diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 92da20d7..10478cb9 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -51,6 +51,6 @@ Documentation improvements are always welcome. You can:
- Improve API documentation
- Add tutorials or guides
-For detailed instructions on setting up your development environment and submitting code contributions, please see our [Developer-Guide](./docs/Developer-Guide.md) guide.
+For detailed instructions on setting up your development environment and submitting code contributions, please see our [Developer-Guide](./docs/Developer-Guide.md).
Feel free to join our [Discord community](https://discord.com/invite/mVnXXpdE85) to discuss ideas or get help with your contributions.
\ No newline at end of file
diff --git a/LICENSE.md b/LICENSE.md
index 3ae3445c..207f2665 100644
--- a/LICENSE.md
+++ b/LICENSE.md
@@ -1,6 +1,6 @@
MIT License
-Copyright (c) 2025 trycua
+Copyright (c) 2025 Cua AI, Inc.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
diff --git a/README.md b/README.md
index 85cf88ce..af895a65 100644
--- a/README.md
+++ b/README.md
@@ -13,6 +13,11 @@
+> Weβre hosting the **Computer-Use Agents SOTA Challenge** at [Hack the North](https://hackthenorth.com) and online!
+>> **Track A (On-site @ UWaterloo)**: Reserved for participants accepted to Hack the North. π Prize: **YC interview guaranteed**.
+>> **Track B (Remote)**: Open to everyone worldwide. π Prize: **Cash award**.
+>>> π Sign up here: [trycua.com/hackathon](https://www.trycua.com/hackathon)
+
**cua** ("koo-ah") is Docker for [Computer-Use Agents](https://www.oneusefulthing.org/p/when-you-give-a-claude-a-mouse) - it enables AI agents to control full operating systems in virtual containers and deploy them locally or to the cloud.
@@ -47,7 +52,7 @@ Missing a model? [Raise a feature request](https://github.com/trycua/cua/issues/
- [Get started with a Computer-Use Agent UI](https://docs.trycua.com/docs/quickstart-ui)
- [Get started with the Computer-Use Agent CLI](https://docs.trycua.com/docs/quickstart-cli)
-- [Get Started with the Python SDKs](https://docs.trycua.com/docs/quickstart-devs)
+- [Get started with the Python SDKs](https://docs.trycua.com/docs/quickstart-devs)
@@ -181,17 +186,31 @@ Join our [Discord community](https://discord.com/invite/mVnXXpdE85) to discuss i
## License
-Cua is open-sourced under the MIT License - see the [LICENSE](LICENSE) file for details.
+Cua is open-sourced under the MIT License - see the [LICENSE](LICENSE) file for details.
+
+The base image `kasmweb/core-ubuntu-jammy` is maintained by [Kasm Technologies](https://github.com/kasmtech/workspaces-core-images) and distributed under the Apache License 2.0. Usage of that image is subject to its own license terms.
Microsoft's OmniParser, which is used in this project, is licensed under the Creative Commons Attribution 4.0 International License (CC-BY-4.0) - see the [OmniParser LICENSE](https://github.com/microsoft/OmniParser/blob/master/LICENSE) file for details.
+### Third-Party Licenses and Optional Components
+
+Some optional extras for this project depend on third-party packages that are licensed under terms different from the MIT License.
+
+- The optional "omni" extra (installed via `pip install "cua-agent[omni]"`) installs the `cua-som` module, which includes `ultralytics` and is licensed under the AGPL-3.0.
+
+When you choose to install and use such optional extras, your use, modification, and distribution of those third-party components are governed by their respective licenses (e.g., AGPL-3.0 for `ultralytics`).
+
## Contributing
-We welcome contributions to CUA! Please refer to our [Contributing Guidelines](CONTRIBUTING.md) for details.
+We welcome contributions to Cua! Please refer to our [Contributing Guidelines](CONTRIBUTING.md) for details.
## Trademarks
-Apple, macOS, and Apple Silicon are trademarks of Apple Inc. Ubuntu and Canonical are registered trademarks of Canonical Ltd. Microsoft is a registered trademark of Microsoft Corporation. This project is not affiliated with, endorsed by, or sponsored by Apple Inc., Canonical Ltd., or Microsoft Corporation.
+Apple, macOS, and Apple Silicon are trademarks of Apple Inc.
+Ubuntu and Canonical are registered trademarks of Canonical Ltd.
+Microsoft is a registered trademark of Microsoft Corporation.
+
+This project is not affiliated with, endorsed by, or sponsored by Apple Inc., Canonical Ltd., Microsoft Corporation, or Kasm Technologies.
## Stargazers
diff --git a/docs/content/docs/agent-sdk/agent-loops.mdx b/docs/content/docs/agent-sdk/agent-loops.mdx
index 0be4e009..6a18f064 100644
--- a/docs/content/docs/agent-sdk/agent-loops.mdx
+++ b/docs/content/docs/agent-sdk/agent-loops.mdx
@@ -22,7 +22,7 @@ agent = ComputerAgent(
tools=[computer]
)
-prompt = "open github, navigate to trycua/cua"
+prompt = "Take a screenshot and tell me what you see"
async for result in agent.run(prompt):
if result["output"][-1]["type"] == "message":
@@ -30,3 +30,142 @@ async for result in agent.run(prompt):
```
For a list of supported models and configurations, see the [Supported Agents](./supported-agents/computer-use-agents) page.
+
+### Response Format
+
+```python
+{
+ "output": [
+ {
+ "type": "message",
+ "role": "assistant",
+ "content": [{"type": "output_text", "text": "I can see..."}]
+ },
+ {
+ "type": "computer_call",
+ "action": {"type": "screenshot"},
+ "call_id": "call_123"
+ },
+ {
+ "type": "computer_call_output",
+ "call_id": "call_123",
+ "output": {"image_url": "data:image/png;base64,..."}
+ }
+ ],
+ "usage": {
+ "prompt_tokens": 150,
+ "completion_tokens": 75,
+ "total_tokens": 225,
+ "response_cost": 0.01,
+ }
+}
+```
+
+### Environment Variables
+
+Use the following environment variables to configure the agent and its access to cloud computers and LLM providers:
+
+```bash
+# Computer instance (cloud)
+export CUA_CONTAINER_NAME="your-container-name"
+export CUA_API_KEY="your-cua-api-key"
+
+# LLM API keys
+export ANTHROPIC_API_KEY="your-anthropic-key"
+export OPENAI_API_KEY="your-openai-key"
+```
+
+### Input and output
+
+The input prompt passed to `Agent.run` can either be a string or a list of message dictionaries:
+
+```python
+messages = [
+ {
+ "role": "user",
+ "content": "Take a screenshot and describe what you see"
+ },
+ {
+ "role": "assistant",
+ "content": "I'll take a screenshot for you."
+ }
+]
+```
+
+The output is an AsyncGenerator that yields response chunks.
+
+### Parameters
+
+The `ComputerAgent` constructor provides a wide range of options for customizing agent behavior, tool integration, callbacks, resource management, and more.
+
+- `model` (`str`): Default: **required**
+ The LLM or agent model to use. Determines which agent loop is selected unless `custom_loop` is provided. (e.g., "claude-3-5-sonnet-20241022", "computer-use-preview", "omni+vertex_ai/gemini-pro")
+- `tools` (`List[Any]`):
+ List of tools the agent can use (e.g., `Computer`, sandboxed Python functions, etc.).
+- `custom_loop` (`Callable`):
+ Optional custom agent loop function. If provided, overrides automatic loop selection.
+- `only_n_most_recent_images` (`int`):
+ If set, only the N most recent images are kept in the message history. Useful for limiting memory usage. Automatically adds `ImageRetentionCallback`.
+- `callbacks` (`List[Any]`):
+ List of callback instances for advanced preprocessing, postprocessing, logging, or custom hooks. See [Callbacks & Extensibility](#callbacks--extensibility).
+- `verbosity` (`int`):
+ Logging level (e.g., `logging.INFO`). If set, adds a logging callback.
+- `trajectory_dir` (`str`):
+ Directory path to save full trajectory data, including screenshots and responses. Adds `TrajectorySaverCallback`.
+- `max_retries` (`int`): Default: `3`
+ Maximum number of retries for failed API calls (default: 3).
+- `screenshot_delay` (`float` | `int`): Default: `0.5`
+ Delay (in seconds) before taking screenshots (default: 0.5).
+- `use_prompt_caching` (`bool`): Default: `False`
+ Enables prompt caching for repeated prompts (mainly for Anthropic models).
+- `max_trajectory_budget` (`float` | `dict`):
+ If set (float or dict), adds a budget manager callback that tracks usage costs and stops execution if the budget is exceeded. Dict allows advanced options (e.g., `{ "max_budget": 5.0, "raise_error": True }`).
+- `**kwargs` (`any`):
+ Any additional keyword arguments are passed through to the agent loop or model provider.
+
+**Example with advanced options:**
+
+```python
+from agent import ComputerAgent
+from computer import Computer
+from agent.callbacks import ImageRetentionCallback
+
+agent = ComputerAgent(
+ model="anthropic/claude-3-5-sonnet-20241022",
+ tools=[Computer(...)],
+ only_n_most_recent_images=3,
+ callbacks=[ImageRetentionCallback(only_n_most_recent_images=3)],
+ verbosity=logging.INFO,
+ trajectory_dir="trajectories",
+ max_retries=5,
+ screenshot_delay=1.0,
+ use_prompt_caching=True,
+ max_trajectory_budget={"max_budget": 5.0, "raise_error": True}
+)
+```
+
+### Streaming Responses
+
+```python
+async for result in agent.run(messages, stream=True):
+ # Process streaming chunks
+ for item in result["output"]:
+ if item["type"] == "message":
+ print(item["content"][0]["text"], end="", flush=True)
+ elif item["type"] == "computer_call":
+ action = item["action"]
+ print(f"\n[Action: {action['type']}]")
+```
+
+### Error Handling
+
+```python
+try:
+ async for result in agent.run(messages):
+ # Process results
+ pass
+except BudgetExceededException:
+ print("Budget limit exceeded")
+except Exception as e:
+ print(f"Agent error: {e}")
+```
\ No newline at end of file
diff --git a/docs/content/docs/agent-sdk/benchmarks/index.mdx b/docs/content/docs/agent-sdk/benchmarks/index.mdx
index 59e9b7ad..6397b2ec 100644
--- a/docs/content/docs/agent-sdk/benchmarks/index.mdx
+++ b/docs/content/docs/agent-sdk/benchmarks/index.mdx
@@ -9,9 +9,9 @@ The benchmark system evaluates models on GUI grounding tasks, specifically agent
## Available Benchmarks
-- **[ScreenSpot-v2](./screenspot-v2)** - Standard resolution GUI grounding
-- **[ScreenSpot-Pro](./screenspot-pro)** - High-resolution GUI grounding
-- **[Interactive Testing](./interactive)** - Real-time testing and visualization
+- **[ScreenSpot-v2](./benchmarks/screenspot-v2)** - Standard resolution GUI grounding
+- **[ScreenSpot-Pro](./benchmarks/screenspot-pro)** - High-resolution GUI grounding
+- **[Interactive Testing](./benchmarks/interactive)** - Real-time testing and visualization
## Quick Start
diff --git a/docs/content/docs/agent-sdk/callbacks/agent-lifecycle.mdx b/docs/content/docs/agent-sdk/callbacks/agent-lifecycle.mdx
index 4b75ebcf..494c4a8f 100644
--- a/docs/content/docs/agent-sdk/callbacks/agent-lifecycle.mdx
+++ b/docs/content/docs/agent-sdk/callbacks/agent-lifecycle.mdx
@@ -42,11 +42,4 @@ Called when responses are received from agent loop.
- `on_screenshot(screenshot, name)` - When screenshots are taken
### 10. `on_run_end(kwargs, old_items, new_items)`
-Called when agent run completes. Finalize tracking, save trajectories.
-
-## Built-in Callbacks
-
-- **ImageRetentionCallback**: Limits recent images in context
-- **BudgetManagerCallback**: Stops execution when budget exceeded
-- **TrajectorySaverCallback**: Saves conversation trajectories
-- **LoggingCallback**: Logs agent activities
+Called when agent run completes. Finalize tracking, save trajectories.
\ No newline at end of file
diff --git a/docs/content/docs/agent-sdk/callbacks/cost-saving.mdx b/docs/content/docs/agent-sdk/callbacks/cost-saving.mdx
index 9a543dc1..0787b1f6 100644
--- a/docs/content/docs/agent-sdk/callbacks/cost-saving.mdx
+++ b/docs/content/docs/agent-sdk/callbacks/cost-saving.mdx
@@ -28,19 +28,23 @@ agent = ComputerAgent(
## Budget Manager Shorthand
```python
+# Simple budget limit
agent = ComputerAgent(
model="anthropic/claude-3-5-sonnet-20241022",
- tools=[computer],
- max_trajectory_budget=5.0 # Auto-adds BudgetManagerCallback
+ max_trajectory_budget=5.0 # $5 limit
)
```
**Or with options:**
```python
+# Advanced budget configuration
agent = ComputerAgent(
model="anthropic/claude-3-5-sonnet-20241022",
- tools=[computer],
- max_trajectory_budget={"max_budget": 5.0, "raise_error": True}
+ max_trajectory_budget={
+ "max_budget": 10.0,
+ "raise_error": True, # Raise error when exceeded
+ "reset_after_each_run": False # Persistent across runs
+ }
)
```
diff --git a/docs/content/docs/agent-sdk/callbacks/index.mdx b/docs/content/docs/agent-sdk/callbacks/index.mdx
new file mode 100644
index 00000000..590c236a
--- /dev/null
+++ b/docs/content/docs/agent-sdk/callbacks/index.mdx
@@ -0,0 +1,64 @@
+---
+title: Callbacks
+---
+
+Callbacks in the Agent SDK provide hooks into the agent's lifecycle, allowing for custom functionality to be executed at various stages of an agent's run. They enable extensibility by allowing developers to integrate their own logic for tasks such as logging, cost management, and data anonymization.
+
+## Usage
+
+You can add preprocessing and postprocessing hooks using callbacks, or write your own by subclassing `AsyncCallbackHandler`.
+
+### Built-in Callbacks
+
+Built-in callbacks can be used as follows:
+
+```python
+from agent.callbacks import (
+ ImageRetentionCallback,
+ TrajectorySaverCallback,
+ BudgetManagerCallback,
+ LoggingCallback
+)
+
+agent = ComputerAgent(
+ model="anthropic/claude-3-5-sonnet-20241022",
+ tools=[computer],
+ callbacks=[
+ ImageRetentionCallback(only_n_most_recent_images=3),
+ TrajectorySaverCallback(trajectory_dir="trajectories"),
+ BudgetManagerCallback(max_budget=10.0, raise_error=True),
+ LoggingCallback(level=logging.INFO)
+ ]
+)
+```
+
+The following built-in callbacks are available:
+
+- [BudgetManagerCallback](callbacks/cost-saving): Stops execution when budget exceeded
+- [LoggingCallback](callbacks/trajectories): Logs agent activities
+- **ImageRetentionCallback**: Limits recent images in context
+- **TrajectorySaverCallback**: Saves conversation trajectories
+- [PII Anonymization](callbacks/pii-anonymization)
+
+### Custom Callbacks
+
+Create custom callbacks using knowlege of the callback lifecycle as described in [Agent Lifecycle](callbacks/agent-lifecycle).
+
+```python
+from agent.callbacks.base import AsyncCallbackHandler
+
+class CustomCallback(AsyncCallbackHandler):
+ async def on_llm_start(self, messages):
+ """Preprocess messages before LLM call"""
+ # Add custom preprocessing logic
+ return messages
+
+ async def on_llm_end(self, messages):
+ """Postprocess messages after LLM call"""
+ # Add custom postprocessing logic
+ return messages
+
+ async def on_usage(self, usage):
+ """Track usage information"""
+ print(f"Tokens used: {usage.total_tokens}")
+```
diff --git a/docs/content/docs/agent-sdk/callbacks/trajectories.mdx b/docs/content/docs/agent-sdk/callbacks/trajectories.mdx
index 8799c5eb..8118f217 100644
--- a/docs/content/docs/agent-sdk/callbacks/trajectories.mdx
+++ b/docs/content/docs/agent-sdk/callbacks/trajectories.mdx
@@ -29,8 +29,8 @@ agent = ComputerAgent(
```python
agent = ComputerAgent(
model="anthropic/claude-3-5-sonnet-20241022",
- tools=[computer],
- trajectory_dir="trajectories" # Auto-adds TrajectorySaverCallback
+ trajectory_dir="trajectories", # Auto-save trajectories
+ tools=[computer]
)
```
@@ -46,6 +46,12 @@ The viewer provides:
## Trajectory Structure
+Trajectories are saved with:
+- Complete conversation history
+- Usage statistics and costs
+- Timestamps and metadata
+- Screenshots and computer actions
+
Each trajectory contains:
- **metadata.json**: Run info, timestamps, usage stats (`total_tokens`, `response_cost`)
- **turn_000/**: Turn-by-turn conversation history (api calls, responses, computer calls, screenshots)
diff --git a/docs/content/docs/agent-sdk/sandboxed-tools.mdx b/docs/content/docs/agent-sdk/custom-tools.mdx
similarity index 65%
rename from docs/content/docs/agent-sdk/sandboxed-tools.mdx
rename to docs/content/docs/agent-sdk/custom-tools.mdx
index 8fafce7a..00847cf6 100644
--- a/docs/content/docs/agent-sdk/sandboxed-tools.mdx
+++ b/docs/content/docs/agent-sdk/custom-tools.mdx
@@ -1,11 +1,29 @@
---
-title: Sandboxed Tools
-slug: sandboxed-tools
+title: Custom Tools
+slug: custom-tools
---
The Agent SDK supports defining custom Python tools that run securely in sandboxed environments on remote Cua Computers. This enables safe execution of user-defined functions, isolation of dependencies, and robust automation workflows.
-## Example: Defining a Sandboxed Tool
+## Custom Tools
+
+Define a custom tool for an agent:
+
+```python
+def calculate(a: int, b: int) -> int:
+ """Calculate the sum of two integers"""
+ return a + b
+
+# Use with agent
+agent = ComputerAgent(
+ model="anthropic/claude-3-5-sonnet-20241022",
+ tools=[computer, calculate]
+)
+```
+
+## Sandboxed Tools
+
+Define a sandboxed tool:
```python
from computer.helpers import sandboxed
diff --git a/docs/content/docs/agent-sdk/integrations/hud.mdx b/docs/content/docs/agent-sdk/integrations/hud.mdx
index b517121e..3ad35878 100644
--- a/docs/content/docs/agent-sdk/integrations/hud.mdx
+++ b/docs/content/docs/agent-sdk/integrations/hud.mdx
@@ -3,47 +3,131 @@ title: HUD Evals
description: Use ComputerAgent with HUD for benchmarking and evaluation
---
-The HUD integration allows you to use ComputerAgent with the [HUD benchmarking framework](https://www.hud.so/), providing the same interface as existing HUD agents while leveraging ComputerAgent's capabilities.
+The HUD integration allows an agent to be benchmarked using the [HUD framework](https://www.hud.so/). Through the HUD integration, the agent controls a computer inside HUD, where tests are run to evaluate the success of each task.
## Installation
+First, install the required package:
+
```bash
pip install "cua-agent[hud]"
## or install hud-python directly
-# pip install hud-python==0.2.10
+# pip install hud-python==0.4.12
```
-## Usage
+## Environment Variables
+
+Before running any evaluations, youβll need to set up your environment variables for HUD and your model providers:
+
+```bash
+# HUD access
+export HUD_API_KEY="your_hud_api_key"
+
+# Model provider keys (at least one required)
+export OPENAI_API_KEY="your_openai_key"
+export ANTHROPIC_API_KEY="your_anthropic_key"
+```
+
+## Running a Single Task
+
+You can run a single task from a HUD dataset for quick verification.
+
+### Example
```python
-from agent.integrations.hud import run_job
-from hud import load_taskset
-from hud.taskset import TaskSet
-import logging
+from agent.integrations.hud import run_single_task
-# Load taskset
-taskset = await load_taskset("OSWorld-Verified")
-taskset = TaskSet(tasks=taskset[:10]) # limit to 10 tasks instead of all 370
-
-# Run benchmark job
-job = await run_job(
- model="openai/computer-use-preview",
- # model="anthropic/claude-3-5-sonnet-20241022",
- # model="huggingface-local/HelloKKMe/GTA1-7B+openai/gpt-5",
- task_or_taskset=taskset,
- job_name="test-computeragent-job",
- max_concurrent_tasks=5,
- # add any extra ComputerAgent kwargs:
- verbosity=logging.INFO, # Enable logging
- # trajectory_dir=".." # Save trajectories locally
+await run_single_task(
+ dataset="hud-evals/OSWorld-Verified-XLang", # or another HUD dataset
+ model="openai/computer-use-preview+openai/gpt-5-nano", # any supported model string
+ task_id=155, # e.g., reopen last closed tab
)
-
-# Get results OR view them at app.hud.so
-print(await job.get_analytics())
-print(f"View results at: https://app.hud.so/jobs/{job.id}")
```
-**Available Benchmarks:**
-1. [OSWorld-Verified](/agent-sdk/benchmarks/osworld-verified) - Benchmark on OSWorld tasks
+### Parameters
-See the [HUD docs](https://docs.hud.so/environment-creation) for more eval environments.
\ No newline at end of file
+- `task_id` (`int`): Default: `0`
+ Index of the task to run from the dataset.
+
+## Running a Full Dataset
+
+To benchmark your agent at scale, you can run an entire dataset (or a subset) in parallel.
+
+### Example
+
+```python
+from agent.integrations.hud import run_full_dataset
+
+results = await run_full_dataset(
+ dataset="hud-evals/OSWorld-Verified-XLang", # can also pass a Dataset or list[dict]
+ model="openai/computer-use-preview",
+ split="train[:3]", # try a few tasks to start
+ max_concurrent=20, # tune to your infra
+ max_steps=50 # safety cap per task
+)
+```
+
+### Parameters
+
+- `job_name` (`str` | `None`):
+ Optional human-readable name for the evaluation job (shows up in HUD UI).
+- `max_concurrent` (`int`): Default: `30`
+ Number of tasks to run in parallel. Scale this based on your infra.
+- `max_steps` (`int`): Default: `50`
+ Safety cap on steps per task to prevent infinite loops.
+- `split` (`str`): Default: `"train"`
+ Dataset split or subset (e.g., `"train[:10]"`).
+
+## Additional Parameters
+
+Both single-task and full-dataset runs share a common set of configuration options. These let you fine-tune how the evaluation runs.
+
+- `dataset` (`str` | `Dataset` | `list[dict]`): **Required**
+ HUD dataset name (e.g. `"hud-evals/OSWorld-Verified-XLang"`), a loaded `Dataset`, or a list of tasks.
+- `model` (`str`): Default: `"computer-use-preview"`
+ Model string, e.g. `"openai/computer-use-preview+openai/gpt-5-nano"`. Supports composition with `+` (planning + grounding).
+- `allowed_tools` (`list[str]`): Default: `["openai_computer"]`
+ Restrict which tools the agent may use.
+- `tools` (`list[Any]`):
+ Extra tool configs to inject.
+- `custom_loop` (`Callable`):
+ Optional custom agent loop function. If provided, overrides automatic loop selection.
+- `only_n_most_recent_images` (`int`): Default: `5` for full dataset, `None` for single task.
+ Retain only the last N screenshots in memory.
+- `callbacks` (`list[Any]`):
+ Hook functions for logging, telemetry, or side effects.
+- `verbosity` (`int`):
+ Logging level. Set `2` for debugging every call/action.
+- `trajectory_dir` (`str` | `dict`):
+ Save local copies of trajectories for replay/analysis.
+- `max_retries` (`int`): Default: `3`
+ Number of retries for failed model/tool calls.
+- `screenshot_delay` (`float` | `int`): Default: `0.5`
+ Delay (seconds) between screenshots to avoid race conditions.
+- `use_prompt_caching` (`bool`): Default: `False`
+ Cache repeated prompts to reduce API calls.
+- `max_trajectory_budget` (`float` | `dict`):
+ Limit on trajectory size/budget (e.g., tokens, steps).
+- `telemetry_enabled` (`bool`): Default: `True`
+ Whether to send telemetry/traces to HUD.
+- `**kwargs` (`any`):
+ Any additional keyword arguments are passed through to the agent loop or model provider.
+
+## Available Benchmarks
+
+HUD provides multiple benchmark datasets for realistic evaluation.
+
+1. **[OSWorld-Verified](/agent-sdk/benchmarks/osworld-verified)** β Benchmark on 369+ real-world desktop tasks across Chrome, LibreOffice, GIMP, VS Code, etc.
+ *Best for*: evaluating full computer-use agents in realistic environments.
+ *Verified variant*: fixes 300+ issues from earlier versions for reliability.
+
+**Coming soon:** SheetBench (spreadsheet automation) and other specialized HUD datasets.
+
+See the [HUD docs](https://docs.hud.so/environment-creation) for more eval environments.
+
+## Tips
+
+* **Debugging:** set `verbosity=2` to see every model call and tool action.
+* **Performance:** lower `screenshot_delay` for faster runs; raise it if you see race conditions.
+* **Safety:** always set `max_steps` (defaults to 50) to prevent runaway loops.
+* **Custom tools:** pass extra `tools=[...]` into the agent config if you need beyond `openai_computer`.
\ No newline at end of file
diff --git a/docs/content/docs/agent-sdk/meta.json b/docs/content/docs/agent-sdk/meta.json
index 5db33148..07bf7199 100644
--- a/docs/content/docs/agent-sdk/meta.json
+++ b/docs/content/docs/agent-sdk/meta.json
@@ -4,11 +4,11 @@
"pages": [
"agent-loops",
"supported-agents",
+ "supported-model-providers",
"chat-history",
"callbacks",
- "sandboxed-tools",
+ "custom-tools",
"custom-computer-handlers",
- "local-models",
"prompt-caching",
"usage-tracking",
"benchmarks",
diff --git a/docs/content/docs/agent-sdk/prompt-caching.mdx b/docs/content/docs/agent-sdk/prompt-caching.mdx
index 5049b4bb..721895c5 100644
--- a/docs/content/docs/agent-sdk/prompt-caching.mdx
+++ b/docs/content/docs/agent-sdk/prompt-caching.mdx
@@ -25,7 +25,9 @@ agent = ComputerAgent(
When using Anthropic-based CUAs (Claude models), setting `use_prompt_caching=True` will automatically add `{ "cache_control": "ephemeral" }` to your messages. This enables prompt caching for the session and can speed up repeated runs with the same prompt.
-> **Note:** This argument is only required for Anthropic CUAs. For other providers, it is ignored.
+
+This argument is only required for Anthropic CUAs. For other providers, it is ignored.
+
## OpenAI Provider
diff --git a/docs/content/docs/agent-sdk/supported-agents/human-in-the-loop.mdx b/docs/content/docs/agent-sdk/supported-agents/human-in-the-loop.mdx
index 8d084d7e..f1574891 100644
--- a/docs/content/docs/agent-sdk/supported-agents/human-in-the-loop.mdx
+++ b/docs/content/docs/agent-sdk/supported-agents/human-in-the-loop.mdx
@@ -62,5 +62,3 @@ The human-in-the-loop interface provides:
- **Testing**: Validate agent, tool, and environment behavior manually
---
-
-For more details on the human tool implementation, see the [Human Tool Documentation](../../tools/human-tool).
diff --git a/docs/content/docs/agent-sdk/supported-model-providers/index.mdx b/docs/content/docs/agent-sdk/supported-model-providers/index.mdx
new file mode 100644
index 00000000..68e372b1
--- /dev/null
+++ b/docs/content/docs/agent-sdk/supported-model-providers/index.mdx
@@ -0,0 +1,32 @@
+---
+title: Supported Model Providers
+---
+
+## Supported Models
+
+### Anthropic Claude (Computer Use API)
+```python
+model="anthropic/claude-3-5-sonnet-20241022"
+model="anthropic/claude-3-7-sonnet-20250219"
+model="anthropic/claude-opus-4-20250514"
+model="anthropic/claude-sonnet-4-20250514"
+```
+
+### OpenAI Computer Use Preview
+```python
+model="openai/computer-use-preview"
+```
+
+### UI-TARS (Local or Huggingface Inference)
+```python
+model="huggingface-local/ByteDance-Seed/UI-TARS-1.5-7B"
+model="ollama_chat/0000/ui-tars-1.5-7b"
+```
+
+### Omniparser + Any LLM
+```python
+model="omniparser+ollama_chat/mistral-small3.2"
+model="omniparser+vertex_ai/gemini-pro"
+model="omniparser+anthropic/claude-3-5-sonnet-20241022"
+model="omniparser+openai/gpt-4o"
+```
\ No newline at end of file
diff --git a/docs/content/docs/agent-sdk/local-models.mdx b/docs/content/docs/agent-sdk/supported-model-providers/local-models.mdx
similarity index 100%
rename from docs/content/docs/agent-sdk/local-models.mdx
rename to docs/content/docs/agent-sdk/supported-model-providers/local-models.mdx
diff --git a/docs/content/docs/agent-sdk/usage-tracking.mdx b/docs/content/docs/agent-sdk/usage-tracking.mdx
index 54bbcaae..2709d738 100644
--- a/docs/content/docs/agent-sdk/usage-tracking.mdx
+++ b/docs/content/docs/agent-sdk/usage-tracking.mdx
@@ -56,7 +56,7 @@ agent = ComputerAgent(
)
```
-See also: [Budget Manager Callbacks](./callbacks#cost-saving)
+See also: [Budget Manager Callbacks](./callbacks/cost-saving)
## See Also
- [Prompt Caching](./prompt-caching)
diff --git a/docs/content/docs/computer-sdk/commands.mdx b/docs/content/docs/computer-sdk/commands.mdx
index 30657471..d8e80493 100644
--- a/docs/content/docs/computer-sdk/commands.mdx
+++ b/docs/content/docs/computer-sdk/commands.mdx
@@ -202,17 +202,17 @@ Direct file and directory manipulation:
```typescript
- // File existence checks
+ # File existence checks
await computer.interface.fileExists(path); // Check if file exists
await computer.interface.directoryExists(path); // Check if directory exists
- // File content operations
+ # File content operations
await computer.interface.readText(path, "utf-8"); // Read file content
await computer.interface.writeText(path, content, "utf-8"); // Write file content
await computer.interface.readBytes(path); // Read file content as bytes
await computer.interface.writeBytes(path, content); // Write file content as bytes
- // File and directory management
+ # File and directory management
await computer.interface.deleteFile(path); // Delete file
await computer.interface.createDir(path); // Create directory
await computer.interface.deleteDir(path); // Delete directory
@@ -243,3 +243,38 @@ Access system accessibility information:
```
+
+## Delay Configuration
+
+Control timing between actions:
+
+
+
+ ```python
+ # Set default delay between all actions (in seconds)
+ computer.interface.delay = 0.5 # 500ms delay between actions
+
+ # Or specify delay for individual actions
+ await computer.interface.left_click(x, y, delay=1.0) # 1 second delay after click
+ await computer.interface.type_text("Hello", delay=0.2) # 200ms delay after typing
+ await computer.interface.press_key("enter", delay=0.5) # 500ms delay after key press
+ ```
+
+
+
+
+## Python Virtual Environment Operations
+
+Manage Python environments:
+
+
+
+ ```python
+ # Virtual environment management
+ await computer.venv_install("demo_venv", ["requests", "macos-pyxa"]) # Install packages in a virtual environment
+ await computer.venv_cmd("demo_venv", "python -c 'import requests; print(requests.get(`https://httpbin.org/ip`).json())'') # Run a shell command in a virtual environment
+ await computer.venv_exec("demo_venv", python_function_or_code, *args, **kwargs) # Run a Python function in a virtual environment and return the result / raise an exception
+ ```
+
+
+
\ No newline at end of file
diff --git a/docs/content/docs/computer-sdk/computer-ui.mdx b/docs/content/docs/computer-sdk/computer-ui.mdx
new file mode 100644
index 00000000..22b131c0
--- /dev/null
+++ b/docs/content/docs/computer-sdk/computer-ui.mdx
@@ -0,0 +1,80 @@
+---
+title: Computer UI
+---
+
+The computer module includes a Gradio UI for creating and sharing demonstration data. We make it easy for people to build community datasets for better computer use models with an upload to Huggingface feature.
+
+```bash
+# Install with UI support
+pip install "cua-computer[ui]"
+```
+
+
+For precise control of the computer, we recommend using VNC or Screen Sharing instead of the Computer Gradio UI.
+
+
+### Building and Sharing Demonstrations with Huggingface
+
+Follow these steps to contribute your own demonstrations:
+
+#### 1. Set up Huggingface Access
+
+Set your HF_TOKEN in a .env file or in your environment variables:
+
+```bash
+# In .env file
+HF_TOKEN=your_huggingface_token
+```
+
+#### 2. Launch the Computer UI
+
+```python
+# launch_ui.py
+from computer.ui.gradio.app import create_gradio_ui
+from dotenv import load_dotenv
+load_dotenv('.env')
+
+app = create_gradio_ui()
+app.launch(share=False)
+```
+
+For examples, see [Computer UI Examples](https://github.com/trycua/cua/tree/main/examples/computer_ui_examples.py)
+
+#### 3. Record Your Tasks
+
+
+View demonstration video
+
+
+
+Record yourself performing various computer tasks using the UI.
+
+#### 4. Save Your Demonstrations
+
+
+View demonstration video
+
+
+
+Save each task by picking a descriptive name and adding relevant tags (e.g., "office", "web-browsing", "coding").
+
+#### 5. Record Additional Demonstrations
+
+Repeat steps 3 and 4 until you have a good amount of demonstrations covering different tasks and scenarios.
+
+#### 6. Upload to Huggingface
+
+
+View demonstration video
+
+
+
+Upload your dataset to Huggingface by:
+- Naming it as `{your_username}/{dataset_name}`
+- Choosing public or private visibility
+- Optionally selecting specific tags to upload only tasks with certain tags
+
+#### Examples and Resources
+
+- Example Dataset: [ddupont/test-dataset](https://huggingface.co/datasets/ddupont/test-dataset)
+- Find Community Datasets: π [Browse CUA Datasets on Huggingface](https://huggingface.co/datasets?other=cua)
\ No newline at end of file
diff --git a/docs/content/docs/computer-sdk/computers.mdx b/docs/content/docs/computer-sdk/computers.mdx
index d2b2a3a1..9b920aee 100644
--- a/docs/content/docs/computer-sdk/computers.mdx
+++ b/docs/content/docs/computer-sdk/computers.mdx
@@ -109,7 +109,7 @@ cua provides local containers using different providers depending on your host o
```bash
# Option 1: Pull from Docker Hub
- docker pull trycua/cua-ubuntu:latest
+ docker pull --platform=linux/amd64 trycua/cua-ubuntu:latest
# Option 2: Build locally
cd libs/kasm
diff --git a/docs/content/docs/computer-sdk/meta.json b/docs/content/docs/computer-sdk/meta.json
index f632538b..92e14612 100644
--- a/docs/content/docs/computer-sdk/meta.json
+++ b/docs/content/docs/computer-sdk/meta.json
@@ -4,6 +4,7 @@
"pages": [
"computers",
"commands",
+ "computer-ui",
"sandboxed-python"
]
}
diff --git a/docs/content/docs/computer-sdk/sandboxed-python.mdx b/docs/content/docs/computer-sdk/sandboxed-python.mdx
index 1e7f6b78..5f1687bf 100644
--- a/docs/content/docs/computer-sdk/sandboxed-python.mdx
+++ b/docs/content/docs/computer-sdk/sandboxed-python.mdx
@@ -44,6 +44,32 @@ You can also install packages in the virtual environment using the `venv_install
await my_computer.venv_install("myenv", ["requests"])
```
+## Example: Interacting with macOS Applications
+
+You can use sandboxed functions to interact with macOS applications on a local Cua Computer (requires `os_type="darwin"`). This is particularly useful for automation tasks that involve GUI applications.
+
+```python
+# Example: Use sandboxed functions to execute code in a Cua Container
+from computer.helpers import sandboxed
+
+await computer.venv_install("demo_venv", ["macos-pyxa"]) # Install packages in a virtual environment
+
+@sandboxed("demo_venv")
+def greet_and_print(name):
+ """Get the HTML of the current Safari tab"""
+ import PyXA
+ safari = PyXA.Application("Safari")
+ html = safari.current_document.source()
+ print(f"Hello from inside the container, {name}!")
+ return {"greeted": name, "safari_html": html}
+
+# When a @sandboxed function is called, it will execute in the container
+result = await greet_and_print("Cua")
+# Result: {"greeted": "Cua", "safari_html": "..."}
+# stdout and stderr are also captured and printed / raised
+print("Result from sandboxed function:", result)
+```
+
## Error Handling
If the remote execution fails, the decorator will retry up to `max_retries` times. If all attempts fail, the last exception is raised locally.
diff --git a/docs/content/docs/libraries/agent/index.mdx b/docs/content/docs/libraries/agent/index.mdx
index f0e1ab77..6772d5c8 100644
--- a/docs/content/docs/libraries/agent/index.mdx
+++ b/docs/content/docs/libraries/agent/index.mdx
@@ -8,109 +8,14 @@ github:
The Agent library provides the ComputerAgent class and tools for building AI agents that automate workflows on Cua Computers.
-## Reference
+## Agent Loops
-### Basic Usage
+See the [Agent Loops](../agent-sdk/agent-loops) documentation for how agents process information and take actions.
-```python
-from agent import ComputerAgent
-from computer import Computer
+## Chat History
-computer = Computer() # Connect to a cua container
-agent = ComputerAgent(
- model="anthropic/claude-3-5-sonnet-20241022",
- tools=[computer]
-)
+See the [Chat History](../agent-sdk/chat-history) documentation for managing conversational context and turn-by-turn interactions.
-prompt = "open github, navigate to trycua/cua"
+## Callbacks
-async for result in agent.run(prompt):
- print("Agent:", result["output"][-1]["content"][0]["text"])
-```
-
----
-
-### ComputerAgent Constructor Options
-
-The `ComputerAgent` constructor provides a wide range of options for customizing agent behavior, tool integration, callbacks, resource management, and more.
-
-| Parameter | Type | Default | Description |
-| --------------------------- | ----------------- | ------------ | ---------------------------------------------------------------------------------------------------- |
-| `model` | `str` | **required** | Model name (e.g., "claude-3-5-sonnet-20241022", "computer-use-preview", "omni+vertex_ai/gemini-pro") |
-| `tools` | `List[Any]` | `None` | List of tools (e.g., computer objects, decorated functions) |
-| `custom_loop` | `Callable` | `None` | Custom agent loop function (overrides auto-selection) |
-| `only_n_most_recent_images` | `int` | `None` | If set, only keep the N most recent images in message history (adds ImageRetentionCallback) |
-| `callbacks` | `List[Any]` | `None` | List of AsyncCallbackHandler instances for preprocessing/postprocessing |
-| `verbosity` | `int` | `None` | Logging level (`logging.DEBUG`, `logging.INFO`, etc.; adds LoggingCallback) |
-| `trajectory_dir` | `str` | `None` | Directory to save trajectory data (adds TrajectorySaverCallback) |
-| `max_retries` | `int` | `3` | Maximum number of retries for failed API calls |
-| `screenshot_delay` | `float` \| `int` | `0.5` | Delay before screenshots (seconds) |
-| `use_prompt_caching` | `bool` | `False` | Use prompt caching to avoid reprocessing the same prompt (mainly for Anthropic) |
-| `max_trajectory_budget` | `float` \| `dict` | `None` | If set, adds BudgetManagerCallback to track usage costs and stop when budget is exceeded |
-| `**kwargs` | _any_ | | Additional arguments passed to the agent loop |
-
-#### Parameter Details
-
-- **model**: The LLM or agent model to use. Determines which agent loop is selected unless `custom_loop` is provided.
-- **tools**: List of tools the agent can use (e.g., `Computer`, sandboxed Python functions, etc.).
-- **custom_loop**: Optional custom agent loop function. If provided, overrides automatic loop selection.
-- **only_n_most_recent_images**: If set, only the N most recent images are kept in the message history. Useful for limiting memory usage. Automatically adds `ImageRetentionCallback`.
-- **callbacks**: List of callback instances for advanced preprocessing, postprocessing, logging, or custom hooks. See [Callbacks & Extensibility](#callbacks--extensibility).
-- **verbosity**: Logging level (e.g., `logging.INFO`). If set, adds a logging callback.
-- **trajectory_dir**: Directory path to save full trajectory data, including screenshots and responses. Adds `TrajectorySaverCallback`.
-- **max_retries**: Maximum number of retries for failed API calls (default: 3).
-- **screenshot_delay**: Delay (in seconds) before taking screenshots (default: 0.5).
-- **use_prompt_caching**: Enables prompt caching for repeated prompts (mainly for Anthropic models).
-- **max_trajectory_budget**: If set (float or dict), adds a budget manager callback that tracks usage costs and stops execution if the budget is exceeded. Dict allows advanced options (e.g., `{ "max_budget": 5.0, "raise_error": True }`).
-- **\*\*kwargs**: Any additional keyword arguments are passed through to the agent loop or model provider.
-
-**Example with advanced options:**
-
-```python
-from agent import ComputerAgent
-from computer import Computer
-from agent.callbacks import ImageRetentionCallback
-
-agent = ComputerAgent(
- model="anthropic/claude-3-5-sonnet-20241022",
- tools=[Computer(...)],
- only_n_most_recent_images=3,
- callbacks=[ImageRetentionCallback(only_n_most_recent_images=3)],
- verbosity=logging.INFO,
- trajectory_dir="trajectories",
- max_retries=5,
- screenshot_delay=1.0,
- use_prompt_caching=True,
- max_trajectory_budget={"max_budget": 5.0, "raise_error": True}
-)
-```
-
----
-
-### Message Array (Multi-turn)
-
-```python
-messages = [
- {"role": "user", "content": "go to trycua on gh"},
- # ... (reasoning, computer_call, computer_call_output, etc)
-]
-async for result in agent.run(messages):
- # Handle output, tool invocations, screenshots, etc.
- print("Agent:", result["output"][-1]["content"][0]["text"])
- messages += result["output"] # Add agent output to message array
- ...
-```
-
-### Callbacks & Extensibility
-
-You can add preprocessing and postprocessing hooks using callbacks, or write your own by subclassing `AsyncCallbackHandler`:
-
-```python
-from agent.callbacks import ImageRetentionCallback, PIIAnonymizationCallback
-
-agent = ComputerAgent(
- model="anthropic/claude-3-5-sonnet-20241022",
- tools=[computer],
- callbacks=[ImageRetentionCallback(only_n_most_recent_images=3)]
-)
-```
+See the [Callbacks](../agent-sdk/callbacks) documentation for extending and customizing agent behavior with custom hooks.
diff --git a/docs/content/docs/libraries/computer/index.mdx b/docs/content/docs/libraries/computer/index.mdx
index 4ac698d6..6638f878 100644
--- a/docs/content/docs/libraries/computer/index.mdx
+++ b/docs/content/docs/libraries/computer/index.mdx
@@ -8,202 +8,16 @@ github:
- https://github.com/trycua/cua/tree/main/libs/typescript/computer
---
-The Computer library provides a Computer class that can be used to control and automate a container running the Computer Server.
+The Computer library provides a Computer class for controlling and automating containers running the Computer Server.
-## Reference
+## Connecting to Computers
-### Basic Usage
+See the [Cua Computers](../computer-sdk/computers) documentation for how to connect to different computer types (cloud, local, or host desktop).
-Connect to a cua cloud container:
+## Computer Commands
-
-
- ```python
- from computer import Computer
+See the [Commands](../computer-sdk/commands) documentation for all supported commands and interface methods (Shell, Mouse, Keyboard, File System, etc.).
- computer = Computer(
- os_type="linux",
- provider_type="cloud",
- name="your-container-name",
- api_key="your-api-key"
- )
+## Sandboxed Python Functions
- computer = await computer.run() # Connect to a cua cloud container
- ```
-
-
-
- ```typescript
- import { Computer, OSType } from '@trycua/computer';
-
- const computer = new Computer({
- osType: OSType.LINUX,
- name: "your-container-name",
- apiKey: "your-api-key"
- });
-
- await computer.run(); // Connect to a cua cloud container
- ```
-
-
-
-
-Connect to a cua local container:
-
-
-
- ```python
- from computer import Computer
-
- computer = Computer(
- os_type="macos"
- )
-
- computer = await computer.run() # Connect to the container
- ```
-
-
-
-
-### Interface Actions
-
-
-
- ```python
- # Shell Actions
- result = await computer.interface.run_command(cmd) # Run shell command
- # result.stdout, result.stderr, result.returncode
-
- # Mouse Actions
- await computer.interface.left_click(x, y) # Left click at coordinates
- await computer.interface.right_click(x, y) # Right click at coordinates
- await computer.interface.double_click(x, y) # Double click at coordinates
- await computer.interface.move_cursor(x, y) # Move cursor to coordinates
- await computer.interface.drag_to(x, y, duration) # Drag to coordinates
- await computer.interface.get_cursor_position() # Get current cursor position
- await computer.interface.mouse_down(x, y, button="left") # Press and hold a mouse button
- await computer.interface.mouse_up(x, y, button="left") # Release a mouse button
-
- # Keyboard Actions
- await computer.interface.type_text("Hello") # Type text
- await computer.interface.press_key("enter") # Press a single key
- await computer.interface.hotkey("command", "c") # Press key combination
- await computer.interface.key_down("command") # Press and hold a key
- await computer.interface.key_up("command") # Release a key
-
- # Scrolling Actions
- await computer.interface.scroll(x, y) # Scroll the mouse wheel
- await computer.interface.scroll_down(clicks) # Scroll down
- await computer.interface.scroll_up(clicks) # Scroll up
-
- # Screen Actions
- await computer.interface.screenshot() # Take a screenshot
- await computer.interface.get_screen_size() # Get screen dimensions
-
- # Clipboard Actions
- await computer.interface.set_clipboard(text) # Set clipboard content
- await computer.interface.copy_to_clipboard() # Get clipboard content
-
- # File System Operations
- await computer.interface.file_exists(path) # Check if file exists
- await computer.interface.directory_exists(path) # Check if directory exists
- await computer.interface.read_text(path, encoding="utf-8") # Read file content
- await computer.interface.write_text(path, content, encoding="utf-8") # Write file content
- await computer.interface.read_bytes(path) # Read file content as bytes
- await computer.interface.write_bytes(path, content) # Write file content as bytes
- await computer.interface.delete_file(path) # Delete file
- await computer.interface.create_dir(path) # Create directory
- await computer.interface.delete_dir(path) # Delete directory
- await computer.interface.list_dir(path) # List directory contents
-
- # Accessibility
- await computer.interface.get_accessibility_tree() # Get accessibility tree
-
- # Delay Configuration
- # Set default delay between all actions (in seconds)
- computer.interface.delay = 0.5 # 500ms delay between actions
-
- # Or specify delay for individual actions
- await computer.interface.left_click(x, y, delay=1.0) # 1 second delay after click
- await computer.interface.type_text("Hello", delay=0.2) # 200ms delay after typing
- await computer.interface.press_key("enter", delay=0.5) # 500ms delay after key press
-
- # Python Virtual Environment Operations
- await computer.venv_install("demo_venv", ["requests", "macos-pyxa"]) # Install packages in a virtual environment
- await computer.venv_cmd("demo_venv", "python -c 'import requests; print(requests.get(`https://httpbin.org/ip`).json())'') # Run a shell command in a virtual environment
- await computer.venv_exec("demo_venv", python_function_or_code, *args, **kwargs) # Run a Python function in a virtual environment and return the result / raise an exception
-
- # Example: Use sandboxed functions to execute code in a Cua Container
- from computer.helpers import sandboxed
-
- @sandboxed("demo_venv")
- def greet_and_print(name):
- """Get the HTML of the current Safari tab"""
- import PyXA
- safari = PyXA.Application("Safari")
- html = safari.current_document.source()
- print(f"Hello from inside the container, {name}!")
- return {"greeted": name, "safari_html": html}
-
- # When a @sandboxed function is called, it will execute in the container
- result = await greet_and_print("Cua")
- # Result: {"greeted": "Cua", "safari_html": "..."}
- # stdout and stderr are also captured and printed / raised
- print("Result from sandboxed function:", result)
- ```
-
-
-
- ```typescript
- // Shell Actions
- const result = await computer.interface.runCommand(cmd); // Run shell command
- // result.stdout, result.stderr, result.returncode
-
- // Mouse Actions
- await computer.interface.leftClick(x, y); // Left click at coordinates
- await computer.interface.rightClick(x, y); // Right click at coordinates
- await computer.interface.doubleClick(x, y); // Double click at coordinates
- await computer.interface.moveCursor(x, y); // Move cursor to coordinates
- await computer.interface.dragTo(x, y, duration); // Drag to coordinates
- await computer.interface.getCursorPosition(); // Get current cursor position
- await computer.interface.mouseDown(x, y, "left"); // Press and hold a mouse button
- await computer.interface.mouseUp(x, y, "left"); // Release a mouse button
-
- // Keyboard Actions
- await computer.interface.typeText("Hello"); // Type text
- await computer.interface.pressKey("enter"); // Press a single key
- await computer.interface.hotkey("command", "c"); // Press key combination
- await computer.interface.keyDown("command"); // Press and hold a key
- await computer.interface.keyUp("command"); // Release a key
-
- // Scrolling Actions
- await computer.interface.scroll(x, y); // Scroll the mouse wheel
- await computer.interface.scrollDown(clicks); // Scroll down
- await computer.interface.scrollUp(clicks); // Scroll up
-
- // Screen Actions
- await computer.interface.screenshot(); // Take a screenshot
- await computer.interface.getScreenSize(); // Get screen dimensions
-
- // Clipboard Actions
- await computer.interface.setClipboard(text); // Set clipboard content
- await computer.interface.copyToClipboard(); // Get clipboard content
-
- // File System Operations
- await computer.interface.fileExists(path); // Check if file exists
- await computer.interface.directoryExists(path); // Check if directory exists
- await computer.interface.readText(path, "utf-8"); // Read file content
- await computer.interface.writeText(path, content, "utf-8"); // Write file content
- await computer.interface.readBytes(path); // Read file content as bytes
- await computer.interface.writeBytes(path, content); // Write file content as bytes
- await computer.interface.deleteFile(path); // Delete file
- await computer.interface.createDir(path); // Create directory
- await computer.interface.deleteDir(path); // Delete directory
- await computer.interface.listDir(path); // List directory contents
-
- // Accessibility
- await computer.interface.getAccessibilityTree(); // Get accessibility tree
- ```
-
-
-
+See the [Sandboxed Python](../computer-sdk/sandboxed-python) documentation for running Python functions securely in isolated environments on a remote Cua Computer.
\ No newline at end of file
diff --git a/docs/content/docs/libraries/lume/cli-reference.mdx b/docs/content/docs/libraries/lume/cli-reference.mdx
index da8bdee1..5afcc7fe 100644
--- a/docs/content/docs/libraries/lume/cli-reference.mdx
+++ b/docs/content/docs/libraries/lume/cli-reference.mdx
@@ -3,46 +3,7 @@ title: Lume CLI Reference
description: Command Line Interface reference for Lume
---
-Lume is a lightweight Command Line Interface and local API server for creating, running and managing **macOS and Linux virtual machines** with near-native performance on Apple Silicon, using Apple's [Virtualization.Framework](https://developer.apple.com/documentation/virtualization).
-
-## Quick Start
-
-Install and run a prebuilt macOS VM in two commands:
-
-```bash
-# Install Lume
-/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/lume/scripts/install.sh)"
-# Pull & start a macOS image
-lume run macos-sequoia-vanilla:latest
-```
-
-> **Security Note**: All prebuilt images use the default password `lume`. Change this immediately after your first login using the `passwd` command.
-
-**System Requirements**:
-- Apple Silicon Mac (M1, M2, M3, etc.)
-- macOS 13.0 or later
-- At least 8GB of RAM (16GB recommended)
-- At least 50GB of free disk space
-
-## Install
-
-Install with a single command:
-
-```bash
-/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/lume/scripts/install.sh)"
-```
-
-By default, Lume is installed as a background service that starts automatically on login. If you prefer to start the Lume API service manually when needed, you can use the `--no-background-service` option:
-
-```bash
-/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/lume/scripts/install.sh) --no-background-service"
-```
-
-> **Note:** With this option, you'll need to manually start the Lume API service by running `lume serve` in your terminal whenever you need to use tools or libraries that rely on the Lume API (such as the Computer-Use Agent).
-
-You can also download the `lume.pkg.tar.gz` archive from the [latest release](https://github.com/trycua/cua/releases?q=lume&expanded=true), extract it, and install the package manually.
-
-## Using Lume
+import { Callout } from 'fumadocs-ui/components/callout';
Once installed, you can start using Lume with these common workflows:
@@ -56,7 +17,9 @@ lume run macos-sequoia-vanilla:latest
lume run ubuntu-noble-vanilla:latest
```
-> We provide [prebuilt VM images](#prebuilt-images) in our [ghcr registry](https://github.com/orgs/trycua/packages).
+
+We provide [prebuilt VM images](../lume/prebuilt-images) in our [ghcr registry](https://github.com/orgs/trycua/packages).
+
### Create a Custom VM
@@ -68,4 +31,179 @@ lume create my-macos-vm --cpu 4 --memory 8GB --disk-size 50GB
lume create my-linux-vm --os linux --cpu 2 --memory 4GB
```
-> **Disk Space**: The actual disk space used by sparse images will be much lower than the logical size listed. You can resize VM disks after creation using `lume set
--disk-size `.
+
+The actual disk space used by sparse images will be much lower than the logical size listed. You can resize VM disks after creation using `lume set --disk-size `.
+
+
+## VM Management
+
+ lume create <name>
+Create a new macOS or Linux virtual machine.
+
+**Options:**
+- `--os ` - Operating system to install (macOS or linux, default: macOS)
+- `--cpu ` - Number of CPU cores (default: 4)
+- `--memory ` - Memory size, e.g., 8GB (default: 4GB)
+- `--disk-size ` - Disk size, e.g., 50GB (default: 40GB)
+- `--display ` - Display resolution (default: 1024x768)
+- `--ipsw ` - Path to IPSW file or 'latest' for macOS VMs
+- `--storage ` - VM storage location to use
+
+**Examples:**
+```bash
+# Create macOS VM with custom specs
+lume create my-mac --cpu 6 --memory 16GB --disk-size 100GB
+
+# Create Linux VM
+lume create my-ubuntu --os linux --cpu 2 --memory 8GB
+
+# Create macOS VM with latest IPSW
+lume create my-sequoia --ipsw latest
+```
+
+ lume run <name>
+Start and run a virtual machine.
+
+**Options:**
+- `--no-display` - Do not start the VNC client app
+- `--shared-dir ` - Share directory with VM (format: path[:ro|rw])
+- `--mount ` - For Linux VMs only, attach a read-only disk image
+- `--registry ` - Container registry URL (default: ghcr.io)
+- `--organization ` - Organization to pull from (default: trycua)
+- `--vnc-port ` - Port to use for the VNC server (default: 0 for auto-assign)
+- `--recovery-mode ` - For macOS VMs only, start VM in recovery mode (default: false)
+- `--storage ` - VM storage location to use
+
+**Examples:**
+```bash
+# Run VM with shared directory
+lume run my-vm --shared-dir /path/to/share:rw
+
+# Run VM without display (headless)
+lume run my-vm --no-display
+
+# Run macOS VM in recovery mode
+lume run my-mac --recovery-mode true
+```
+
+ lume stop <name>
+Stop a running virtual machine.
+
+**Options:**
+- `--storage ` - VM storage location to use
+
+### lume delete <name>
+Delete a virtual machine and its associated files.
+
+**Options:**
+- `--force` - Force deletion without confirmation
+- `--storage ` - VM storage location to use
+
+### lume clone <name> <new-name>
+Create a copy of an existing virtual machine.
+
+**Options:**
+- `--source-storage ` - Source VM storage location
+- `--dest-storage ` - Destination VM storage location
+
+## VM Information and Configuration
+
+### lume ls
+List all virtual machines and their status.
+
+### lume get <name>
+Get detailed information about a specific virtual machine.
+
+**Options:**
+- `-f, --format ` - Output format (json|text)
+- `--storage ` - VM storage location to use
+
+### lume set <name>
+Modify virtual machine configuration.
+
+**Options:**
+- `--cpu ` - New number of CPU cores (e.g., 4)
+- `--memory ` - New memory size (e.g., 8192MB or 8GB)
+- `--disk-size ` - New disk size (e.g., 40960MB or 40GB)
+- `--display ` - New display resolution in format WIDTHxHEIGHT (e.g., 1024x768)
+- `--storage ` - VM storage location to use
+
+**Examples:**
+```bash
+# Increase VM memory
+lume set my-vm --memory 16GB
+
+# Change display resolution
+lume set my-vm --display 1920x1080
+
+# Add more CPU cores
+lume set my-vm --cpu 8
+```
+
+## Image Management
+
+### lume images
+List available macOS images in local cache.
+
+### lume pull <image>
+Download a VM image from a container registry.
+
+**Options:**
+- `--registry ` - Container registry URL (default: ghcr.io)
+- `--organization ` - Organization to pull from (default: trycua)
+- `--storage ` - VM storage location to use
+
+### lume push <name> <image:tag>
+Upload a VM image to a container registry.
+
+**Options:**
+- `--additional-tags ` - Additional tags to push the same image to
+- `--registry ` - Container registry URL (default: ghcr.io)
+- `--organization ` - Organization/user to push to (default: trycua)
+- `--storage ` - VM storage location to use
+- `--chunk-size-mb ` - Chunk size for disk image upload in MB (default: 512)
+- `--verbose` - Enable verbose logging
+- `--dry-run` - Prepare files and show plan without uploading
+- `--reassemble` - Verify integrity by reassembling chunks (requires --dry-run)
+
+### lume ipsw
+Get the latest macOS restore image URL.
+
+### lume prune
+Remove cached images to free up disk space.
+
+## Configuration
+
+### lume config
+Manage Lume configuration settings.
+
+**Subcommands:**
+
+##### Storage Management
+- `lume config storage add ` - Add a new VM storage location
+- `lume config storage remove ` - Remove a VM storage location
+- `lume config storage list` - List all VM storage locations
+- `lume config storage default ` - Set the default VM storage location
+
+##### Cache Management
+- `lume config cache get` - Get current cache directory
+- `lume config cache set ` - Set cache directory
+
+##### Image Caching
+- `lume config caching get` - Show current caching status
+- `lume config caching set ` - Enable or disable image caching
+
+## API Server
+
+### lume serve
+Start the Lume API server for programmatic access.
+
+**Options:**
+- `--port ` - Port to listen on (default: 7777)
+
+## Global Options
+
+These options are available for all commands:
+
+- `--help` - Show help information
+- `--version` - Show version number
\ No newline at end of file
diff --git a/libs/lume/docs/FAQ.md b/docs/content/docs/libraries/lume/faq.md
similarity index 99%
rename from libs/lume/docs/FAQ.md
rename to docs/content/docs/libraries/lume/faq.md
index 21d0d287..98d6b766 100644
--- a/libs/lume/docs/FAQ.md
+++ b/docs/content/docs/libraries/lume/faq.md
@@ -1,4 +1,6 @@
-# FAQs
+---
+title: FAQ
+---
### Where are the VMs stored?
diff --git a/docs/content/docs/libraries/lume/http-api.mdx b/docs/content/docs/libraries/lume/http-api.mdx
index 5191119c..04792f26 100644
--- a/docs/content/docs/libraries/lume/http-api.mdx
+++ b/docs/content/docs/libraries/lume/http-api.mdx
@@ -1,9 +1,10 @@
---
title: HTTP Server API
-description: Lume exposes a local HTTP API server that listens at localhost for programatic management of VMs.
+description: Lume exposes a local HTTP API server that listens at localhost for programmatic management of VMs.
---
import { Tabs, Tab } from 'fumadocs-ui/components/tabs';
+import { Callout } from 'fumadocs-ui/components/callout';
## Default URL
@@ -19,11 +20,13 @@ http://localhost:7777
## Endpoints
+---
+
### Create VM
Create a new virtual machine.
-`POST: /vms`
+`POST: /lume/vms`
#### Parameters
@@ -86,32 +89,34 @@ print(r.json())
```typescript
const payload = {
- name: "lume_vm",
- os: "macOS",
+ name: 'lume_vm',
+ os: 'macOS',
cpu: 2,
- memory: "4GB",
- diskSize: "64GB",
- display: "1024x768",
- ipsw: "latest",
- storage: "ssd"
-}
+ memory: '4GB',
+ diskSize: '64GB',
+ display: '1024x768',
+ ipsw: 'latest',
+ storage: 'ssd',
+};
const res = await fetch('http://localhost:7777/lume/vms', {
- methdo: 'POST'
- headers: { 'Content-Type': 'application/json' },
- body: JSON.stringify(payload),
+ method: 'POST',
+ headers: { 'Content-Type': 'application/json' },
+ body: JSON.stringify(payload),
});
-console.log(await res.json())
+console.log(await res.json());
```
+---
+
### Run VM
Run a virtual machine instance.
-`POST: /vms/:name/run`
+`POST: /lume/vms/:name/run`
#### Parameters
@@ -181,7 +186,7 @@ print(r.json())
```typescript
// Basic run
-const res = await fetch('http://localhost:7777/lume/vms/my-vm-name/run', {
+let res = await fetch('http://localhost:7777/lume/vms/my-vm-name/run', {
method: 'POST',
});
console.log(await res.json());
@@ -193,22 +198,24 @@ const payload = {
recoveryMode: false,
storage: 'ssd',
};
-const res2 = await fetch('http://localhost:7777/lume/vms/lume_vm/run', {
+res = await fetch('http://localhost:7777/lume/vms/lume_vm/run', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify(payload),
});
-console.log(await res2.json());
+console.log(await res.json());
```
+---
+
### List VMs
List all virtual machines.
-`GET: /vms`
+`GET: /lume/vms`
#### Example Request
@@ -263,11 +270,13 @@ console.log(await res.json());
]
```
+---
+
### Get VM Details
Get details for a specific virtual machine.
-`GET: /vms/:name`
+`GET: /lume/vms/:name`
#### Parameters
@@ -312,12 +321,12 @@ print(details.json())
```typescript
// Basic get
-const res = await fetch('http://localhost:7777/lume/vms/lume_vm');
+let res = await fetch('http://localhost:7777/lume/vms/lume_vm');
console.log(await res.json());
// Get with specific storage
-const res2 = await fetch('http://localhost:7777/lume/vms/lume_vm?storage=ssd');
-console.log(await res2.json());
+res = await fetch('http://localhost:7777/lume/vms/lume_vm?storage=ssd');
+console.log(await res.json());
```
@@ -344,11 +353,13 @@ console.log(await res2.json());
}
```
+---
+
### Update VM Configuration
Update the configuration of a virtual machine.
-`PUT: /vms/:name`
+`PATCH: /lume/vms/:name`
#### Parameters
@@ -368,7 +379,7 @@ Update the configuration of a virtual machine.
```bash
curl --connect-timeout 6000 \
--max-time 5000 \
- -X PUT \
+ -X PATCH \
-H "Content-Type: application/json" \
-d '{
"cpu": 4,
@@ -393,7 +404,7 @@ payload = {
"display": "1920x1080",
"storage": "ssd"
}
-r = requests.put("http://localhost:7777/lume/vms/lume_vm", json=payload, timeout=50)
+r = requests.patch("http://localhost:7777/lume/vms/lume_vm", json=payload, timeout=50)
print(r.json())
```
@@ -409,7 +420,7 @@ const payload = {
storage: 'ssd',
};
const res = await fetch('http://localhost:7777/lume/vms/lume_vm', {
- method: 'PUT',
+ method: 'PATCH',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify(payload),
});
@@ -419,11 +430,19 @@ console.log(await res.json());
+---
+
### Stop VM
Stop a running virtual machine.
-`POST: /vms/:name/stop`
+`POST: /lume/vms/:name/stop`
+
+#### Parameters
+
+| Name | Type | Required | Description |
+| ------- | ------ | -------- | -------------------------- |
+| storage | string | No | Storage type (`ssd`, etc.) |
#### Example Request
@@ -431,10 +450,17 @@ Stop a running virtual machine.
```bash
+# Basic stop
curl --connect-timeout 6000 \
--max-time 5000 \
-X POST \
http://localhost:7777/lume/vms/lume_vm/stop
+
+# Stop with storage location specified
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ -X POST \
+ http://localhost:7777/lume/vms/lume_vm/stop?storage=ssd
```
@@ -443,15 +469,27 @@ curl --connect-timeout 6000 \
```python
import requests
+# Basic stop
r = requests.post("http://localhost:7777/lume/vms/lume_vm/stop", timeout=50)
print(r.json())
+
+# Stop with storage location specified
+r = requests.post("http://localhost:7777/lume/vms/lume_vm/stop", params={"storage": "ssd"}, timeout=50)
+print(r.json())
```
```typescript
-const res = await fetch('http://localhost:7777/lume/vms/lume_vm/stop', {
+// Basic stop
+let res = await fetch('http://localhost:7777/lume/vms/lume_vm/stop', {
+ method: 'POST',
+});
+console.log(await res.json());
+
+// Stop with storage location specified
+res = await fetch('http://localhost:7777/lume/vms/lume_vm/stop?storage=ssd', {
method: 'POST',
});
console.log(await res.json());
@@ -460,11 +498,13 @@ console.log(await res.json());
+---
+
### Delete VM
Delete a virtual machine instance.
-`DELETE: /vms/:name`
+`DELETE: /lume/vms/:name`
#### Parameters
@@ -511,34 +551,110 @@ print(r.status_code)
```typescript
// Basic delete
-const res = await fetch('http://localhost:7777/lume/vms/lume_vm', {
+let res = await fetch('http://localhost:7777/lume/vms/lume_vm', {
method: 'DELETE',
});
console.log(res.status);
// Delete with specific storage
-const res2 = await fetch('http://localhost:7777/lume/vms/lume_vm?storage=ssd', {
+res = await fetch('http://localhost:7777/lume/vms/lume_vm?storage=ssd', {
method: 'DELETE',
});
-console.log(res2.status);
+console.log(res.status);
```
+---
+
+### Clone VM
+
+Clone an existing virtual machine.
+
+`POST: /lume/vms/clone`
+
+#### Parameters
+
+| Name | Type | Required | Description |
+| -------------- | ------ | -------- | ----------------------------------- |
+| name | string | Yes | Source VM name |
+| newName | string | Yes | New VM name |
+| sourceLocation | string | No | Source storage location (`default`) |
+| destLocation | string | No | Destination storage location |
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ -X POST \
+ -H "Content-Type: application/json" \
+ -d '{
+ "name": "source-vm",
+ "newName": "cloned-vm",
+ "sourceLocation": "default",
+ "destLocation": "ssd"
+ }' \
+ http://localhost:7777/lume/vms/clone
+```
+
+
+
+
+```python
+import requests
+
+payload = {
+ "name": "source-vm",
+ "newName": "cloned-vm",
+ "sourceLocation": "default",
+ "destLocation": "ssd"
+}
+r = requests.post("http://localhost:7777/lume/vms/clone", json=payload, timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const payload = {
+ name: 'source-vm',
+ newName: 'cloned-vm',
+ sourceLocation: 'default',
+ destLocation: 'ssd',
+};
+const res = await fetch('http://localhost:7777/lume/vms/clone', {
+ method: 'POST',
+ headers: { 'Content-Type': 'application/json' },
+ body: JSON.stringify(payload),
+});
+console.log(await res.json());
+```
+
+
+
+
+---
+
### Pull VM Image
Pull a VM image from a registry.
-`POST: /images/pull`
+`POST: /lume/pull`
#### Parameters
| Name | Type | Required | Description |
| ------------ | ------ | -------- | ------------------------------------- |
| image | string | Yes | Image name (e.g. `macos-sequoia-...`) |
-| registry | string | Yes | Registry host (e.g. `ghcr.io`) |
-| organization | string | Yes | Organization name |
+| name | string | No | VM name for the pulled image |
+| registry | string | No | Registry host (e.g. `ghcr.io`) |
+| organization | string | No | Organization name |
| storage | string | No | Storage type (`ssd`, etc.) |
#### Example Request
@@ -553,11 +669,12 @@ curl --connect-timeout 6000 \
-H "Content-Type: application/json" \
-d '{
"image": "macos-sequoia-vanilla:latest",
+ "name": "my-vm-name",
"registry": "ghcr.io",
"organization": "trycua",
"storage": "ssd"
}' \
- http://localhost:7777/lume/images/pull
+ http://localhost:7777/lume/pull
```
@@ -568,11 +685,12 @@ import requests
payload = {
"image": "macos-sequoia-vanilla:latest",
+ "name": "my-vm-name",
"registry": "ghcr.io",
"organization": "trycua",
"storage": "ssd"
}
-r = requests.post("http://localhost:7777/lume/images/pull", json=payload, timeout=50)
+r = requests.post("http://localhost:7777/lume/pull", json=payload, timeout=50)
print(r.json())
```
@@ -582,11 +700,12 @@ print(r.json())
```typescript
const payload = {
image: 'macos-sequoia-vanilla:latest',
+ name: 'my-vm-name',
registry: 'ghcr.io',
organization: 'trycua',
storage: 'ssd',
};
-const res = await fetch('http://localhost:7777/lume/images/pull', {
+const res = await fetch('http://localhost:7777/lume/pull', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify(payload),
@@ -596,3 +715,553 @@ console.log(await res.json());
+
+---
+
+### Push VM Image
+
+Push a VM to a registry as an image (asynchronous operation).
+
+`POST: /lume/vms/push`
+
+#### Parameters
+
+| Name | Type | Required | Description |
+| ------------ | ------------ | -------- | ----------------------------------------------- |
+| name | string | Yes | Local VM name to push |
+| imageName | string | Yes | Image name in registry |
+| tags | array | Yes | Image tags (e.g. `["latest", "v1"]`) |
+| organization | string | Yes | Organization name |
+| registry | string | No | Registry host (e.g. `ghcr.io`) |
+| chunkSizeMb | integer | No | Chunk size in MB for upload |
+| storage | string/null | No | Storage type (`ssd`, etc.) |
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ -X POST \
+ -H "Content-Type: application/json" \
+ -d '{
+ "name": "my-local-vm",
+ "imageName": "my-image",
+ "tags": ["latest", "v1"],
+ "organization": "my-org",
+ "registry": "ghcr.io",
+ "chunkSizeMb": 512,
+ "storage": null
+ }' \
+ http://localhost:7777/lume/vms/push
+```
+
+
+
+
+```python
+import requests
+
+payload = {
+ "name": "my-local-vm",
+ "imageName": "my-image",
+ "tags": ["latest", "v1"],
+ "organization": "my-org",
+ "registry": "ghcr.io",
+ "chunkSizeMb": 512,
+ "storage": None
+}
+r = requests.post("http://localhost:7777/lume/vms/push", json=payload, timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const payload = {
+ name: 'my-local-vm',
+ imageName: 'my-image',
+ tags: ['latest', 'v1'],
+ organization: 'my-org',
+ registry: 'ghcr.io',
+ chunkSizeMb: 512,
+ storage: null,
+};
+const res = await fetch('http://localhost:7777/lume/vms/push', {
+ method: 'POST',
+ headers: { 'Content-Type': 'application/json' },
+ body: JSON.stringify(payload),
+});
+console.log(await res.json());
+```
+
+
+
+
+**Response (202 Accepted):**
+
+```json
+{
+ "message": "Push initiated in background",
+ "name": "my-local-vm",
+ "imageName": "my-image",
+ "tags": [
+ "latest",
+ "v1"
+ ]
+}
+```
+
+---
+
+### List Images
+
+List available VM images.
+
+`GET: /lume/images`
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ http://localhost:7777/lume/images
+```
+
+
+
+
+```python
+import requests
+
+r = requests.get("http://localhost:7777/lume/images", timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const res = await fetch('http://localhost:7777/lume/images');
+console.log(await res.json());
+```
+
+
+
+
+```json
+{
+ "local": [
+ "macos-sequoia-xcode:latest",
+ "macos-sequoia-vanilla:latest"
+ ]
+}
+```
+
+---
+
+### Prune Images
+
+Remove unused VM images to free up disk space.
+
+`POST: /lume/prune`
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ -X POST \
+ http://localhost:7777/lume/prune
+```
+
+
+
+
+```python
+import requests
+
+r = requests.post("http://localhost:7777/lume/prune", timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const res = await fetch('http://localhost:7777/lume/prune', {
+ method: 'POST',
+});
+console.log(await res.json());
+```
+
+
+
+
+---
+
+### Get Latest IPSW URL
+
+Get the URL for the latest macOS IPSW file.
+
+`GET: /lume/ipsw`
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ http://localhost:7777/lume/ipsw
+```
+
+
+
+
+```python
+import requests
+
+r = requests.get("http://localhost:7777/lume/ipsw", timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const res = await fetch('http://localhost:7777/lume/ipsw');
+console.log(await res.json());
+```
+
+
+
+
+---
+
+## Configuration Management
+
+### Get Configuration
+
+Get current Lume configuration settings.
+
+`GET: /lume/config`
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ http://localhost:7777/lume/config
+```
+
+
+
+
+```python
+import requests
+
+r = requests.get("http://localhost:7777/lume/config", timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const res = await fetch('http://localhost:7777/lume/config');
+console.log(await res.json());
+```
+
+
+
+
+```json
+{
+ "homeDirectory": "~/.lume",
+ "cacheDirectory": "~/.lume/cache",
+ "cachingEnabled": true
+}
+```
+
+### Update Configuration
+
+Update Lume configuration settings.
+
+`POST: /lume/config`
+
+#### Parameters
+
+| Name | Type | Required | Description |
+| --------------- | ------- | -------- | -------------------------------- |
+| homeDirectory | string | No | Lume home directory path |
+| cacheDirectory | string | No | Cache directory path |
+| cachingEnabled | boolean | No | Enable or disable caching |
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ -X POST \
+ -H "Content-Type: application/json" \
+ -d '{
+ "homeDirectory": "~/custom/lume",
+ "cacheDirectory": "~/custom/lume/cache",
+ "cachingEnabled": true
+ }' \
+ http://localhost:7777/lume/config
+```
+
+
+
+
+```python
+import requests
+
+payload = {
+ "homeDirectory": "~/custom/lume",
+ "cacheDirectory": "~/custom/lume/cache",
+ "cachingEnabled": True
+}
+r = requests.post("http://localhost:7777/lume/config", json=payload, timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const payload = {
+ homeDirectory: '~/custom/lume',
+ cacheDirectory: '~/custom/lume/cache',
+ cachingEnabled: true,
+};
+const res = await fetch('http://localhost:7777/lume/config', {
+ method: 'POST',
+ headers: { 'Content-Type': 'application/json' },
+ body: JSON.stringify(payload),
+});
+console.log(await res.json());
+```
+
+
+
+
+---
+
+## Storage Location Management
+
+### Get VM Storage Locations
+
+List all configured VM storage locations.
+
+`GET: /lume/config/locations`
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ http://localhost:7777/lume/config/locations
+```
+
+
+
+
+```python
+import requests
+
+r = requests.get("http://localhost:7777/lume/config/locations", timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const res = await fetch('http://localhost:7777/lume/config/locations');
+console.log(await res.json());
+```
+
+
+
+
+```json
+[
+ {
+ "name": "default",
+ "path": "~/.lume/vms",
+ "isDefault": true
+ },
+ {
+ "name": "ssd",
+ "path": "/Volumes/SSD/lume/vms",
+ "isDefault": false
+ }
+]
+```
+
+### Add VM Storage Location
+
+Add a new VM storage location.
+
+`POST: /lume/config/locations`
+
+#### Parameters
+
+| Name | Type | Required | Description |
+| ---- | ------ | -------- | ---------------------------- |
+| name | string | Yes | Storage location name |
+| path | string | Yes | File system path for storage |
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ -X POST \
+ -H "Content-Type: application/json" \
+ -d '{
+ "name": "ssd",
+ "path": "/Volumes/SSD/lume/vms"
+ }' \
+ http://localhost:7777/lume/config/locations
+```
+
+
+
+
+```python
+import requests
+
+payload = {
+ "name": "ssd",
+ "path": "/Volumes/SSD/lume/vms"
+}
+r = requests.post("http://localhost:7777/lume/config/locations", json=payload, timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const payload = {
+ name: 'ssd',
+ path: '/Volumes/SSD/lume/vms',
+};
+const res = await fetch('http://localhost:7777/lume/config/locations', {
+ method: 'POST',
+ headers: { 'Content-Type': 'application/json' },
+ body: JSON.stringify(payload),
+});
+console.log(await res.json());
+```
+
+
+
+
+### Remove VM Storage Location
+
+Remove a VM storage location.
+
+`DELETE: /lume/config/locations/:name`
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ -X DELETE \
+ http://localhost:7777/lume/config/locations/ssd
+```
+
+
+
+
+```python
+import requests
+
+r = requests.delete("http://localhost:7777/lume/config/locations/ssd", timeout=50)
+print(r.status_code)
+```
+
+
+
+
+```typescript
+const res = await fetch('http://localhost:7777/lume/config/locations/ssd', {
+ method: 'DELETE',
+});
+console.log(res.status);
+```
+
+
+
+
+### Set Default VM Storage Location
+
+Set a storage location as the default.
+
+`POST: /lume/config/locations/default/:name`
+
+#### Example Request
+
+
+
+
+```bash
+curl --connect-timeout 6000 \
+ --max-time 5000 \
+ -X POST \
+ http://localhost:7777/lume/config/locations/default/ssd
+```
+
+
+
+
+```python
+import requests
+
+r = requests.post("http://localhost:7777/lume/config/locations/default/ssd", timeout=50)
+print(r.json())
+```
+
+
+
+
+```typescript
+const res = await fetch('http://localhost:7777/lume/config/locations/default/ssd', {
+ method: 'POST',
+});
+console.log(await res.json());
+```
+
+
+
diff --git a/docs/content/docs/libraries/lume/index.mdx b/docs/content/docs/libraries/lume/index.mdx
index 28080bff..d62c80e0 100644
--- a/docs/content/docs/libraries/lume/index.mdx
+++ b/docs/content/docs/libraries/lume/index.mdx
@@ -5,6 +5,4 @@ github:
- https://github.com/trycua/cua/tree/main/libs/lume
---
-## Overview
-
-The Lume CLI provides command line tools for managing virtual machines with Lume.
+Lume is a lightweight Command Line Interface and local API server for creating, running and managing **macOS and Linux virtual machines** with near-native performance on Apple Silicon, using Apple's [Virtualization.Framework](https://developer.apple.com/documentation/virtualization).
\ No newline at end of file
diff --git a/docs/content/docs/libraries/lume/installation.mdx b/docs/content/docs/libraries/lume/installation.mdx
new file mode 100644
index 00000000..161e48e0
--- /dev/null
+++ b/docs/content/docs/libraries/lume/installation.mdx
@@ -0,0 +1,47 @@
+---
+title: Installation
+description: Installation instructions for the current version of the Lume CLI.
+---
+
+## Quickstart
+
+Install and run a prebuilt macOS VM in two commands:
+
+```bash
+# Install Lume
+/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/lume/scripts/install.sh)"
+# Pull & start a macOS image
+lume run macos-sequoia-vanilla:latest
+```
+
+
+All prebuilt images use the default password `lume`. Change this immediately after your first login using the `passwd` command.
+
+
+**System Requirements**:
+- Apple Silicon Mac (M1, M2, M3, etc.)
+- macOS 13.0 or later
+- At least 8GB of RAM (16GB recommended)
+- At least 50GB of free disk space
+
+## Install with Script
+
+Install with a single command:
+
+```bash
+/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/lume/scripts/install.sh)"
+```
+
+### Manual Start (No Background Service)
+By default, Lume is installed as a background service that starts automatically on login. If you prefer to start the Lume API service manually when needed, you can use the `--no-background-service` option:
+
+```bash
+/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/lume/scripts/install.sh) --no-background-service"
+```
+
+
+With this option, you'll need to manually start the Lume API service by running `lume serve` in your terminal whenever you need to use tools or libraries that rely on the Lume API (such as the Computer-Use Agent).
+
+
+## Manual Download and Installation
+You can also download the `lume.pkg.tar.gz` archive from the [latest release](https://github.com/trycua/cua/releases?q=lume&expanded=true), extract it, and install the package manually.
\ No newline at end of file
diff --git a/docs/content/docs/libraries/lume/meta.json b/docs/content/docs/libraries/lume/meta.json
new file mode 100644
index 00000000..5f4d907a
--- /dev/null
+++ b/docs/content/docs/libraries/lume/meta.json
@@ -0,0 +1,9 @@
+{
+ "pages": [
+ "installation",
+ "prebuilt-images",
+ "cli-reference",
+ "http-api",
+ "faq"
+ ]
+}
diff --git a/docs/content/docs/libraries/lume/prebuilt-images.mdx b/docs/content/docs/libraries/lume/prebuilt-images.mdx
new file mode 100644
index 00000000..0120af43
--- /dev/null
+++ b/docs/content/docs/libraries/lume/prebuilt-images.mdx
@@ -0,0 +1,20 @@
+---
+title: Prebuilt Images
+---
+
+Pre-built images are available in the registry [ghcr.io/trycua](https://github.com/orgs/trycua/packages).
+
+**Important Note (v0.2.0+):** Images are being re-uploaded with sparse file system optimizations enabled, resulting in significantly lower actual disk usage. Older images (without the `-sparse` suffix) are now **deprecated**. The last version of `lume` fully supporting the non-sparse images was `v0.1.x`. Starting from `v0.2.0`, lume will automatically pull images optimized with sparse file system support.
+
+These images come with an SSH server pre-configured and auto-login enabled.
+
+For the security of your VM, change the default password `lume` immediately after your first login.
+
+| Image | Tag | Description | Logical Size |
+|-------|------------|-------------|------|
+| `macos-sequoia-vanilla` | `latest`, `15.2` | macOS Sequoia 15.2 image | 20GB |
+| `macos-sequoia-xcode` | `latest`, `15.2` | macOS Sequoia 15.2 image with Xcode command line tools | 22GB |
+| `macos-sequoia-cua` | `latest`, `15.3` | macOS Sequoia 15.3 image compatible with the Computer interface | 24GB |
+| `ubuntu-noble-vanilla` | `latest`, `24.04.1` | [Ubuntu Server for ARM 24.04.1 LTS](https://ubuntu.com/download/server/arm) with Ubuntu Desktop | 20GB |
+
+For additional disk space, resize the VM disk after pulling the image using the `lume set --disk-size ` command. Note that the actual disk space used by sparse images will be much lower than the logical size listed.
\ No newline at end of file
diff --git a/docs/content/docs/libraries/lumier/building-lumier.mdx b/docs/content/docs/libraries/lumier/building-lumier.mdx
new file mode 100644
index 00000000..df8ad4f8
--- /dev/null
+++ b/docs/content/docs/libraries/lumier/building-lumier.mdx
@@ -0,0 +1,42 @@
+---
+title: Building Lumier
+---
+
+If you want to customize the Lumier container or build it from source, you can follow these steps:
+
+```bash
+# 1. Navigate to the Lumier directory
+cd libs/lumier
+
+# 2. Build the Docker image locally
+docker build -t lumier-custom:latest .
+
+# 3. Run your custom build
+docker run -it --rm \
+ --name lumier-vm \
+ -p 8006:8006 \
+ -e VM_NAME=lumier-vm \
+ -e VERSION=ghcr.io/trycua/macos-sequoia-cua:latest \
+ -e CPU_CORES=4 \
+ -e RAM_SIZE=8192 \
+ lumier-custom:latest
+```
+
+### Customization Options
+
+The Dockerfile provides several customization points:
+
+1. **Base image**: The container uses Debian Bullseye Slim as the base. You can modify this if needed.
+2. **Installed packages**: You can add or remove packages in the apt-get install list.
+3. **Hooks**: Check the `/run/hooks/` directory for scripts that run at specific points during VM lifecycle.
+4. **Configuration**: Review `/run/config/constants.sh` for default settings.
+
+After making your modifications, you can build and push your custom image to your own Docker Hub repository:
+
+```bash
+# Build with a custom tag
+docker build -t yourusername/lumier:custom .
+
+# Push to Docker Hub (after docker login)
+docker push yourusername/lumier:custom
+```
\ No newline at end of file
diff --git a/docs/content/docs/libraries/lumier/docker-compose.mdx b/docs/content/docs/libraries/lumier/docker-compose.mdx
new file mode 100644
index 00000000..fece3473
--- /dev/null
+++ b/docs/content/docs/libraries/lumier/docker-compose.mdx
@@ -0,0 +1,45 @@
+---
+title: Docker Compose
+---
+
+You can also use Docker Compose to run Lumier with a simple configuration file. Create a `docker-compose.yml` file with the following content:
+
+```yaml
+version: '3'
+
+services:
+ lumier:
+ image: trycua/lumier:latest
+ container_name: lumier-vm
+ restart: unless-stopped
+ ports:
+ - "8006:8006" # Port for VNC access
+ volumes:
+ - ./storage:/storage # VM persistent storage
+ - ./shared:/shared # Shared folder accessible in the VM
+ environment:
+ - VM_NAME=lumier-vm
+ - VERSION=ghcr.io/trycua/macos-sequoia-cua:latest
+ - CPU_CORES=4
+ - RAM_SIZE=8192
+ - HOST_STORAGE_PATH=${PWD}/storage
+ - HOST_SHARED_PATH=${PWD}/shared
+ stop_signal: SIGINT
+ stop_grace_period: 2m
+```
+
+Then run Lumier using:
+
+```bash
+# First create the required directories
+mkdir -p storage shared
+
+# Start the container
+docker-compose up -d
+
+# View the logs
+docker-compose logs -f
+
+# Stop the container when done
+docker-compose down
+```
diff --git a/docs/content/docs/libraries/lumier/docker.mdx b/docs/content/docs/libraries/lumier/docker.mdx
new file mode 100644
index 00000000..4ecd15d6
--- /dev/null
+++ b/docs/content/docs/libraries/lumier/docker.mdx
@@ -0,0 +1,124 @@
+---
+title: Docker
+---
+
+You can use Lumier through Docker:
+
+### Run a macOS VM (ephemeral)
+```bash
+# Run the container with temporary storage (using pre-built image from Docker Hub)
+docker run -it --rm \
+ --name macos-vm \
+ -p 8006:8006 \
+ -e VM_NAME=macos-vm \
+ -e VERSION=ghcr.io/trycua/macos-sequoia-cua:latest \
+ -e CPU_CORES=4 \
+ -e RAM_SIZE=8192 \
+ trycua/lumier:latest
+```
+Access the VM in your browser at [http://localhost:8006](http://localhost:8006).
+
+After running the command above, you can access your macOS VM through a web browser (e.g., http://localhost:8006).
+
+
+With the basic setup above, your VM will be reset when you stop the container (ephemeral mode). This means any changes you make inside the macOS VM will be lost. See the section below for how to save your VM state.
+
+
+## Saving Your VM State
+
+To save your VM state between sessions (so your changes persist when you stop and restart the container), you'll need to set up a storage location:
+
+```bash
+# First, create a storage directory if it doesn't exist
+mkdir -p storage
+
+# Then run the container with persistent storage
+docker run -it --rm \
+ --name lumier-vm \
+ -p 8006:8006 \
+ -v $(pwd)/storage:/storage \
+ -e VM_NAME=lumier-vm \
+ -e VERSION=ghcr.io/trycua/macos-sequoia-cua:latest \
+ -e CPU_CORES=4 \
+ -e RAM_SIZE=8192 \
+ -e HOST_STORAGE_PATH=$(pwd)/storage \
+ trycua/lumier:latest
+```
+
+This command creates a connection between a folder on your Mac (`$(pwd)/storage`) and a folder inside the Docker container (`/storage`). The `-v` flag (volume mount) and the `HOST_STORAGE_PATH` variable work together to ensure your VM data is saved on your host Mac.
+
+## Sharing Files with Your VM
+
+To share files between your Mac and the virtual machine, you can set up a shared folder:
+
+```bash
+# Create both storage and shared folders
+mkdir -p storage shared
+
+# Run with both persistent storage and a shared folder
+docker run -it --rm \
+ --name lumier-vm \
+ -p 8006:8006 \
+ -v $(pwd)/storage:/storage \
+ -v $(pwd)/shared:/shared \
+ -e VM_NAME=lumier-vm \
+ -e VERSION=ghcr.io/trycua/macos-sequoia-cua:latest \
+ -e CPU_CORES=4 \
+ -e RAM_SIZE=8192 \
+ -e HOST_STORAGE_PATH=$(pwd)/storage \
+ -e HOST_SHARED_PATH=$(pwd)/shared \
+ trycua/lumier:latest
+```
+
+With this setup, any files you place in the `shared` folder on your Mac will be accessible from within the macOS VM, and vice versa.
+
+## Automating VM Startup with on-logon.sh
+
+You can automatically run scripts when the VM starts up by placing an `on-logon.sh` script in the shared folder's lifecycle directory. This is useful for setting up your VM environment each time it starts.
+
+```bash
+# Create the lifecycle directory in your shared folder
+mkdir -p shared/lifecycle
+
+# Create a sample on-logon.sh script
+cat > shared/lifecycle/on-logon.sh << 'EOF'
+#!/usr/bin/env bash
+
+# Create a file on the desktop
+echo "Hello from Lumier!" > /Users/lume/Desktop/hello_lume.txt
+
+# You can add more commands to execute at VM startup
+# For example:
+# - Configure environment variables
+# - Start applications
+# - Mount network drives
+# - Set up development environments
+EOF
+
+# Make the script executable
+chmod +x shared/lifecycle/on-logon.sh
+```
+
+The script will be automatically executed when the VM starts up. It runs in the VM context and has access to:
+
+- The `/Users/lume` user directory (home directory in the VM)
+- The shared folder at `/Volumes/My Shared Files` inside the VM
+- Any resources available to the VM
+
+This feature enables automation of VM setup without modifying the base VM image.
+
+## Configuration Options
+
+When running Lumier, you'll need to configure a few things:
+
+- **Port forwarding** (`-p 8006:8006`): Makes the VM's VNC interface accessible in your browser. If port 8006 is already in use, you can use a different port like `-p 8007:8006`.
+
+- **Environment variables** (`-e`): Configure your VM settings:
+ - `VM_NAME`: A name for your virtual machine
+ - `VERSION`: The macOS image to use
+ - `CPU_CORES`: Number of CPU cores to allocate
+ - `RAM_SIZE`: Memory in MB to allocate
+ - `HOST_STORAGE_PATH`: Path to save VM state (when using persistent storage)
+ - `HOST_SHARED_PATH`: Path to the shared folder (optional)
+
+- **Background service**: The `lume serve` service should be running on your host (starts automatically when you install Lume using the `install.sh` script above).
\ No newline at end of file
diff --git a/docs/content/docs/libraries/lumier/index.mdx b/docs/content/docs/libraries/lumier/index.mdx
index 3858504d..814055ba 100644
--- a/docs/content/docs/libraries/lumier/index.mdx
+++ b/docs/content/docs/libraries/lumier/index.mdx
@@ -5,65 +5,22 @@ github:
- https://github.com/trycua/cua/tree/main/libs/lumier
---
-## Overview
+**Lumier** is an interface for running macOS virtual machines with minimal setup. It uses Docker as a packaging system to deliver a pre-configured environment that connects to the `lume` virtualization service running on your host machine. With Lumier, you get:
-The Lumier library provides a Docker-based interface for creating performant macOS virtual machines.
+- A ready-to-use macOS or Linux virtual machine in minutes
+- Browser-based VNC access to your VM
+- Easy file sharing between your host and VM
+- Simple configuration through environment variables
-## Installation
+## How It Works
-**Requirements:**
-- Docker for Apple Silicon (or compatible Mac)
-- Lume virtualization CLI (install with: `/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/lume/scripts/install.sh)"`)
+
+We're using Docker primarily as a convenient delivery mechanism, not as an isolation layer. Unlike traditional Docker containers, Lumier leverages the Apple Virtualization Framework (Apple Vz) through the `lume` CLI to create true virtual machines.
+
-## Usage
+Here's what's happening behind the scenes:
-### Run a macOS VM (ephemeral)
-```bash
-docker run -it --rm \
- --name macos-vm \
- -p 8006:8006 \
- -e VM_NAME=macos-vm \
- -e VERSION=ghcr.io/trycua/macos-sequoia-cua:latest \
- -e CPU_CORES=4 \
- -e RAM_SIZE=8192 \
- trycua/lumier:latest
-```
-Access the VM in your browser at [http://localhost:8006](http://localhost:8006).
-
-### Persistent Storage
-```bash
-mkdir -p storage
-
-docker run -it --rm \
- --name lumier-vm \
- -p 8006:8006 \
- -v $(pwd)/storage:/storage \
- -e VM_NAME=lumier-vm \
- -e VERSION=ghcr.io/trycua/macos-sequoia-cua:latest \
- -e CPU_CORES=4 \
- -e RAM_SIZE=8192 \
- -e HOST_STORAGE_PATH=$(pwd)/storage \
- trycua/lumier:latest
-```
-
-### Shared Folder
-```bash
-mkdir -p shared
-
-docker run -it --rm \
- --name lumier-vm \
- -p 8006:8006 \
- -v $(pwd)/storage:/storage \
- -v $(pwd)/shared:/shared \
- -e VM_NAME=lumier-vm \
- -e VERSION=ghcr.io/trycua/macos-sequoia-cua:latest \
- -e CPU_CORES=4 \
- -e RAM_SIZE=8192 \
- -e HOST_STORAGE_PATH=$(pwd)/storage \
- -e HOST_SHARED_PATH=$(pwd)/shared \
- trycua/lumier:latest
-```
-
----
-
-See the [Lumier README](https://github.com/trycua/cua/tree/main/libs/lumier) for advanced options, Docker Compose setup, and automation scripts.
\ No newline at end of file
+1. The Docker container provides a consistent environment to run the Lumier interface
+2. Lumier connects to the Lume service running on your host Mac
+3. Lume uses Apple's Virtualization Framework to create a true macOS virtual machine
+4. The VM runs with hardware acceleration using your Mac's native virtualization capabilities
\ No newline at end of file
diff --git a/docs/content/docs/libraries/lumier/installation.mdx b/docs/content/docs/libraries/lumier/installation.mdx
new file mode 100644
index 00000000..e0c20267
--- /dev/null
+++ b/docs/content/docs/libraries/lumier/installation.mdx
@@ -0,0 +1,14 @@
+---
+title: Installation
+---
+
+Before using Lumier, make sure you have:
+
+1. **Docker for Apple Silicon** - download it [here](https://desktop.docker.com/mac/main/arm64/Docker.dmg) and follow the installation instructions.
+
+2. **Lume** - This is the virtualization CLI that powers Lumier. Install it with this command:
+```bash
+/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/lume/scripts/install.sh)"
+```
+
+After installation, Lume runs as a background service and listens on port 7777. This service allows Lumier to create and manage virtual machines. If port 7777 is already in use on your system, you can specify a different port with the `--port` option when running the `install.sh` script.
\ No newline at end of file
diff --git a/docs/content/docs/libraries/lumier/meta.json b/docs/content/docs/libraries/lumier/meta.json
new file mode 100644
index 00000000..f6a8946c
--- /dev/null
+++ b/docs/content/docs/libraries/lumier/meta.json
@@ -0,0 +1,8 @@
+{
+ "pages": [
+ "installation",
+ "docker",
+ "docker-compose",
+ "building-lumier"
+ ]
+}
diff --git a/docs/content/docs/libraries/mcp-server/client-integrations.mdx b/docs/content/docs/libraries/mcp-server/client-integrations.mdx
new file mode 100644
index 00000000..8699cda0
--- /dev/null
+++ b/docs/content/docs/libraries/mcp-server/client-integrations.mdx
@@ -0,0 +1,20 @@
+---
+title: Client Integrations
+---
+
+## Claude Desktop Integration
+
+To use with Claude Desktop, add an entry to your Claude Desktop configuration (`claude_desktop_config.json`, typically found in `~/.config/claude-desktop/`):
+
+For more information on MCP with Claude Desktop, see the [official MCP User Guide](https://modelcontextprotocol.io/quickstart/user).
+
+## Cursor Integration
+
+To use with Cursor, add an MCP configuration file in one of these locations:
+
+- **Project-specific**: Create `.cursor/mcp.json` in your project directory
+- **Global**: Create `~/.cursor/mcp.json` in your home directory
+
+After configuration, you can simply tell Cursor's Agent to perform computer tasks by explicitly mentioning the CUA agent, such as "Use the computer control tools to open Safari."
+
+For more information on MCP with Cursor, see the [official Cursor MCP documentation](https://docs.cursor.com/context/model-context-protocol).
\ No newline at end of file
diff --git a/docs/content/docs/libraries/mcp-server/configuration.mdx b/docs/content/docs/libraries/mcp-server/configuration.mdx
new file mode 100644
index 00000000..e5df8293
--- /dev/null
+++ b/docs/content/docs/libraries/mcp-server/configuration.mdx
@@ -0,0 +1,10 @@
+---
+title: Configuration
+---
+
+The server is configured using environment variables (can be set in the Claude Desktop config):
+
+| Variable | Description | Default |
+|----------|-------------|---------|
+| `CUA_MODEL_NAME` | Model string (e.g., "anthropic/claude-3-5-sonnet-20241022", "openai/computer-use-preview", "huggingface-local/ByteDance-Seed/UI-TARS-1.5-7B", "omniparser+litellm/gpt-4o", "omniparser+ollama_chat/gemma3") | anthropic/claude-3-5-sonnet-20241022 |
+| `CUA_MAX_IMAGES` | Maximum number of images to keep in context | 3 |
diff --git a/docs/content/docs/libraries/mcp-server/index.mdx b/docs/content/docs/libraries/mcp-server/index.mdx
index f9885bf1..87c9a342 100644
--- a/docs/content/docs/libraries/mcp-server/index.mdx
+++ b/docs/content/docs/libraries/mcp-server/index.mdx
@@ -6,14 +6,4 @@ github:
- https://github.com/trycua/cua/tree/main/libs/python/mcp-server
---
-## β οΈ π§ Under Construction π§ β οΈ
-
-The MCP Server API reference documentation is currently under development.
-
-## Overview
-
-The MCP Server provides Model Context Protocol endpoints for AI model integration.
-
-## API Documentation
-
-Coming soon.
+**cua-mcp-server** is a MCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.
\ No newline at end of file
diff --git a/docs/content/docs/libraries/mcp-server/installation.mdx b/docs/content/docs/libraries/mcp-server/installation.mdx
new file mode 100644
index 00000000..c04a4917
--- /dev/null
+++ b/docs/content/docs/libraries/mcp-server/installation.mdx
@@ -0,0 +1,53 @@
+---
+title: Installation
+---
+
+Install the package from PyPI:
+
+```bash
+pip install cua-mcp-server
+```
+
+This will install:
+- The MCP server
+- CUA agent and computer dependencies
+- An executable `cua-mcp-server` script in your PATH
+
+## Easy Setup Script
+
+If you want to simplify installation, you can use this one-liner to download and run the installation script:
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/trycua/cua/main/libs/python/mcp-server/scripts/install_mcp_server.sh | bash
+```
+
+This script will:
+- Create the ~/.cua directory if it doesn't exist
+- Generate a startup script at ~/.cua/start_mcp_server.sh
+- Make the script executable
+- The startup script automatically manages Python virtual environments and installs/updates the cua-mcp-server package
+
+You can then use the script in your MCP configuration like this:
+
+```json
+{
+ "mcpServers": {
+ "cua-agent": {
+ "command": "/bin/bash",
+ "args": ["~/.cua/start_mcp_server.sh"],
+ "env": {
+ "CUA_MODEL_NAME": "anthropic/claude-3-5-sonnet-20241022"
+ }
+ }
+ }
+}
+```
+
+### Troubleshooting
+
+If you get a `/bin/bash: ~/cua/libs/python/mcp-server/scripts/start_mcp_server.sh: No such file or directory` error, try changing the path to the script to be absolute instead of relative.
+
+To see the logs:
+```
+tail -n 20 -f ~/Library/Logs/Claude/mcp*.log
+```
\ No newline at end of file
diff --git a/docs/content/docs/libraries/mcp-server/llm-integrations.mdx b/docs/content/docs/libraries/mcp-server/llm-integrations.mdx
new file mode 100644
index 00000000..a7515ae2
--- /dev/null
+++ b/docs/content/docs/libraries/mcp-server/llm-integrations.mdx
@@ -0,0 +1,16 @@
+---
+title: LLM Integrations
+---
+## LiteLLM Integration
+
+This MCP server features comprehensive liteLLM integration, allowing you to use any supported LLM provider with a simple model string configuration.
+
+- **Unified Configuration**: Use a single `CUA_MODEL_NAME` environment variable with a model string
+- **Automatic Provider Detection**: The agent automatically detects the provider and capabilities from the model string
+- **Extensive Provider Support**: Works with Anthropic, OpenAI, local models, and any liteLLM-compatible provider
+
+### Model String Examples:
+- **Anthropic**: `"anthropic/claude-3-5-sonnet-20241022"`
+- **OpenAI**: `"openai/computer-use-preview"`
+- **UI-TARS**: `"huggingface-local/ByteDance-Seed/UI-TARS-1.5-7B"`
+- **Omni + Any LiteLLM**: `"omniparser+litellm/gpt-4o"`, `"omniparser+litellm/claude-3-haiku"`, `"omniparser+ollama_chat/gemma3"`
\ No newline at end of file
diff --git a/docs/content/docs/libraries/mcp-server/meta.json b/docs/content/docs/libraries/mcp-server/meta.json
new file mode 100644
index 00000000..45fa4ba9
--- /dev/null
+++ b/docs/content/docs/libraries/mcp-server/meta.json
@@ -0,0 +1,10 @@
+{
+ "pages": [
+ "installation",
+ "configuration",
+ "usage",
+ "tools",
+ "client-integrations",
+ "llm-integrations"
+ ]
+}
\ No newline at end of file
diff --git a/docs/content/docs/libraries/mcp-server/tools.mdx b/docs/content/docs/libraries/mcp-server/tools.mdx
new file mode 100644
index 00000000..edf29c0b
--- /dev/null
+++ b/docs/content/docs/libraries/mcp-server/tools.mdx
@@ -0,0 +1,10 @@
+---
+title: Tools
+---
+
+## Available Tools
+
+The MCP server exposes the following tools to Claude:
+
+1. `run_cua_task` - Run a single Computer-Use Agent task with the given instruction
+2. `run_multi_cua_tasks` - Run multiple tasks in sequence
\ No newline at end of file
diff --git a/docs/content/docs/libraries/mcp-server/usage.mdx b/docs/content/docs/libraries/mcp-server/usage.mdx
new file mode 100644
index 00000000..19eef934
--- /dev/null
+++ b/docs/content/docs/libraries/mcp-server/usage.mdx
@@ -0,0 +1,20 @@
+---
+title: Usage
+---
+
+## Usage
+
+Once configured, you can simply ask Claude to perform computer tasks:
+
+- "Open Chrome and go to github.com"
+- "Create a folder called 'Projects' on my desktop"
+- "Find all PDFs in my Downloads folder"
+- "Take a screenshot and highlight the error message"
+
+Claude will automatically use your CUA agent to perform these tasks.
+
+### First-time Usage Notes
+
+**API Keys**: Ensure you have valid API keys:
+ - Add your Anthropic API key, or other model provider API key in the Claude Desktop config (as shown above)
+ - Or set it as an environment variable in your shell profile
diff --git a/docs/content/docs/libraries/som/configuration.mdx b/docs/content/docs/libraries/som/configuration.mdx
new file mode 100644
index 00000000..e57cdf1c
--- /dev/null
+++ b/docs/content/docs/libraries/som/configuration.mdx
@@ -0,0 +1,66 @@
+---
+title: Configuration
+---
+
+### Detection Parameters
+
+#### Box Threshold (0.3)
+Controls the confidence threshold for accepting detections:
+
+- Higher values (0.3) yield more precise but fewer detections
+- Lower values (0.01) catch more potential icons but increase false positives
+- Default is 0.3 for optimal precision/recall balance
+
+#### IOU Threshold (0.1)
+Controls how overlapping detections are merged:
+
+- Lower values (0.1) more aggressively remove overlapping boxes
+- Higher values (0.5) allow more overlapping detections
+- Default is 0.1 to handle densely packed UI elements
+
+### OCR Configuration
+
+- **Engine**: EasyOCR
+ - Primary choice for all platforms
+ - Fast initialization and processing
+ - Built-in English language support
+ - GPU acceleration when available
+
+- **Settings**:
+ - Timeout: 5 seconds
+ - Confidence threshold: 0.5
+ - Paragraph mode: Disabled
+ - Language: English only
+
+## Performance
+
+### Hardware Acceleration
+
+#### MPS (Metal Performance Shaders)
+- Multi-scale detection (640px, 1280px, 1920px)
+- Test-time augmentation enabled
+- Half-precision (FP16)
+- Average detection time: ~0.4s
+- Best for production use when available
+
+#### CPU
+- Single-scale detection (1280px)
+- Full-precision (FP32)
+- Average detection time: ~1.3s
+- Reliable fallback option
+
+### Example Output Structure
+
+```
+examples/output/
+βββ {timestamp}_no_ocr/
+β βββ annotated_images/
+β β βββ screenshot_analyzed.png
+β βββ screen_details.txt
+β βββ summary.json
+βββ {timestamp}_ocr/
+ βββ annotated_images/
+ β βββ screenshot_analyzed.png
+ βββ screen_details.txt
+ βββ summary.json
+```
\ No newline at end of file
diff --git a/docs/content/docs/quickstart-cli.mdx b/docs/content/docs/quickstart-cli.mdx
index f9bcdefe..668ec49d 100644
--- a/docs/content/docs/quickstart-cli.mdx
+++ b/docs/content/docs/quickstart-cli.mdx
@@ -72,7 +72,7 @@ Choose how you want to run your cua computer. **Cloud containers are recommended
2. Pull the CUA Ubuntu container
```bash
- docker pull trycua/cua-ubuntu:latest
+ docker pull --platform=linux/amd64 trycua/cua-ubuntu:latest
```
diff --git a/docs/content/docs/quickstart-devs.mdx b/docs/content/docs/quickstart-devs.mdx
index 1ba86e68..37367709 100644
--- a/docs/content/docs/quickstart-devs.mdx
+++ b/docs/content/docs/quickstart-devs.mdx
@@ -71,7 +71,7 @@ Choose how you want to run your cua computer. **Cloud containers are recommended
2. Pull the CUA Ubuntu container
```bash
- docker pull trycua/cua-ubuntu:latest
+ docker pull --platform=linux/amd64 trycua/cua-ubuntu:latest
```
@@ -87,6 +87,16 @@ Choose how you want to run your cua computer. **Cloud containers are recommended
```bash
pip install "cua-agent[all]" cua-computer
+
+ # or install specific providers
+ pip install "cua-agent[openai]" # OpenAI computer-use-preview support
+ pip install "cua-agent[anthropic]" # Anthropic Claude support
+ pip install "cua-agent[omni]" # Omniparser + any LLM support
+ pip install "cua-agent[uitars]" # UI-TARS
+ pip install "cua-agent[uitars-mlx]" # UI-TARS + MLX support
+ pip install "cua-agent[uitars-hf]" # UI-TARS + Huggingface support
+ pip install "cua-agent[glm45v-hf]" # GLM-4.5V + Huggingface support
+ pip install "cua-agent[ui]" # Gradio UI support
```
diff --git a/docs/content/docs/quickstart-ui.mdx b/docs/content/docs/quickstart-ui.mdx
index ad6ea396..72bac935 100644
--- a/docs/content/docs/quickstart-ui.mdx
+++ b/docs/content/docs/quickstart-ui.mdx
@@ -72,7 +72,7 @@ Choose how you want to run your cua computer. **Cloud containers are recommended
2. Pull the CUA Ubuntu container
```bash
- docker pull trycua/cua-ubuntu:latest
+ docker pull --platform=linux/amd64 trycua/cua-ubuntu:latest
```
diff --git a/docs/package-lock.json b/docs/package-lock.json
new file mode 100644
index 00000000..e4379add
--- /dev/null
+++ b/docs/package-lock.json
@@ -0,0 +1,7189 @@
+{
+ "name": "docs",
+ "version": "0.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "docs",
+ "version": "0.0.0",
+ "hasInstallScript": true,
+ "dependencies": {
+ "fumadocs-core": "15.5.1",
+ "fumadocs-mdx": "11.6.7",
+ "fumadocs-ui": "15.5.1",
+ "lucide-react": "^0.525.0",
+ "mermaid": "^11.8.1",
+ "next": "15.3.3",
+ "next-themes": "^0.4.6",
+ "react": "^19.1.0",
+ "react-dom": "^19.1.0",
+ "remark": "^15.0.1",
+ "remark-gfm": "^4.0.1",
+ "remark-mdx": "^3.1.0",
+ "tailwind-merge": "^3.3.1",
+ "zod": "^3.25.76"
+ },
+ "devDependencies": {
+ "@tailwindcss/postcss": "^4.1.8",
+ "@types/mdx": "^2.0.13",
+ "@types/node": "22.15.28",
+ "@types/react": "^19.1.6",
+ "@types/react-dom": "^19.1.5",
+ "postcss": "^8.5.4",
+ "prettier": "^3.6.2",
+ "tailwindcss": "^4.1.8",
+ "typescript": "^5.8.3"
+ }
+ },
+ "node_modules/@alloc/quick-lru": {
+ "version": "5.2.0",
+ "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+ "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
+ "node_modules/@antfu/install-pkg": {
+ "version": "1.1.0",
+ "resolved": "https://registry.npmjs.org/@antfu/install-pkg/-/install-pkg-1.1.0.tgz",
+ "integrity": "sha512-MGQsmw10ZyI+EJo45CdSER4zEb+p31LpDAFp2Z3gkSd1yqVZGi0Ebx++YTEMonJy4oChEMLsxZ64j8FH6sSqtQ==",
+ "license": "MIT",
+ "dependencies": {
+ "package-manager-detector": "^1.3.0",
+ "tinyexec": "^1.0.1"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/antfu"
+ }
+ },
+ "node_modules/@antfu/utils": {
+ "version": "8.1.1",
+ "resolved": "https://registry.npmjs.org/@antfu/utils/-/utils-8.1.1.tgz",
+ "integrity": "sha512-Mex9nXf9vR6AhcXmMrlz/HVgYYZpVGJ6YlPgwl7UnaFpnshXs6EK/oa5Gpf3CzENMjkvEx2tQtntGnb7UtSTOQ==",
+ "license": "MIT",
+ "funding": {
+ "url": "https://github.com/sponsors/antfu"
+ }
+ },
+ "node_modules/@braintree/sanitize-url": {
+ "version": "7.1.1",
+ "resolved": "https://registry.npmjs.org/@braintree/sanitize-url/-/sanitize-url-7.1.1.tgz",
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+ "license": "MIT"
+ },
+ "node_modules/@chevrotain/cst-dts-gen": {
+ "version": "11.0.3",
+ "resolved": "https://registry.npmjs.org/@chevrotain/cst-dts-gen/-/cst-dts-gen-11.0.3.tgz",
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+ "license": "Apache-2.0",
+ "dependencies": {
+ "@chevrotain/gast": "11.0.3",
+ "@chevrotain/types": "11.0.3",
+ "lodash-es": "4.17.21"
+ }
+ },
+ "node_modules/@chevrotain/gast": {
+ "version": "11.0.3",
+ "resolved": "https://registry.npmjs.org/@chevrotain/gast/-/gast-11.0.3.tgz",
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+ }
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+ "node_modules/@chevrotain/regexp-to-ast": {
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+ "optional": true,
+ "dependencies": {
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+ "cpu": [
+ "ppc64"
+ ],
+ "license": "MIT",
+ "optional": true,
+ "os": [
+ "aix"
+ ],
+ "engines": {
+ "node": ">=18"
+ }
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+ "android"
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+ "node": ">=18"
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+ "darwin"
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+ }
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diff --git a/docs/public/img/som_box_threshold.png b/docs/public/img/som_box_threshold.png
new file mode 100644
index 00000000..80c89b31
Binary files /dev/null and b/docs/public/img/som_box_threshold.png differ
diff --git a/docs/public/img/som_iou_threshold.png b/docs/public/img/som_iou_threshold.png
new file mode 100644
index 00000000..0fa3c9c1
Binary files /dev/null and b/docs/public/img/som_iou_threshold.png differ
diff --git a/docs/src/components/iou.tsx b/docs/src/components/iou.tsx
index 275f2c4d..ad342304 100644
--- a/docs/src/components/iou.tsx
+++ b/docs/src/components/iou.tsx
@@ -1,26 +1,53 @@
'use client';
import React, { useRef, useEffect, useState, useCallback } from 'react';
+/**
+ * Represents a rectangle with position, dimensions, styling, and identification
+ */
interface Rectangle {
+ /** The x-coordinate of the rectangle's left edge */
left: number;
+ /** The y-coordinate of the rectangle's top edge */
top: number;
+ /** The width of the rectangle */
width: number;
+ /** The height of the rectangle */
height: number;
+ /** The fill color of the rectangle */
fill: string;
+ /** The display name of the rectangle */
name: string;
}
+/**
+ * Props for the IOU component
+ */
interface IOUProps {
+ /** The title to display above the visualization */
title: string;
+ /** The description text to display below the IOU value */
description: string;
+ /** The first rectangle for IOU calculation */
rect1: Rectangle;
+ /** The second rectangle for IOU calculation */
rect2: Rectangle;
}
+/**
+ * A React component that visualizes and calculates the Intersection over Union (IOU)
+ * of two rectangles on a canvas
+ * @param props - The component props
+ * @returns The rendered IOU visualization component
+ */
export default function IOU({ title, description, rect1, rect2 }: IOUProps) {
const canvasRef = useRef(null);
const [actualIOU, setActualIOU] = useState(0);
+ /**
+ * Converts a rectangle to a bounding box with left, right, top, and bottom coordinates
+ * @param rect - The rectangle to convert
+ * @returns An object containing the bounding box coordinates
+ */
const getBbox = (rect: Rectangle) => ({
left: rect.left,
right: rect.left + rect.width,
@@ -28,6 +55,12 @@ export default function IOU({ title, description, rect1, rect2 }: IOUProps) {
bottom: rect.top + rect.height,
});
+ /**
+ * Calculates the intersection area between two bounding boxes
+ * @param bbox1 - The first bounding box
+ * @param bbox2 - The second bounding box
+ * @returns The area of intersection between the two bounding boxes
+ */
const calcIntersection = (bbox1: any, bbox2: any): number => {
const x1 = Math.max(bbox1.left, bbox2.left);
const x2 = Math.min(bbox1.right, bbox2.right);
@@ -43,10 +76,18 @@ export default function IOU({ title, description, rect1, rect2 }: IOUProps) {
return intersection;
};
+ /**
+ * Calculates the area of a rectangle
+ * @param rect - The rectangle to calculate area for
+ * @returns The area of the rectangle
+ */
const calcArea = (rect: Rectangle): number => {
return rect.width * rect.height;
};
+ /**
+ * Draws the rectangles on the canvas and calculates the IOU value
+ */
const drawCanvas = useCallback(() => {
const canvas = canvasRef.current;
if (!canvas) return;
diff --git a/examples/computer-example-ts/.env.example b/examples/computer-example-ts/.env.example
index 0496a574..260259a3 100644
--- a/examples/computer-example-ts/.env.example
+++ b/examples/computer-example-ts/.env.example
@@ -1,3 +1,3 @@
-OPENAI_KEY=
-CUA_KEY=
+OPENAI_API_KEY=
+CUA_API_KEY=
CUA_CONTAINER_NAME=
\ No newline at end of file
diff --git a/examples/computer-example-ts/README.md b/examples/computer-example-ts/README.md
index 935588aa..500362c9 100644
--- a/examples/computer-example-ts/README.md
+++ b/examples/computer-example-ts/README.md
@@ -19,8 +19,8 @@ This example demonstrates how to control a cua Cloud container using the OpenAI
2. **Set up environment variables:**
Create a `.env` file with the following variables:
- - `OPENAI_KEY` β your OpenAI API key
- - `CUA_KEY` β your cua Cloud API key
+ - `OPENAI_API_KEY` β your OpenAI API key
+ - `CUA_API_KEY` β your cua Cloud API key
- `CUA_CONTAINER_NAME` β the name of your provisioned container
3. **Run the example:**
diff --git a/examples/computer-example-ts/package-lock.json b/examples/computer-example-ts/package-lock.json
new file mode 100644
index 00000000..ecee9d6f
--- /dev/null
+++ b/examples/computer-example-ts/package-lock.json
@@ -0,0 +1,841 @@
+{
+ "name": "computer-example-ts",
+ "version": "1.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
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diff --git a/examples/computer-example-ts/src/index.ts b/examples/computer-example-ts/src/index.ts
index 1077e088..d58a9843 100644
--- a/examples/computer-example-ts/src/index.ts
+++ b/examples/computer-example-ts/src/index.ts
@@ -4,13 +4,13 @@ import { executeAction } from "./helpers";
import "dotenv/config";
-const openai = new OpenAI({ apiKey: process.env.OPENAI_KEY });
+const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });
const COMPUTER_USE_PROMPT = "Open firefox and go to trycua.com";
// Initialize the Computer Connection
const computer = new Computer({
- apiKey: process.env.CUA_KEY!,
+ apiKey: process.env.CUA_API_KEY!,
name: process.env.CUA_CONTAINER_NAME!,
osType: OSType.LINUX,
});
diff --git a/libs/kasm/README.md b/libs/kasm/README.md
index 6a504507..2a383535 100644
--- a/libs/kasm/README.md
+++ b/libs/kasm/README.md
@@ -21,18 +21,6 @@ docker build -t cua-ubuntu:latest .
### Pushing to Registry
-To push the container to a Docker registry:
-
-```bash
-# Tag for your registry (replace with your registry URL)
-docker tag cua-ubuntu:latest your-registry.com/cua-ubuntu:latest
-
-# Push to registry
-docker push your-registry.com/cua-ubuntu:latest
-```
-
-For Docker Hub:
-
```bash
# Tag for Docker Hub (replace 'trycua' with your Docker Hub username)
docker tag cua-ubuntu:latest trycua/cua-ubuntu:latest
diff --git a/libs/lume/docs/Development.md b/libs/lume/Development.md
similarity index 76%
rename from libs/lume/docs/Development.md
rename to libs/lume/Development.md
index cbaa4df5..0ddf8c5e 100644
--- a/libs/lume/docs/Development.md
+++ b/libs/lume/Development.md
@@ -10,6 +10,14 @@ Lume development requires:
- macOS Sequoia 15.2 or higher
- (Optional) VS Code with Swift extension
+If you're working on Lume in the context of the Cua monorepo, we recommend using the dedicated VS Code workspace configuration:
+
+```bash
+# Open VS Code workspace from the root of the monorepo
+code .vscode/lume.code-workspace
+```
+This workspace is preconfigured with Swift language support, build tasks, and debug configurations.
+
## Setting Up the Repository Locally
1. **Fork the Repository**: Create your own fork of lume
diff --git a/libs/lume/README.md b/libs/lume/README.md
index ac4257e0..c90c250a 100644
--- a/libs/lume/README.md
+++ b/libs/lume/README.md
@@ -23,174 +23,42 @@
-
```bash
lume run macos-sequoia-vanilla:latest
```
-## Development Environment
+## Quickstart
-If you're working on Lume in the context of the CUA monorepo, we recommend using the dedicated VS Code workspace configuration:
-
-```bash
-# Open VS Code workspace from the root of the monorepo
-code .vscode/lume.code-workspace
-```
-This workspace is preconfigured with Swift language support, build tasks, and debug configurations.
-
-## Usage
-
-```bash
-lume