Use the `truffile` CLI to manage Truffle devices and Truffle apps from the command line: scan/connect, create, validate, deploy, list installed apps, delete apps, and manage the Obsidian bridge app. Use `truffile-chat` for talking to the agent and `truffile-infer` for raw model inference.
Talk to the Truffle agent on a connected Truffle device using the `truffile chat` CLI without dropping into the interactive REPL. Use when the user wants to send a message to the agent, attach apps to a task, list installed apps or recent tasks, resume a previous task, or get the agent's response back as JSON for further processing. Everything is doable through CLI args — no interactive input is required.
Run a single one-shot inference on a connected Truffle device using the `truffile infer` CLI without dropping into the interactive REPL. Use when the user wants to invoke a model on their Truffle from the command line, pipe a prompt in, get JSON output back, list available models or tools, or call an MCP tool directly. Everything is doable through CLI args — no interactive input is required.
Create Truffle apps from scratch or by porting existing MCP servers and open source projects. Use when the user asks to "make an app", "create a truffle app", "build an integration", "port this to truffle", or wants to connect a new service to their Truffle device. Guides through research, architecture decisions, implementation, testing, and deployment.