chore: import upstream snapshot with attribution

docs/OpenManus/index.md

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+---
+layout: default
+title: "OpenManus"
+nav_order: 17
+has_children: true
+---
+
+# Tutorial: OpenManus
+
+> This tutorial is AI-generated! To learn more, check out [AI Codebase Knowledge Builder](https://github.com/The-Pocket/Tutorial-Codebase-Knowledge)
+
+OpenManus<sup>[View Repo](https://github.com/mannaandpoem/OpenManus/tree/f616c5d43d02d93ccc6e55f11666726d6645fdc2)</sup> is a framework for building autonomous *AI agents*.
+Think of it like a digital assistant that can perform tasks. It uses a central **brain** (an `LLM` like GPT-4) to understand requests and decide what to do next.
+Agents can use various **tools** (like searching the web or writing code) to interact with the world or perform specific actions. Some complex tasks might involve a **flow** that coordinates multiple agents.
+It keeps track of the conversation using `Memory` and ensures secure code execution using a `DockerSandbox`.
+The system is flexible, allowing new tools to be added, even dynamically through the `MCP` protocol.
+
+```mermaid
+flowchart TD
+    A0["BaseAgent"]
+    A1["Tool / ToolCollection"]
+    A2["LLM"]
+    A3["Message / Memory"]
+    A4["Schema"]
+    A5["BaseFlow"]
+    A6["DockerSandbox"]
+    A7["Configuration (Config)"]
+    A8["MCP (Model Context Protocol)"]
+    A0 -- "Uses LLM for thinking" --> A2
+    A0 -- "Uses Memory for context" --> A3
+    A0 -- "Executes Tools" --> A1
+    A5 -- "Orchestrates Agents" --> A0
+    A1 -- "Uses Sandbox for execution" --> A6
+    A2 -- "Reads LLM Config" --> A7
+    A6 -- "Reads Sandbox Config" --> A7
+    A7 -- "Provides MCP Config" --> A8
+    A8 -- "Provides Dynamic Tools" --> A1
+    A8 -- "Extends BaseAgent" --> A0
+    A4 -- "Defines Agent Structures" --> A0
+    A4 -- "Defines Message Structure" --> A3
+    A2 -- "Processes Messages" --> A3
+    A5 -- "Uses Tools" --> A1
+    A4 -- "Defines Tool Structures" --> A1
+```