| name | Document Assist |
| description | This skill should be used when the user asks to "write SOP", "draft personal statement", "write motivation letter", "write research proposal", "draft recommendation letter", "help with application essay", or runs /ra:doc-assist. It assists with various application documents. |
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.
| Type | Purpose | Typical Length |
|---|
sop | Statement of Purpose | 500-1000 words |
motivation | Motivation Letter | 500-800 words |
rp | Research Proposal | 1000-2000 words |
referee | Recommendation Letter draft | 300-500 words |
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
- Read cv_profile from
.local.md
- Collect material via AskUserQuestion
- 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
- Write draft section by section, pausing for user input at key decision points
- 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
