAN;*Example: "You are a customer success specialist who helps clients get the most value from our product. You're friendly, knowledgeable, and always focused on solving problems."*
**Tone:** Choose how your agent should communicate
* Friendly and casual
* Professional and formal
* Creative and inspiring
* Direct and efficient
### Step 4: Train Your Agent with Knowledge
Make your agent smart by giving it information:
**📄 Upload Documents**
* Drag and drop PDFs, Word docs, spreadsheets
* Include product manuals, processes, FAQs
* Add training materials and guidelines
**🌐 Add Websites**
* Your company website and blog
* Competitor information
* Industry resources and news
**📋 Connect Projects**
* Link existing Taskade projects as knowledge
* Agent learns from your current work
* Stays updated as projects change
**🎥 YouTube Videos**
* Training videos and tutorials
* Product demos and presentations
* Industry webinars and conferences
### Step 4.5: Choose Your AI Model
Select the right AI model based on your needs:
| Model | Speed | Complexity Handling | Best For |
| --------------------------- | --------- | ------------------- | --------------------------------------------- |
| **Pro (GPT-4o)** | Medium | ⭐⭐⭐⭐⭐ | Deep reasoning, accurate data analysis |
| **Standard (GPT-4o mini)** | Fast | ⭐⭐⭐⭐☆ | Balanced performance, good context handling |
| **Pro (GPT-4.1)** | Medium | ⭐⭐⭐⭐⭐ | High-end reasoning, coding, and task planning |
| **Standard (GPT-4.1 mini)** | Fast | ⭐⭐⭐⭐⭐ | Complex workflows with fast responses |
| **Basic (GPT-4.1 nano)** | Very Fast | ⭐⭐⭐☆☆ | Lightweight LLM usage, quick queries |
| **Advanced (o4-mini)** | Fast | ⭐⭐⭐⭐☆ | Fast processing for moderately complex tasks |
| **Standard (o4-mini)** | Very Fast | ⭐⭐⭐☆☆ | Speed-priority tasks with decent reasoning |
| **Basic (o4-mini)** | Fastest | ⭐⭐☆☆☆ | Ultra-fast, low-load tasks |
| **Advanced (o3-mini)** | Fast | ⭐⭐⭐⭐☆ | Data-heavy tasks |
| **Standard (o3-mini)** | Very Fast | ⭐⭐⭐☆☆ | Quick responses, simple tasks |
| **Basic (o3-mini)** | Fastest | ⭐⭐☆☆☆ | Minimal processing, fast for easy tasks |
## 🧠 Understanding Agent Knowledge & Memory
Your agent's knowledge is what makes it truly powerful for your business. This is the foundation that powers Genesis apps - your workspace's living DNA.
### Types of Agent Memory
#### **Session Memory**
* Remembers conversation context during a chat
* Maintains topic continuity
* Resets when conversation ends
#### **Knowledge Memory**
* Permanent information from uploaded documents
* Your business-specific data and processes
* Forms the core intelligence for Genesis apps
#### **Project Memory**
* Live connection to your workspace projects
* Updates automatically as your data changes
* Powers the "living DNA" that makes each Genesis app unique
### Advanced Knowledge Training
#### **Bulk Training**
Upload multiple knowledge sources at once:
* Multiple files simultaneously
* Several web links in one batch
* Connect multiple projects together
* Perfect for comprehensive agent training
#### **Knowledge Formats Supported**
| **File Types** | **Web Resources** |
| ------------------------- | --------------------- |
| 📄 .pdf, .docx, .txt, .md | 🎥 YouTube videos |
| 📊 .xlsx, .csv | 📰 Blog articles |
| 📋 .pptx | 🐦 Social media posts |
| 📚 .epub | 📰 News websites |
#### **Knowledge Management Best Practices**
* **Review sources** regularly for relevance
* **Update documents** when business information changes
* **Remove outdated** resources to maintain accuracy
* **Test knowledge** by asking your agent questions
* **Monitor performance** and refine training data
### Step 5: Create Custom Commands
Give your agent specific skills with custom commands:
**Examples for a Sales Agent:**
* `/qualify-lead` - Analyze if a prospect is worth pursuing
* `/write-proposal` - Generate a custom proposal
* `/follow-up` - Create follow-up email sequences
**Examples for a Support Agent:**
* `/troubleshoot` - Help diagnose customer problems
* `/escalate` - Determine when to involve a human
* `/knowledge-search` - Find relevant help articles
## Popular Agent Types & Examples
### 🎯 Marketing Agent
**What it does:** Content creation, campaign ideas, market research\
**Sample prompt:** "Create a social media post about our new product launch"\
**Best for:** Content teams, social media managers, small businesses
### 📞 Customer Support Agent
**What it does:** Answer questions, troubleshoot issues, route tickets\
**Sample prompt:** "A customer can't log into their account. What should I tell them?"\
**Best for:** Support teams, customer success, help desks
### 📊 Data Analysis Agent
**What it does:** Interpret data, create reports, find insights\
**Sample prompt:** "Analyze this month's sales data and highlight key trends"\
**Best for:** Analytics teams, managers, business owners
### ✏️ Content Writing Agent
**What it does:** Blog posts, emails, documentation, copywriting\
**Sample prompt:** "Write a blog post about the benefits of remote work"\
**Best for:** Content creators, marketers, communications teams
### 🔍 Research Agent
**What it does:** Gather information, summarize findings, competitive analysis\
**Sample prompt:** "Research the top 5 competitors in the project management space"\
**Best for:** Strategy teams, consultants, analysts
## Using Your AI Agent
### Method 1: Agent Chat
1. Go to the **Agents** tab
2. Select your agent
3. Click **➕ New chat**
4. Start asking questions or giving tasks
### Method 2: Project Integration
1. Open any project
2. Click the chat icon (💬) at the top right
3. Select your agent from the dropdown
4. Get help with that specific project
### Method 3: Quick Commands
1. In any project, type **/** followed by your command name
2. Example: `/write-summary` or `/analyze-data`
3. Press Enter to execute
### Method 4: Agent Sidebar
1. Click the **⊞ Manage agents** button
2. Star your favorite agents
3. Access them quickly from the right sidebar
## 📎 **Enhanced File Attachments**
TAA conversations now support rich file interactions with complete visibility and context.
### **Drag & Drop File Magic**
Simply drag any file directly into your TAA chat:
* **Images**: JPG, PNG, GIF, WebP - TAA analyzes visual content
* **Documents**: PDF, DOC, TXT - TAA reads and processes text
* **Spreadsheets**: CSV, Excel - TAA analyzes data and creates insights
* **Code Files**: Python, JavaScript, etc. - TAA reviews and suggests improvements
### **Visible File Context**
Files now appear directly alongside your messages instead of being hidden:
* **Chronological Organization**: See exactly when each file was shared
* **Visual Thumbnails**: Quick preview of images and documents
* **File Status Indicators**: Clear confirmation when files are processed
* **Conversation Flow**: Files integrate naturally with your discussion
### **Professional Use Cases**
**Document Analysis:**
```
You: [Attach quarterly_report.pdf] "Summarize the key findings and create action items"
TAA: "I've analyzed your Q3 report. Here are the 5 key findings..."
```
**Image Processing:**
```
You: [Attach screenshot.png] "What's wrong with this UI design?"
TAA: "Looking at your interface, I notice 3 usability issues..."
```
**Data Insights:**
```
You: [Attach sales_data.csv] "What trends do you see in this data?"
TAA: "Analyzing your sales data, I found these patterns..."
```
**Code Review:**
```
You: [Attach app.py] "Review this code for security issues"
TAA: "I've reviewed your Python code. Here are potential security concerns..."
```
### **File Management Features**
* **Rename Conversations**: Turn "Chat with TAA" into "Q3 Report Analysis"
* **File History**: Access previously shared files from conversation history
* **Cross-Reference**: TAA remembers files from earlier in the conversation
* **Batch Processing**: Upload multiple related files for comprehensive analysis
## Advanced Features
### Agent Tools
Give your agents superpowers by enabling tools:
**📝 Taskade Tools** - Create tasks, update projects, manage data\
**🌐 Web Search** - Find real-time information online\
**📧 Email Integration** - Send emails through Gmail\
**💬 Communication** - Post to Slack, Teams, Discord\
**📊 Data Tools** - Work with Google Sheets, databases\
**🔄 Automation** - Trigger workflows and processes
### Multi-Agent Teams (Advanced)
{% hint style="success" %}
Multi-Agent Teams deploy personalized AI assistants that work concurrently on multiple tasks in the background, allowing you to focus on strategic work while your AI team handles the details.
{% endhint %}
#### What Are Multi-Agent Teams?
Multi-agents are an evolution of Taskade's agentic workflow designed to:
* **Work concurrently** on multiple tasks simultaneously
* **Execute in the background** while you focus on other priorities
* **Collaborate intelligently** with each agent bringing specialized expertise
* **Learn your preferences** and adapt to your communication style
* **Maintain context** across complex, multi-step workflows
#### Setting Up Your Multi-Agent Team
**Method 1: Build from Existing Agents**
1. Navigate to the **🤖 Agents** tab in your workspace
2. Select multiple existing agents with complementary skills
3. Use the **Team Builder** to combine them into a cohesive unit
4. Configure team communication and collaboration rules
**Method 2: Create New Team from Templates**
1. Go to **AI Teams** section
2. Click **➕ Create Team** → **From Template**
3. Choose from pre-built team configurations:
* **Marketing Team**: Content + Social Media + Analytics agents
* **Customer Success Team**: Support + Documentation + Training agents
* **Product Development Team**: Research + Design + Testing agents
* **Operations Team**: Logistics + Communication + Reporting agents
**Method 3: Custom Team Creation**
1. Start with the **AI Team Generator** (see below)
2. Describe your ideal team composition and goals
3. Let AI automatically configure specialized roles and behaviors
4. Fine-tune the team based on your specific requirements
#### Using Multi-Agent Teams in Projects
**Option 1: Agent Sidebar Integration**
* Access your multi-agent team through the persistent agent sidebar
* Agents work in the background with real-time updates
* Pre-trained on your knowledge base and third-party integrations
* Quick access without leaving your current project context
**Option 2: Bulk Task Assignment**
* Assign multiple tasks to your agent team simultaneously
* Each agent handles tasks within their area of expertise
* Automatic task distribution and progress tracking
* Consolidated reporting on team performance
**Option 3: Conversational Collaboration**
* Chat with your entire agent team as a unified group
* Agents collaborate on complex problems and provide comprehensive solutions
* Shared conversation history for context and continuity
* Team members can participate alongside AI agents
#### Advanced Multi-Agent Features
**Memory and Context Management**
* **Short-term memory** for immediate conversation context
* **Long-term memory** for persistent knowledge and preferences
* **Cross-agent knowledge sharing** for improved collaboration
* **Conversation history** for iteration and refinement
**Iterative Output Development**
* Browse complete conversation histories
* Refine and improve outputs through multiple iterations
* Learn from previous interactions and feedback
* Build upon successful approaches and templates
**Team Communication and Sharing**
* Shared agent chats for team-wide collaboration
* Real-time collaboration on problem-solving
* Collective brainstorming and idea generation
* Distributed AI insights accessible to all team members
#### Managing Multi-Agent Teams
**Copy and Duplicate Teams**
* Save successful team configurations as templates
* Duplicate teams for similar projects or client work
* Share team setups across workspaces and organizations
* Version control for team configuration changes
**Sharing and Collaboration**
* Share agent teams with team members and stakeholders
* Granular permission controls for team access
* Public sharing options for community contributions
* Template marketplace for proven team configurations
#### Popular Multi-Agent Team Examples
| **Team Type** | **Agent Composition** | **Use Cases** |
| ------------------------------- | ----------------------------------------------------------------- | ---------------------------------------------------------------- |
| **Content Marketing Team** | Content Strategist + SEO Specialist + Social Media Manager | Blog posts, social campaigns, content calendars |
| **Customer Success Team** | Support Agent + Documentation Specialist + Training Coordinator | Onboarding, support tickets, knowledge base |
| **Product Launch Team** | Market Researcher + Copywriter + Analytics Expert | Product announcements, launch campaigns, performance tracking |
| **Research & Development Team** | Data Analyst + Technical Writer + Innovation Specialist | Competitive analysis, technical documentation, trend reports |
| **Operations Team** | Logistics Coordinator + Communication Manager + Reporting Analyst | Process optimization, team communication, performance dashboards |
### Human in the Loop Controls
For sensitive operations, multi-agent teams incorporate human oversight:
* **Action Approval**: Agents request permission before critical actions
* **Escalation Protocols**: Automatic human involvement for high-impact decisions
* **Audit Trails**: Complete logging of all agent actions and approvals
* **Override Capabilities**: Human ability to modify or stop agent processes
## Agent Tools & Integrations
### Enable Agent Tools
Agent Tools extend your multi-agent teams' capabilities by connecting to external services:
**Taskade Tools** - Create projects, update tasks, manage data **Web Search** - Find real-time information online **Email Integration** - Send emails through Gmail **Communication** - Post to Slack, Teams, Discord **Data Tools** - Work with Google Sheets, databases **Automation** - Trigger workflows and processes
## Best Practices
### Writing Good Prompts
✅ **Be specific:** "Write a welcome email for new customers" vs "Write an email"\
✅ **Give context:** Include relevant background information\
✅ **Set expectations:** Explain the tone, length, and format you want\
✅ **Provide examples:** Show the agent what good output looks like
### Training Your Agent
✅ **Start with quality content** - Upload your best documents first\
✅ **Update regularly** - Keep knowledge current and relevant\
✅ **Test thoroughly** - Try different questions to ensure good responses\
✅ **Iterate and improve** - Refine based on real usage
### Managing Multiple Agents
✅ **Specialize agents** - Give each one a clear, focused role\
✅ **Use descriptive names** - Make it easy to pick the right agent\
✅ **Organize by function** - Group similar agents together\
✅ **Share successful agents** - Let teammates copy your best configurations
## Troubleshooting
### Agent Giving Wrong Answers?
✅ Check if it has the right knowledge documents\
✅ Make sure information is up-to-date\
✅ Improve your questions - be more specific\
✅ Add more training examples to the knowledge base
### Agent Not Understanding Questions?
✅ Rephrase your question more clearly\
✅ Provide more context about what you need\
✅ Check if the agent has relevant knowledge about the topic\
✅ Try breaking complex questions into smaller parts
### Agent Actions Not Working?
✅ Verify tool permissions are enabled\
✅ Check if external services (Gmail, Slack) are connected\
✅ Make sure you approved any required actions\
✅ Look for error messages in the agent chat
## Next Steps
Ready to build your AI team?
1. **Start with one agent** - Pick your biggest time drain
2. **Train it well** - Upload quality knowledge and test thoroughly
3. **Use it daily** - The more you use it, the more time you save
4. **Expand gradually** - Add more agents as you see value
**Need inspiration?**
* [Browse the AI Agent Gallery](https://taskade.com/agents) for community examples
* [Watch tutorial videos](https://youtube.com/taskade) for step-by-step guides
* [Join our community](https://taskade.com/community) to share and learn
## 🚀 Next Steps
### **Build Without Permission**
You don't need permission to start. Not to ship. Not to define the system.
Your AI agents are just the beginning. Transform them into complete business applications with Genesis - the HyperCard moment for the AI era.
[**Read the Manifesto →**](https://www.taskade.com/blog/build-without-permission) - Build Without Permission
### **Build Genesis Apps with Your Agents**
Transform your AI agents into complete business applications. One prompt = one app. Your workspace = the backend. Your agents = the team.
* [**Genesis Getting Started →**](https://docs.taskade.com/docs/taskade-genesis/genesis/getting-started) - Build your first app in 5 minutes
* [**Genesis Examples →**](https://docs.taskade.com/docs/taskade-genesis/genesis/examples-and-templates) - See what others have built
### **Connect Agents to Automations**
Make your agents work automatically:
* [**Automation Getting Started →**](https://github.com/taskade/docs/blob/main/features/ai-features/automation-getting-started.md) - Put agents on autopilot
* [**Integration Guide →**](https://docs.taskade.com/docs/automations/automation/integrations) - Connect to 100+ services
#### **Build Agent-Centric Automations**
Create automation workflows with your AI agents at the center:
**Access Agent Automation:**
1. Navigate to the **Agents** tab in your workspace/folder
2. Select an existing agent or create a new one
3. Click **Edit Agent** in the top-right corner
4. Go to the **Automation** tab on the left sidebar
**Create Agent Automation Flow:**
1. **Choose a connector** from available automation triggers
2. **Configure the trigger** to initiate your workflow
3. **Set up your agent** as the central processing component
4. **Add additional actions** before or after agent processing
5. **Test and deploy** your agent automation
**Supported Triggers for Agent Automations:**
* Task creation, updates, and completion events
* Project and folder activity triggers
* External service integrations (Gmail, Slack, etc.)
* Time-based and scheduled triggers
* Custom webhook and API triggers
**Agent Automation Benefits:**
* **Centralized Intelligence**: AI agents process and respond to complex scenarios
* **Seamless Integration**: Connect AI capabilities directly to business workflows
* **Autonomous Operation**: Agents handle sequences of tasks without manual intervention
* **Contextual Processing**: Maintain conversation context and memory across interactions
* **Scalable Automation**: Deploy intelligent workflows across multiple use cases
### **Advanced Knowledge Management**
Supercharge your agents with better knowledge:
* [**Knowledge Management Guide →**](https://docs.taskade.com/docs/workspaces/workspaces/knowledge-management) - Organize information effectively
* [**Project Views →**](https://github.com/taskade/docs/blob/main/features/project-views-mastery.md) - Structure data for AI understanding
## 🎯 Advanced Agent Features
### **Command Modes: How Your Agent Thinks**
Command modes dictate how your AI agents approach tasks - whether by following specific instructions or by autonomously setting goals and working towards them.
#### **Available Command Modes**
| Mode | Description | Best For | Example |
| --------------------- | ------------------------------------------- | ---------------------------------- | ----------------------------------------------------------- |
| **Default Mode** | Follows specific instructions directly | Simple, straightforward tasks | "Write an email to customer about order delay" |
| **Plan & Execute V1** | Creates a plan, then executes step by step | Complex multi-step tasks | "Increase sales revenue" → Agent creates strategy plan |
| **Plan & Execute V2** | Advanced planning with iterative refinement | Complex goals requiring adaptation | "Improve team productivity" → Agent analyzes, plans, adapts |
#### **When to Use Plan & Execute Modes**
**✅ Use Plan & Execute for:**
* Complex business problems without clear solutions
* Goals that require research and analysis
* Multi-step processes that need coordination
* Strategic planning and decision-making
**❌ Use Default Mode for:**
* Simple, direct tasks with clear instructions
* Quick responses and straightforward actions
* Tasks where you want specific output format
* Routine operations with established procedures
#### **Plan & Execute Examples**
**Example 1 - Specific Goal:**
```
Input: "I need strategies to increase sales revenue."
Agent Process:
1. Analyzes current sales data and trends
2. Researches market opportunities
3. Creates comprehensive strategy plan
4. Provides actionable recommendations
```
**Example 2 - Problem Statement:**
```
Input: "Our sales are declining."
Agent Process:
1. Investigates potential causes
2. Analyzes market conditions and competition
3. Develops diagnostic framework
4. Suggests targeted solutions
```
**Example 3 - Improvement Goal:**
```
Input: "I need advice on employee productivity improvement."
Agent Process:
1. Assesses current productivity metrics
2. Identifies bottlenecks and challenges
3. Researches best practices and solutions
4. Creates implementation roadmap
```
#### **Configuring Command Modes**
1. **Edit your agent** and go to the **Commands** tab
2. **Select a command** you want to modify
3. **Choose the command mode** from the dropdown
4. **Test the command** with sample input
5. **Adjust as needed** based on results
### **Bulk AI Commands: Process Multiple Tasks at Once**
Apply AI commands to multiple tasks simultaneously for efficient batch processing.
#### **How Bulk Commands Work**
1. **Select multiple tasks** in your project (hold Ctrl/Cmd while clicking)
2. **Right-click** or use the AI assistant panel
3. **Choose a bulk command** from the available options
4. **AI processes all selected tasks** with the same command
5. **Review and refine** results as needed
#### **Available Bulk AI Commands**
| Command | Action | Best For | Example |
| ------------------------------- | ------------------------------------- | -------------------------------------- | -------------------------------------------- |
| **🟪 Research** | Search the web to learn about topics | Market research, fact-checking | Research competitors for each product |
| **🟪 SEO** | Fetch top Google Search results | Content optimization, keyword research | Find SEO keywords for blog topics |
| **🟠 Summarize** | Shrink down long discussions or notes | Meeting notes, document reviews | Summarize customer feedback responses |
| **🟤 Turn into Action Items** | Convert ideas into actionable steps | Project planning, brainstorming | Turn feature requests into development tasks |
| **🟡 Prioritize** | Prioritize tasks based on importance | Task management, sprint planning | Rank support tickets by urgency |
| **🔴 Continue Writing** | Expand on existing content | Content creation, documentation | Expand product descriptions |
| **⚪️ Brainstorm** | Develop ideas in seconds | Creative projects, problem-solving | Generate marketing campaign ideas |
| **🔵 Rewrite** | Refine words for clarity and impact | Content editing, communication | Improve email templates |
| **🟢 Outline** | Turn ideas into structured plans | Project planning, content strategy | Create article outlines from topics |
| **🟥 Fix Spelling and Grammar** | Edit out mistakes | Content review, documentation | Clean up imported content |
#### **Custom Agent Bulk Commands**
You can also use your custom AI agent commands with multiple tasks:
1. **Create custom commands** in your agent settings
2. **Select multiple tasks** that need the same processing
3. **Choose your custom agent command** from the bulk options
4. **AI applies your specialized command** to all selected tasks
**Example Use Cases:**
* **Sales Agent**: Qualify multiple leads simultaneously
* **Content Agent**: Generate social media posts for multiple products
* **Support Agent**: Categorize multiple customer inquiries
* **Research Agent**: Analyze multiple competitor websites
#### **Bulk Command Best Practices**
**✅ Do:**
* Group similar tasks for bulk processing
* Review results and refine as needed
* Use consistent formatting across tasks
* Test commands on small batches first
**❌ Don't:**
* Mix different task types in one bulk operation
* Apply complex commands to too many tasks at once
* Skip reviewing AI-generated results
* Use bulk commands for tasks requiring individual attention
***
## 📱 **Mobile Agent Development**
Build and train AI agents directly from your mobile device, making agent development truly accessible anywhere.
### **Mobile Agent Creation**
| **Feature** | **Capability** | **Use Case** |
| --------------------------- | ---------------------------------- | --------------------------------- |
| **Quick Agent Setup** | Create agents with voice prompts | Build agents while commuting |
| **Mobile Knowledge Upload** | Add photos, documents, voice memos | Train agents with real-world data |
| **Agent Testing** | Test agent responses on mobile | Validate agent behavior instantly |
| **Mobile Commands** | Create custom commands via touch | Build agent tools on the go |
### **Mobile-Specific Agent Tools**
| **Tool** | **Mobile Advantage** | **Business Impact** |
| ---------------------- | ----------------------------- | ----------------------------- |
| **Photo Analysis** | Analyze images from camera | Instant product cataloging |
| **Voice Commands** | Speak to agents naturally | Hands-free agent interaction |
| **Push Notifications** | Receive agent alerts anywhere | Real-time business monitoring |
### **Mobile Agent Use Cases**
**Field Service Agent:**
* Take photos of equipment issues
* Get instant diagnostic suggestions
* Create work orders automatically
* Access repair manuals contextually
**Sales Agent:**
* Capture client meeting notes via voice
* Get real-time product recommendations
* Access pricing and availability instantly
* Generate follow-up tasks automatically
## 🤖 **AI Team Generator: Multi-Agent Teams**
Create entire teams of specialized AI agents with a single prompt using the revolutionary AI Team Generator.
### **What is AI Team Generator?**
The AI Team Generator lets you create complete multi-agent teams instantly. Just describe your use case, and Taskade automatically generates a fully configured AI Team with tailored roles, behaviors, and specialized toolkits.
### **When to Use AI Team Generator**
| **Scenario** | **Why It's Perfect** |
| -------------------------- | ---------------------------------------------------- |
| **Complex Workflows** | Multiple agents tackle different parts of a workflow |
| **Uncertain Structure** | AI designs the optimal team composition for you |
| **Time Constraints** | Save hours of manual agent configuration |
| **Best Practice Learning** | See how experts structure multi-agent systems |
### **Example AI Team Generations**
**Prompt:** *"Create a product launch team for a SaaS startup"*
**Generated Team:**
* **🎯 Product Manager Agent** - Roadmap planning, feature prioritization
* **📊 Market Research Agent** - Competitor analysis, user research
* **✍️ Content Marketing Agent** - Blog posts, social media, email campaigns
* **📈 Growth Marketing Agent** - SEO optimization, conversion tracking
* **🎨 Design Agent** - Visual assets, UI/UX feedback
* **💬 Customer Success Agent** - Onboarding flows, support documentation
**Prompt:** *"Build a legal compliance team for healthcare"*
**Generated Team:**
* **⚖️ Compliance Officer Agent** - HIPAA regulations, audit preparation
* **📋 Documentation Agent** - Policy creation, procedure updates
* **🔍 Risk Assessment Agent** - Vulnerability analysis, mitigation strategies
* **📊 Reporting Agent** - Compliance reports, regulatory filings
* **🎓 Training Agent** - Staff education, certification tracking
### **How It Works**
1. **Describe Your Need** - "I need a team for \[specific use case]"
2. **AI Analyzes Requirements** - Identifies roles, skills, and workflows needed
3. **Generates Specialized Agents** - Each with custom instructions and tools
4. **Ready to Deploy** - Start using your team immediately
### **How to Use AI Team Generator**
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**Step-by-Step Guide to Creating AI Teams**
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#### **Access the Generator**
1. Navigate to the **Agents** tab in your workspace
2. Look for the **AI Team Generator** option
3. Click to open the team creation interface
#### **Craft Your Prompt**
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The quality of your prompt determines the quality of your generated team. Be specific about your use case, industry, and requirements.
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**Effective Prompt Examples:**
* `"Create a customer success team for a SaaS company handling onboarding, support tickets, and retention"`
* `"Build a content marketing team for a B2B tech blog including research, writing, and promotion"`
* `"Generate a project management team for software development with sprint planning and QA"`
### **Editing and Customizing Generated Teams**
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All generated teams can be fine-tuned after creation to better fit your specific needs.
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#### **Available Customizations**
| **Customization Type** | **What You Can Modify** | **Impact** |
| ------------------------ | ------------------------------------------------ | ---------------------------------------- |
| **Agent Roles** | Change titles, responsibilities, and specialties | Better alignment with your workflow |
| **Instructions** | Adjust behavior, tone, and response guidelines | More accurate and helpful responses |
| **Tools & Integrations** | Add/remove connected services and APIs | Enhanced capabilities and automation |
| **Knowledge Base** | Upload additional training materials | More informed and knowledgeable agents |
| **Communication Style** | Modify how agents interact and collaborate | Better team dynamics and user experience |
#### **Advanced Editing Features**
{% stepper %}
{% step %}
**Access Team Settings**
Click the **settings icon** on your generated team
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{% step %}
**Modify Agent Configuration**
Select individual agents to adjust their parameters
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**Test Changes**
Use the **preview chat** to test modified behavior
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{% step %}
**Save and Deploy**
Apply changes and make the team available for use
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### **Using Your AI Team**
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**Multiple Ways to Collaborate with AI Teams**
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#### **Method 1: Direct Team Chat**
* Access through the **Agents** tab
* Chat with the entire team as a unified group
* All agents contribute to comprehensive responses
* Perfect for brainstorming and complex problem-solving
#### **Method 2: Project Integration**
* Assign teams to specific projects
* Agents work within project context
* Automatic task generation and updates
* Seamless integration with existing workflows
#### **Method 3: Task Assignment**
* Assign specific tasks to team members
* Each agent handles their area of expertise
* Parallel processing for faster completion
* Comprehensive reporting on progress
#### **Method 4: Automation Integration**
* Connect teams to automation workflows
* Trigger team actions based on events
* Automated responses and follow-ups
* Continuous background processing
### **AI Team Use Cases and Examples**
| **Industry** | **Team Type** | **Key Agents** | **Benefits** |
| --------------- | ------------------ | ------------------------------------- | ------------------------------ |
| **Marketing** | Content Creation | Research, Writing, Design, SEO | Complete content pipeline |
| **Sales** | Lead Management | Qualification, Follow-up, Analytics | Streamlined sales process |
| **Support** | Customer Service | Triage, Resolution, Feedback | 24/7 customer support |
| **Development** | Project Management | Planning, Coding, Testing, Deployment | Accelerated development cycles |
| **HR** | Recruitment | Sourcing, Screening, Interviewing | Efficient hiring process |
### **Best Practices for AI Teams**
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**Optimization Strategies for Maximum Impact**
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#### **Team Composition**
* **Start Small**: Begin with 3-5 agents for focused teams
* **Role Clarity**: Ensure each agent has distinct, non-overlapping responsibilities
* **Skill Balance**: Include a mix of specialized and general-purpose agents
#### **Performance Tuning**
* **Prompt Refinement**: Iterate on team prompts for better results
* **Tool Integration**: Connect relevant external services and APIs
* **Knowledge Updates**: Regularly refresh agent knowledge bases
#### **Workflow Integration**
* **Clear Triggers**: Define when and how teams should be activated
* **Output Standards**: Establish consistent formatting and quality expectations
* **Feedback Loops**: Implement review processes for continuous improvement
### **Troubleshooting AI Teams**
| **Issue** | **Common Causes** | **Solutions** |
| --------------------------- | ------------------------- | ---------------------------------------------- |
| **Uncoordinated Responses** | Overlapping agent roles | Clarify responsibilities in team configuration |
| **Slow Response Times** | Too many agents active | Reduce team size or optimize prompts |
| **Inconsistent Quality** | Unclear instructions | Refine agent prompts and guidelines |
| **Integration Problems** | API/authentication issues | Verify tool connections and permissions |
***
**💡 Pro Tip:** Your best agent team is one that solves a real problem you face daily. Start with a specific use case, measure results, and expand as you discover new possibilities!