xujingchen1996/research-app-toolkit/document-assist

Document Assist Skill

Prerequisite Check

Read ${CLAUDE_PLUGIN_ROOT}/.local.md. If cv_profile_analyzed is not true or the ## CV Profile section is empty, output:

未检测到 CV 画像。 请先运行 /ra:cv-analyze 分析你的 CV，其他功能依赖 CV 画像数据。

Output this message and stop immediately.

Document Types

Parse $ARGUMENTS to determine type. Default to sop if not specified.

Material Collection (ALWAYS ask, no personalization toggle)

For all document types, always collect material through AskUserQuestion. Do not ask about personalization -- material collection is mandatory.

• Target program and university?
• Specific research group or professor?
• Key experiences to include (pre-fill suggestions from cv_profile)?
• Personal motivation/story for pursuing this degree?
• Career goals after graduation?
• Any specific requirements from the program?

Writing Process

1. Read cv_profile from .local.md
2. Collect material via AskUserQuestion
3. Generate structured outline based on document type:

• SOP: intro -> academic background -> research experience -> motivation -> fit with program -> career goals -> conclusion
• Motivation Letter: intro -> why this field -> relevant experience -> why this program -> future plans
• RP: research question -> literature review -> methodology -> expected contribution -> timeline
• Referee Letter: relationship context -> candidate strengths -> specific examples -> summary endorsement

1. Write draft section by section, pausing for user input at key decision points
2. Review for consistency with cv_profile

Writing Rules

• Write in the language specified by user or matching the target program
• Maintain authentic voice -- do not fabricate experiences
• Cross-reference with cv_profile to ensure consistency
• For RP: include proper citation format suggestions
• For referee letters: write from the referee's perspective, not the applicant's