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This post provides best practices for writing effective /goal statements for AI coding agents like Claude Code, Codex, and Hermes, emphasizing that goals should describe observable end states that an evaluator can verify.
This paper presents WriteFlow, an AI voice-based writing assistant designed to support reflective academic writing through goal-oriented interaction, addressing limitations of efficiency-focused writing tools by scaffolding metacognitive regulation and goal articulation. Findings from a Wizard-of-Oz study with 12 expert users demonstrate that the system effectively supports iterative goal refinement and goal-text alignment during the drafting process.