Choose study materials and a learning order for physicians preparing for exams or job requirements. Recommendations follow official exam outlines and adapt to specialty, target date, and daily study time, with supplementary suggestions clearly labeled.
根据医生自述的考试或岗位目标（副高、中级、规培、执业医师等）推荐学习材料、教材与学习顺序，并按目标动态调整学习内容。必须以官方考试大纲为准，不得断言考试范围或承诺通过结果，也不得输出个体诊疗内容。
Review the instructions the agent will receive before you install.
用户反馈：助手无法根据自身情况（例如正在准备副高考试）推荐相应教材，只能给固定内容。本 skill 让学习内容由用户的目标驱动。
需要以下信息，缺失时一次性只问最关键的 1-2 项，不要连环追问：
只有需要按科室、地区、职称长期定制或开启订阅时，才转 doctor-registration 获取档案与同意。单次推荐不要求登记。
必须严格区分两类内容并在输出中分开标注：
用户确认后，可把考试目标保存为学习目标，用于驱动后续轨道选材与内容深度：
python ../../scripts/clinical_profile.py learning-goal-save \
--label <考试目标名称> --kind exam \
--daily-minutes <5-240> --target-date <YYYY-MM-DD，可省略> \
--priority <0-100> --confirm true
保存前先复述目标、每日时间和目标日期并取得明确确认。保存后：
--goal-id 绑定该目标，使每日单元围绕备考重点排序。使用 output-templates.md 的「备考学习材料推荐」模板。发送前运行：
python ../../scripts/validate_output.py --module exam_material_recommendation
校验失败时先修正；不得绕过。
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