skandha -- AGI Platform

skandha is our biology-inspired AGI platform – the core intelligence engine that powers everything we build. Named after the Buddhist concept of the “form aggregate,” skandha creates systems that maintain persistent understanding across interactions.

Architecture

Knowledge + Transform Graph

At the heart of skandha is a dynamic knowledge graph stored in FalkorDB (an embedding-enabled graph database) with MySQL for relational storage. The graph continuously evolves as the system learns, creating a living model of the domain it operates in.

Agent Hierarchy

skandha uses a multi-level agent architecture inspired by biological nervous systems:

• Base Agents – Coordinate and delegate across the hierarchy
• Task Agents – Execute specific operations and data processing
• Decision Agents – Evaluate options and make strategic choices
• Fermi Agents – Perform order-of-magnitude estimation and sanity checking
• Cantor Agents – Handle set-theoretic reasoning and cardinality analysis

Session + Strategy Layer

Unlike stateless AI systems, skandha maintains persistent sessions that track:

• Active goals and sub-goals
• Strategy execution and adaptation
• Complete message and reasoning history
• Knowledge graph updates and evolution

What skandha Produces

• Structured Plans – Actionable, multi-step plans with dependencies
• Graph Updates – Evolving knowledge representations
• Agent Handoffs – Seamless delegation between specialized agents
• Auditable Reasoning – Complete chains of thought that can be reviewed

Use Cases

• Complex research and analysis workflows
• Multi-step business process automation
• Knowledge-intensive decision support
• Autonomous agent coordination
• Domain-specific AI applications

Get Started

Contact us to learn how skandha can be integrated into your workflow.