Documentation Index
Fetch the complete documentation index at: https://ai-kb.automationanywhere.com/llms.txt
Use this file to discover all available pages before exploring further.
New Features
Skills for Agents
Agents now operate with a skills-aware runtime, enabling more structured and context-driven execution. Assigned skills are dynamically incorporated into agent behavior, matched using structured triggers, and managed through an enhanced Skills experience in the agent builder. Trigger configuration is now more flexible with editable tag-based inputs, supporting multiple phrases and advanced matching patterns.Skills Manager Toolkit
A new Skills Manager toolkit allows agents to create, update, discover, publish, install, and assign skills within workflows. Teams receive a pre-configured library of system skills automatically during deployment for faster onboarding.Ask User Toolkit
Agents can now request structured input from users during execution, enabling workflows that require clarification, approvals, or additional data before proceeding.WhatsApp Toolkit Configuration
WhatsApp integration is now supported within the builder, including guided setup, connection management, and action configuration. The experience includes improved validation, clearer status handling, and smoother connection lifecycle management.Public Chatbot Attachments
The public chatbot now supports file attachments, with built-in validation, clear attachment previews, and improved message association for a seamless experience.Manual MCP OAuth
MCP servers now support manual OAuth for pre-registered clients, including backend callback configuration, secure token exchange, and improved compatibility with external identity providers.Team Billing Periods
A standardized team billing period model is now available, including usage tracking, billing cycle alignment, credit reset support, and improved reporting capabilities.Team Audit and Security Logs
Enhanced audit and security logging provides improved visibility with advanced filtering across teams, projects, users, and actions, along with export capabilities and clearer identifiers.Enhanced Knowledge Base Upload
Knowledge Base uploads now support an improved asynchronous workflow with clearer success and status notifications, better multi-KB handling, and enhanced error visibility.V2 Automator Builder Updates
The V2 builder introduces support for Google Docs, improved boolean handling, enhanced toolkit visibility, and continued support for migrated workflows.Deployment-Time Frontend Configuration
On-prem deployments now support more configuration at deployment time, allowing safer and more flexible environment management without requiring rebuilds.Improvements
Agent Runtime and Prompting
Skills are more effectively incorporated into agent behavior with improved guidance on when and how to use them. Chart-capable responses are more consistently rendered visually when applicable. Support for structured JSON responses enables more predictable and system-friendly outputs. Tool output handling and preparation have been enhanced for improved response quality.Chat and Debugging
Chat sessions are preserved more consistently across navigation. Debugging visibility has been improved for easier issue diagnosis. Workflow execution supports broader compatibility across enterprise environments. System state synchronization across modes and sessions is more reliable. User session tracking has been enhanced. Chat visualization and inspection tools are more accessible during testing and demos.Knowledge Base and Smart Tables
Knowledge Base listing and filtering behavior is more consistent and resilient. File browsing across projects and multiple Knowledge Bases is more accurate. Smart table execution and recovery behavior has been improved for better consistency. Filtering logic for structured data queries has been enhanced. Table operations now handle schema changes more dynamically.Toolkits and Integrations
Integration validation and connection handling across supported platforms have been improved. OAuth flows and token management are more robust and consistent. File processing capabilities have been expanded for supported formats. Search and filtering within integrations such as Slack and GitHub have been enhanced. Execution reliability across platform toolkits and environments has been improved. Crawler configuration and usage visibility have been enhanced.Admin, Billing and Permissions
Credit usage tracking and reporting are more consistent across views. Project access validation and cache handling have been improved. Team lifecycle management flows are more reliable. SAML-based assignment and access control handling have been enhanced. Validation processes across datastore and configuration flows are more consistent. API key management and role-based visibility have been improved.Security and Reliability
Error handling and logging have been enhanced across sensitive operations. File handling and sandbox download safeguards have been strengthened. Compatibility with supported model providers has been improved. Session management and logout handling provide stronger security. Storage and upload workflows handle a wider range of response scenarios. Real-time and connection handling behavior is more stable across environments. File and media upload handling has improved consistency and visibility.Resolved Issues
We delivered a set of improvements across chat, toolkits, knowledge base, admin, and deployment to enhance overall platform stability and consistency, including:- Improved chat session continuity when navigating between views
- Enhanced attachment handling to ensure files remain correctly associated with messages
- More consistent behavior across skills management and library workflows
- Improved reliability of API responses, form handling, and modal interactions
- Better alignment between agent/editor modes and project settings
- Improved accuracy and filtering in audit exports
- Enhanced visibility into Knowledge Base upload results
- More consistent smart table execution and recovery behavior
- Improved compatibility with supported model integrations
- Strengthened OAuth flows and external integration handling
- Improved project membership validation and access consistency
- Enhanced security and reliability for sandbox file handling