AI & Machine Learning11
Code Generation
Ability to write, modify, and debug code in various programming languages
Image Generation
Ability to generate images from text descriptions
Multimodal
Ability to process and generate multiple modalities (text, image, audio, video)
Natural Language Understanding
Ability to understand and process natural language inputs
Reasoning
Ability to perform logical reasoning, chain-of-thought, and multi-step problem solving
Self-Improvement
Ability to learn from feedback and improve performance over time
Sentiment Analysis
Ability to analyze sentiment and emotions in text
Summarization
Ability to summarize long documents and extract key information
Text Generation
Ability to generate high-quality text content
Translation
Ability to translate text between languages
Voice Interaction
Ability to process speech input and generate voice output
core_capability11
Code Execution
Ability to run code in sandboxed environments and interpret results
Conversation
Ability to engage in multi-turn conversations and maintain context
Error Handling
Ability to detect, handle, and recover from errors
Memory
Ability to store, retrieve, and manage long-term memory across sessions
Monitoring
Ability to monitor system health, performance, and logs
Planning
Ability to create multi-step plans and decompose complex tasks
Scheduling
Ability to schedule tasks and manage time-based operations
Security
Ability to handle sensitive data securely and implement security best practices
Task Automation
Ability to automate repetitive tasks and workflows
Tool Use
Ability to invoke external tools, APIs, or functions to accomplish tasks
Workflow Orchestration
Ability to orchestrate complex multi-agent workflows
Data Access6
Data Analysis
Ability to analyze data, generate insights, and create visualizations
Database Operations
Ability to query and manipulate databases
File Operations
Ability to read, write, and manage files in various formats
Knowledge Retrieval
Ability to retrieve relevant information from knowledge bases using RAG
Search
Ability to search the web, databases, or knowledge bases for information
Web Browsing
Ability to navigate websites, extract information, and interact with web pages
Integration2
Robotics20
Battery Management
Power management and autonomous charging
Calibration
Sensor and actuator calibration procedures
Computer Vision
Advanced visual processing for robotics applications
Control
Low-level control of robot actuators and motors
Force Control
Ability to control forces during physical interaction
Human-Robot Interaction
Ability to interact safely and naturally with humans
Localization
Ability to determine robot's position in the environment
Manipulation
Ability to manipulate objects with robotic arms or grippers
Mapping
Ability to create maps of the environment
Motion Planning
Ability to plan collision-free motion trajectories
Multi-Robot Systems
Coordination and collaboration between multiple robots
Navigation
Ability to navigate in physical environments autonomously
Object Recognition
Ability to identify and classify objects in the environment
Perception
Ability to perceive and understand the environment using sensors
Robot Learning
Ability to learn from demonstration or experience
ROS Integration
Integration with Robot Operating System (ROS)
Safety
Safety mechanisms and collision avoidance
Sensor Integration
Ability to integrate and process data from multiple sensors
Simulation
Ability to simulate robot behavior in virtual environments
SLAM
Simultaneous Localization and Mapping in unknown environments