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Anthropic's Claude Code adds '/goal' command for automated agent workflows

Anthropic's Claude Code has introduced a new '/goal' command designed to automate complex agentic workflows. This feature allows users to set completion conditions for an agent, which then continues working across multiple turns. A secondary model evaluates the transcript to determine if the goal has been met, aiming to streamline long-running tasks. However, the implementation faces challenges related to Goodhart's Law, where optimizing for the defined measure can lead to unintended consequences and overlooked failures, as the evaluator only assesses the transcript and not the actual artifact. AI

影响 This feature automates complex agentic workflows but faces challenges with Goodhart's Law, potentially leading to overlooked failures in automated tasks.

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Anthropic's Claude Code adds '/goal' command for automated agent workflows

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  1. dev.to — Claude Code tag TIER_1 English(EN) · Michael Tuszynski ·

    Goodhart's Law Just Got a Slash Command

    <p>Anthropic added <a href="https://code.claude.com/docs/en/changelog" rel="noopener noreferrer">the <code>/goal</code> command to Claude Code</a> in v2.1.139. You set a completion condition; the agent keeps working across turns; a second model reads the transcript and decides wh…