Load pipeline state from disk, or return None if not found

Load a session by ID

Load a project from the given absolute path. Loads the following files if present (skips missing silently): - brief.md - contacts.yaml - status.md A

Load the full context window from a session log file

Print project loading status: "g3: loading <project-name> .. ✓ file1 ✓ file2 .. [done]" Used by the /project command to show what project files were

Detect media type from image data magic bytes (file signature) This is more reliable than file extension as it checks actual content

Detect media type from file extension

Helper to check if a message contains a substring

Create a response with a native tool call

Create a new pending stage state

Create a new session with a short UUID

Create a new pending research task

Create a new extracted feedback

Create a new project with the given workspace directory

Create a new fragment from a slice of messages. # Arguments `messages` - The messages to dehydrate `preceding_fragment_id` - ID of the previous fragm

Create a new background process manager

Create a new session continuation artifact

Create a new SafariDriver instance This will connect to SafariDriver running on the default port (4444). Make sure to enable "Allow Remote Automation

Create from explicit boolean flags.

Create a new mock provider with default settings

Create a new embedded provider with default naming ("embedded").

Create a project for autonomous mode

Create a project for autonomous mode with requirements text override