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RAM-first memory system with automatic short-term and long-term recall.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
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.
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.
| name | memory |
| description | RAM-first memory system with automatic short-term and long-term recall. |
| always | true |
memory/MEMORY.md — Long-term facts (preferences, project context, relationships). Always loaded into your context.memory/LTM_SNAPSHOT.json — Auto-maintained long-term memory snapshot.memory/LESSONS.jsonl — Self-improvement lessons learned from interactions.Write important facts immediately using edit_file or write_file:
Old conversations are automatically summarized into RAM-based short-term memory when the session grows large. Long-term facts are extracted to MEMORY.md and LTM_SNAPSHOT.json. You don't need to manage this.