Menu
Use when the user asks to prepare a PhD interview deck, professor meeting slides, research presentation PPT, slide-by-slide speaking notes, or interview visuals. Structure CV, project files, and supervisor fit into an interview-ready academic deck, and generate visuals when explicitly requested.
Use when the user asks to write a cold email, draft an outreach email, follow up with a professor, or prepare other supervisor-facing application emails. Based on the shared application profile and target supervisor information, generate first-contact emails, follow-ups, interview thank-you notes, and offer-related communication.
Use when the user asks to analyze a CV or resume, extract an applicant profile, review a resume, or parse a CV. Read the user's CV or resume, produce a structured research application profile, and write it to the shared memory file for reuse by other application skills.
Use when the user asks to polish a CV or resume, improve a CV, tailor a resume, or optimize a CV. Based on the shared application profile, suggest revisions or produce rewrites for structure, phrasing, and target-program fit.
Use when the user asks to draft or revise an SOP, personal statement, motivation letter, research proposal, recommendation-letter draft, or similar application document. Based on the shared application profile and user materials, generate research application documents.
Use when the user asks to analyze research gaps, find research gaps, generate research ideas, or analyze papers for gaps. Read a set of papers, summarize methods and limitations, identify open questions, and propose executable research ideas aligned with the user's profile.
Use when the user asks to prepare for an interview, run a mock interview, practice interview questions, or get ready for a graduate application interview. Generate question sets, simulate Q&A, and provide feedback around the target supervisor, program, and the user's own experience.
| name | interview-ppt |
| description | Use when the user asks to prepare a PhD interview deck, professor meeting slides, research presentation PPT, slide-by-slide speaking notes, or interview visuals. Structure CV, project files, and supervisor fit into an interview-ready academic deck, and generate visuals when explicitly requested. |
../../memory.md first.cv_profile_analyzed is not complete, but the user has already provided enough materials in the current conversation, continue directly and do not block forcibly.zh, en, and bilingual.preferred_language from memory.md.life-science-research can be linked first.Determine and narrow the deck type according to the scenario:
meeting: outreach, first meeting, professor communicationformal-interview: PhD interview, scholarship interview, panel interviewproject-presentation: focused explanation of 1 to 2 projectsIf the user does not specify it, default to formal-interview.
Before organizing the deck, first determine visual mode. The priority order is:
Supported explicit switches:
visuals:onvisuals:offwith-visualsno-visualsRules:
on.off even if visuals are mentioned elsewhere in the context.off.on, if the current host provides image generation / image-gen capability, generate visuals directly; if the current host does not have that capability, fall back to image prompts and layout suggestions.Prioritize confirming:
on or offWhen outputting, prioritize a high-information-density, low-redundancy academic meeting structure rather than CV-style slide flipping.
Common page order:
Do not mechanically reuse the original project-document structure of background / aim / data / summary.
Prioritize restructuring into forms that fit a meeting better, for example:
If the user wants it to be easier to present orally, prioritize:
For each page, output by default:
Style requirements:
If the user wants a spoken script, default to short English speaking notes:
When a page needs visuals and visual mode is off, prioritize providing:
When visual mode is on:
For project pages, prioritize:
If the user requests a page matching the professor's research direction:
If the user requests future research interests:
Each direction should include as much as possible:
If the user wants it shorter, compress it into:
Output high-value content in the following order:
on, otherwise visual suggestionsIf the user already has an existing PPT, prioritize revising only the specified pages rather than rebuilding the whole deck.