Runtime
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Hermes second brain
Concepts, source components, workflows, and articles are now linked like an Obsidian vault. Start from the graph, a family, or a workflow pattern.
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Concept families
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Important notes
The top-level runtime object that connects CLI, desktop, gateways, cron, and transports to the agent loop.
RuntimeThe complete path for one user request, from context construction through model calls, tools, and finalization.
RuntimeThe once-per-turn assembled view of instructions, history, tools, memory, and guardrails.
RuntimeThe source component that owns model/tool iteration during a single user turn.
MemorySelected knowledge that survives beyond a single prompt and can influence future turns.
MemoryThe component that orchestrates built-in and external memory providers.
MemoryCurated information intended to remain useful across sessions and days.
MemoryThe discipline of selecting what should become memory and what should remain transient.
MemoryThe boundary around what Hermes may store, retrieve, expose, or send to providers.
SkillsPackaged working knowledge that lets Hermes repeat a process without rediscovering it each time.
SkillsThe practice of turning repeated lessons into better reusable instructions.
ToolsThe central registry for tool schemas, handlers, availability checks, and toolset membership.
ToolsNamed bundles of capabilities that control which tools are available.
ToolsRead, write, patch, and search capabilities over the project filesystem.
ToolsShell and process execution capabilities used for coding and operations.
AutomationScheduled agent work that enters the same operational pipeline as manual requests.
InterfacesThe visual local interface for sessions, models, settings, artifacts, and gateway connections.
InterfacesThe FastAPI surface for config, sessions, files, memory, skills, cron, messaging, and operations.
Workflow layer

A morning loop that turns memory, goals, and calendar context into one concrete priority.

A bounded small-business workflow that qualifies incoming messages and writes structured CRM records.

A repeatable research workflow that gathers sources, extracts claims, and produces a decision brief.

A scheduled monitor that reports important repository changes without constant model usage.

A workflow that turns approved notes, articles, and transcripts into reusable drafts under human publishing control.

A team-memory pattern that extracts decisions and useful context from channels into a shared knowledge layer.