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Core concepts overview

This chapter is for architects, technical decision-makers, and integration developers who need to understand how the platform works. For a quick start, see Quick start and the User manual.

Concept map

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Platform capability map

The Combo Agent baseline is built from these core modules:

ModuleOne-line summary
Platform architectureLayers, module relationships, and data flow
Agents & multi-agentSpecialized agents, sub-agent delegation, multi-agent coordination
SessionSession lifecycle, parallel runs, context compaction
MemoryLong-term memory, knowledge base, cross-session semantic search
Skill systemStandardized capability packaging and dynamic activation
Event triggerEvent-driven session scheduling (webhook / external callbacks / compound triggers)
Cron schedulingOne-shot / cron / interval schedules; agents can create jobs
HooksLifecycle automation hooks for agents
GraftReference outputs across parallel sessions
Channel messagingFeishu, WeCom, email, webhook, and other ingress channels
Storage & isolationLocal + MinIO dual layer, multi-tenant isolation
Multi-tenancyTenant / user / session identity and isolation
ObservabilityTraceable, auditable, explainable agent behavior

Reader navigation

You are…Suggested reading order
Architect / technical decision-makerPlatform architecture → Agent → Session → Skills
Integration developerSkills → Events → Cron → Hooks → Channels
Power userSession → Memory → Graft → Cron
OperationsStorage → Multi-tenancy → Observability → Deploy

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