القائمة
Search, download, translate, and summarize academic papers. Use when user asks to find papers, read a paper, translate a PDF, or generate a research briefing with references.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
Generate, edit, and read PowerPoint presentations. Create from scratch with PptxGenJS (cover, TOC, content, section divider, summary slides), edit existing PPTX via XML workflows, or extract text with markitdown. Triggers: PPT, PPTX, PowerPoint, presentation, slide, deck, slides.
Submit, monitor, and manage SLURM compute jobs on the PVE cluster (ctl + node01). Covers sbatch, srun, squeue, scancel, sacct, and MiQi-specific job templates.
Deliver content to Feishu (飞书) in the appropriate format: plain text for quick replies, card messages for structured info, Feishu Docs for long reports, calendar events for meetings, and tasks for action items. Use whenever the output should go to a Feishu user or group.
Schedule reminders and recurring tasks.
| name | paper-research |
| description | Search, download, translate, and summarize academic papers. Use when user asks to find papers, read a paper, translate a PDF, or generate a research briefing with references. |
| metadata | {"miqi":{"emoji":"📚"}} |
Full workflow: search → download → (translate) → summarize → report.
| Tool | Purpose |
|---|---|
paper_search | Search by keyword/author/topic (Semantic Scholar) |
paper_get | Fetch metadata + abstract for a known paper ID or DOI |
paper_download | Download PDF to workspace/artifacts/papers/ |
mcp_pdf2zh_translate_pdf | Translate PDF (en→zh or other); returns mono + dual PDF paths. Requires pdf2zh MCP server (miqi config pdf2zh). |
web_search | Fallback for news, preprints not yet indexed |
When the user asks for a research briefing (e.g. "最新量子计算进展"):
paper_search — 3–5 searches with varied keywords; collect 10–20 candidatesReferences format:
[1] Author et al. (Year). Title. Journal. https://doi.org/...
[2] ...
Never fabricate DOIs or URLs — only use what paper_search/paper_get returns.
# Download (saves to workspace/artifacts/papers/<title>.pdf)
paper_download(paper_id="<semantic_scholar_id_or_doi>")
# Translate to Chinese (requires pdftranslate-mcp, registered as the `pdf2zh` server)
mcp_pdf2zh_translate_pdf(file="<absolute_path>", lang_in="en", lang_out="zh")
# Returns: {"mono_pdf": "...", "dual_pdf": "..."}
Use dual_pdf when the user wants to read both languages side-by-side.
Use mono_pdf when the user only wants the translation.
When creating a scheduled briefing (e.g. "每天早上9点发量子计算简报"):
message as a full self-contained prompt including topic, language, format, and reference requirement"Search for the latest quantum computing papers and news from the past 7 days. Write a Chinese briefing with key findings and a References section. Send via feishu."tz="Asia/Shanghai" and cron_exprIf paper_search returns no results, try web_search with site filters:
web_search("quantum computing 2026 site:arxiv.org OR site:nature.com")