Command-line interface for managing FluxLoop projects, generating test inputs, and running agent simulations with Web Platform integration.

# 1. Initialize a new project
fluxloop init scenario --name my-agent
cd my-agent

# 2. Authenticate with Web Platform
fluxloop auth login

# 3. Generate test inputs
fluxloop generate --limit 20

# 4. Run tests
fluxloop test

# 5. Upload results
fluxloop sync upload

fluxloop init - Create new projects or initialize existing ones.

fluxloop auth - Manage authentication with the Web Platform. fluxloop sync pull - Download scenarios, criteria, and bundles from the cloud. fluxloop sync upload - Upload results, local scenarios, and bundles to the cloud.

fluxloop generate - Generate synthetic test inputs. fluxloop test - Execute agent tests locally. fluxloop status - Check project and test status.

fluxloop personas - Manage test personas. fluxloop inputs - Manage base and generated inputs. fluxloop bundles - Manage test input bundles.