# Architecture
This page maps nanobot's runtime behavior to source files. Use it when you are debugging internals, reviewing a PR, adding a provider/channel/tool, or trying to understand where a user-visible behavior comes from.
For the product-level mental model, read [`concepts.md`](./concepts.md) first.
## Core Flow
```mermaid
flowchart LR
Channel["Channel
CLI, WebUI, chat apps"] --> Bus["MessageBus
InboundMessage"]
Bus --> Loop["AgentLoop
session, workspace, context"]
Loop --> Runner["AgentRunner
provider/tool loop"]
Runner --> Provider["Provider
LLM backend"]
Provider --> Runner
Runner --> Tools["Tools
files, shell, web, MCP, cron"]
Tools --> Runner
Runner --> Loop
Loop --> Outbound["MessageBus
OutboundMessage"]
Outbound --> Channel
Loop -. reads/writes .-> State["Session, memory,
hooks, skills, templates"]
```
Main files:
| Area | Files |
|---|---|
| Message events and queue | `nanobot/bus/events.py`, `nanobot/bus/queue.py` |
| Turn orchestration | `nanobot/agent/loop.py` |
| Provider/tool conversation loop | `nanobot/agent/runner.py` |
| Context construction | `nanobot/agent/context.py` |
| Session storage and compaction | `nanobot/session/manager.py` |
| Long-term memory and Dream | `nanobot/agent/memory.py` |
## Agent Loop vs Agent Runner
`AgentLoop` owns the channel-facing turn:
- receives inbound messages;
- determines the effective session and workspace scope;
- builds context;
- wires hooks, progress, and channel metadata;
- publishes outbound messages.
`AgentRunner` owns the model-facing loop:
- sends messages to the selected provider;
- handles streaming deltas and reasoning blocks;
- executes tool calls;
- feeds tool results back into the model;
- stops when a final answer is produced or runtime limits are hit.
Keep this split in mind when debugging. If a problem is about channel routing, session keys, workspace selection, or outbound delivery, start in `agent/loop.py`. If it is about provider calls, tool calls, streaming, or iteration limits, start in `agent/runner.py`.
## Providers
Provider metadata is centralized in `nanobot/providers/registry.py`. Configuration fields live in `nanobot/config/schema.py`.
Provider selection uses:
- explicit `agents.defaults.provider` or preset provider;
- provider registry keywords;
- API key prefixes and API base URL hints;
- local provider fallback when `apiBase` is configured;
- gateway fallback for providers that can route many model families.
Provider implementations live in `nanobot/providers/`. Most hosted providers use the OpenAI-compatible implementation, while Anthropic, Azure OpenAI, AWS Bedrock, OpenAI Codex, and GitHub Copilot have specialized paths.
Useful docs:
- [`providers.md`](./providers.md) for practical setup;
- [`configuration.md#providers`](./configuration.md#providers) for exact provider reference.
## Channels
Channels translate external platforms into `InboundMessage` events and send `OutboundMessage` events back to the platform.
Main files:
| Area | Files |
|---|---|
| Base channel contract | `nanobot/channels/base.py` |
| Built-in channels | `nanobot/channels/*.py` |
| Discovery and lifecycle | `nanobot/channels/manager.py` |
| WebSocket/WebUI channel | `nanobot/channels/websocket.py` |
Channels are discovered through built-in module scanning and plugin entry points. A custom channel should follow [`channel-plugin-guide.md`](./channel-plugin-guide.md).
## WebUI and Gateway
`nanobot gateway` starts:
- enabled chat channels;
- the WebSocket channel when configured;
- workspace-scoped cron service;
- system jobs such as Dream and heartbeat;
- the health endpoint on `gateway.port`.
The packaged WebUI is served by the WebSocket channel, not the health endpoint:
| Surface | Default |
|---|---|
| Health endpoint | `http://127.0.0.1:18790/health` |
| WebUI/WebSocket | `http://127.0.0.1:8765` |
WebUI source lives in `webui/`. The production build is written to `nanobot/web/dist/` and bundled into the wheel.
Useful docs:
- [`../webui/README.md`](../webui/README.md) for WebUI use and development;
- [`websocket.md`](./websocket.md) for protocol details.
## Tools
Tools are discovered from `nanobot/agent/tools/` and plugin entry points.
Important files:
| Tool area | Files |
|---|---|
| Tool base and schema | `nanobot/agent/tools/base.py`, `nanobot/agent/tools/schema.py` |
| Discovery | `nanobot/agent/tools/registry.py` |
| Shell execution | `nanobot/agent/tools/shell.py` |
| Filesystem tools | `nanobot/agent/tools/filesystem.py` |
| Web search/fetch | `nanobot/agent/tools/web.py` |
| MCP tools | `nanobot/agent/tools/mcp.py` |
| Cron | `nanobot/agent/tools/cron.py`, `nanobot/cron/` |
| Image generation | `nanobot/agent/tools/image_generation.py` |
| Runtime self-inspection | `nanobot/agent/tools/self.py` |
Tool behavior is part of the model contract. Keep user-visible tool names, schemas, and error messages stable unless a change is intentional.
## Config and Paths
The config schema lives in `nanobot/config/schema.py`. Loading and saving live in `nanobot/config/loader.py`. Runtime path helpers live in `nanobot/config/paths.py`.
Defaults:
| Path | Default |
|---|---|
| Config | `~/.nanobot/config.json` |
| Workspace | `~/.nanobot/workspace/` |
| Sessions | `/sessions/*.jsonl` |
| Memory | `/memory/` |
| Cron store | `/cron/jobs.json` |
| WebUI/media/log runtime data | config directory subdirectories such as `webui/`, `media/`, and `logs/` |
The schema accepts both camelCase and snake_case keys, but saves config with camelCase aliases.
## Memory and Sessions
Session history is the near-term conversation replay. Memory is the longer-term workspace state.
| Store | File area |
|---|---|
| Session JSONL files | `/sessions/` |
| Long-term memory | `/memory/MEMORY.md` |
| Consolidation source history | `/memory/history.jsonl` |
| Bootstrap identity files | `/SOUL.md`, `/USER.md`, templates under `nanobot/templates/` |
Dream is implemented in `nanobot/agent/memory.py` and scheduled by the runtime when enabled.
## Security Boundaries
Security-sensitive code paths include:
| Boundary | Files |
|---|---|
| Workspace scope | `nanobot/security/workspace_access.py`, `nanobot/security/workspace_policy.py` |
| Shell sandboxing | `nanobot/agent/tools/shell.py` |
| SSRF/network checks | `nanobot/security/network.py`, `nanobot/agent/tools/web.py` |
| PTH guard and CLI startup security | `nanobot/security/` and CLI entrypoints |
| Channel access control | channel config in `nanobot/channels/*.py` |
When changing tools, channels, file access, WebUI workspace behavior, or network fetching, treat security as part of the functional behavior and update docs if the user-facing boundary changes.
## Extension Points
| Extension | How |
|---|---|
| Provider | Add `ProviderSpec` in `providers/registry.py`, add schema field in `config/schema.py`, implement provider only if the generic backend is not enough |
| Channel | Implement `BaseChannel`, expose an entry point, follow [`channel-plugin-guide.md`](./channel-plugin-guide.md) |
| Tool | Implement a tool under `agent/tools/` or expose a plugin entry point |
| MCP | Add `tools.mcpServers` config |
| Skill | Add workspace skill files under `/skills/` or built-in skills under `nanobot/skills/` |
Prefer existing registry/discovery patterns over ad hoc wiring.
## Testing and Verification
Common checks:
```bash
pytest tests/test_openai_api.py::test_function -v
ruff check nanobot/
cd webui && bun run test
cd webui && bun run build
```
Choose tests based on the changed surface:
| Change | Minimum useful verification |
|---|---|
| Provider behavior | Provider unit tests or a mocked API path; `nanobot agent -m "Hello!"` with safe config when possible |
| Channel behavior | Channel tests plus `nanobot gateway` startup path |
| WebUI behavior | WebUI tests/build and, for routing/settings/chat changes, browser-level verification through the gateway |
| Tool behavior | Tool unit tests and an agent-run path when schema or model-facing behavior changes |
| Docs | Link checks, command accuracy against CLI/schema, and `git diff --check` |
For user-facing flows, prefer at least one verification path through the public surface the user actually touches: CLI command, HTTP endpoint, WebSocket/WebUI, chat channel, or packaged import.