Agent Capabilities

Agents on the .do platform have access to a wide range of capabilities spanning natural language, code, data, and integration with external systems.

Core Capabilities

Natural Language Processing

Understanding

• Intent classification
• Entity extraction
• Sentiment analysis
• Context interpretation
• Multi-turn conversation

Generation

• Content creation (articles, emails, documents)
• Code generation and explanation
• Translation and localization
• Summarization and synthesis
• Creative writing

Code & Development

Code Generation

• Write functions and modules
• Generate tests and documentation
• Refactor and optimize code
• Fix bugs and security issues

Code Execution

• Run Python, JavaScript, TypeScript
• Execute SQL queries
• Shell commands (sandboxed)
• API testing and validation

Development Tools

• Git operations
• Package management
• Build and deployment
• Code review and analysis

Data Processing

Extraction

• Parse structured data (JSON, CSV, XML)
• Extract from unstructured text
• OCR and document processing
• Web scraping and crawling

Transformation

• Data cleaning and normalization
• Format conversion
• Aggregation and summarization
• Enrichment from external sources

Analysis

• Statistical analysis
• Pattern recognition
• Anomaly detection
• Predictive modeling

Integration Capabilities

APIs & Services

Agents can integrate with 1000s of APIs:

Business Systems

• CRM (Salesforce, HubSpot)
• ERP (NetSuite, SAP)
• Accounting (QuickBooks, Xero)
• HR (BambooHR, Workday)

Communication

• Email (Gmail, Outlook)
• Messaging (Slack, Teams)
• SMS (Twilio, MessageBird)
• Video (Zoom, Meet)

Developer Tools

• Version Control (GitHub, GitLab)
• CI/CD (Jenkins, CircleCI)
• Monitoring (Datadog, New Relic)
• Cloud Platforms (AWS, GCP, Azure)

Database Operations

Direct access to data storage:

// Query data
const customers = await db.Customer.query({
  where: { status: 'active' },
  limit: 100,
})

// Update records
await db.Order.update(orderId, {
  status: 'fulfilled',
  fulfilledAt: new Date(),
})

// Create relationships
await db.Customer.relate(customerId, $.hasOrders, orders)

File Operations

Handle documents and files:

• Read/write local and cloud storage
• PDF generation and parsing
• Image processing and generation
• Spreadsheet manipulation
• Archive handling (zip, tar)

Advanced Capabilities

Multi-Modal Processing

Vision

• Image analysis and classification
• Object detection
• OCR and document understanding
• Image generation and editing

Audio

• Speech-to-text transcription
• Text-to-speech synthesis
• Audio analysis and classification
• Music generation

Reasoning & Planning

Logical Reasoning

• Deductive and inductive reasoning
• Constraint solving
• Optimization problems
• Game theory and strategy

Planning

• Task decomposition
• Resource allocation
• Scheduling and sequencing
• Contingency planning

Learning & Adaptation

From Feedback

• User corrections and preferences
• Success/failure outcomes
• Performance metrics
• A/B test results

From Experience

• Pattern recognition over time
• Anomaly detection improvements
• Personalization
• Workflow optimization

Capability Composition

Combine capabilities for complex tasks:

const agent = $.Agent.create({
  name: 'Market Research Agent',
  capabilities: [
    // Data gathering
    'web-search',
    'web-scraping',
    'api-integration',

    // Analysis
    'data-extraction',
    'sentiment-analysis',
    'trend-analysis',

    // Output
    'report-generation',
    'visualization',
    'presentation',
  ],
})

Capability Marketplace

Browse and install capabilities from the marketplace:

• Pre-built tool integrations
• Industry-specific skills
• Custom capabilities from community
• Certified enterprise capabilities

Building Custom Capabilities

Extend agents with custom tools:

const customTool = $.Tool.create({
  name: 'inventory-checker',
  description: 'Check product inventory levels',
  parameters: {
    sku: { type: 'string' },
    warehouse: { type: 'string', optional: true },
  },
  execute: async ({ sku, warehouse }) => {
    // Your custom logic
    return inventoryData
  },
})

agent.addTool(customTool)

Next Steps

• Teams - Coordinate multiple agents
• Services - Package capabilities as services
• Examples - See capabilities in action