Keep Claude working toward a goal – Claude Code Docs (code.claude.com)

Claude has introduced a new command, /goal, that enables users to set completion conditions for tasks, allowing the AI to autonomously work towards specific objectives without requiring constant prompts. This feature is particularly significant for the AI/ML community as it streamlines workflows by allowing Claude to evaluate whether the set condition is met after each turn, automatically determining when to continue or stop based on pre-defined criteria. Such capabilities can transform the way developers handle extensive programming tasks, like migrating code or testing modules, by reducing manual oversight. Key technical details include the ability for /goal to maintain a single active goal per session and to execute evaluations after each turn using a small fast model. Users can write specific conditions that Claude can demonstrate through its outputs. The command can also work in non-interactive modes, enhancing its utility for automated processes or remote control scenarios. By utilizing conditions that focus on measurable end states, the /goal feature allows for structured, efficient task management, paving the way for more sophisticated and automated application development workflows in AI-driven environments.