CLI & MCP for governed creative agents.
Connect local tools, project agents, and Studio operations without turning production work into a loose chat thread or exposing account-wide context.
Agent boundary
- Workspace and project context stays scoped to the active task.
- Raw secrets never need to be copied into an agent prompt.
- Paid creation still waits for a signed-in account, quote, and governed approval.
- Outputs link back to Studio so teams can inspect source, readiness, assets, and runs.
Local agent workflow
Let project agents inspect workspace context, prepare project starts, and return evidence without jumping into Studio manually.
Scoped MCP context
Expose only the workspace, project, reference, asset, and quote context an agent needs for the current task.
Governed handoff
Move from reference analysis to project creation, quote review, approvals, and generation execution with clear boundaries.
What agents can safely do
Use CLI and MCP surfaces for discovery, preparation, summaries, route-safe evidence, and project handoff. Studio remains the place where people review quotes, approve source use, and start paid generation.
01
Discover
Agent reads the selected workspace, project brief, references, and reusable assets.
02
Prepare
Louie turns the request into a project-ready plan with source requirements and next actions.
03
Review
The user sees the plan and the all-in generation quote before execution.
04
Execute
Approved work runs through governed Studio workflows and returns assets plus evidence.
{
"workspace": "current signed-in workspace",
"project": "selected project or new project seed",
"references": ["uploaded media", "Explorer idea", "source asset"],
"allowed_actions": ["inspect", "prepare", "summarize", "request_quote"],
"human_required_for": ["payment setup", "source approval", "generation execution"]
}