Submission-grade Nature/high-impact journal figure workflow for Python or R. Use whenever the user asks to create, revise, audit, or polish manuscript figures, multi-panel scientific plots, figures4papers-style matplotlib plots, or journal-ready SVG/PDF/TIFF…
Design source-grounded computer-vision paper overviews and method illustrations using Sivia's paired visual case library; reconstruct approved designs as editable PPTX or draw.io and make scoped revisions. Use for paper-to-figure, visual reference selection,…
Create, edit, replicate, and iteratively refine editable research and technical diagrams in diagrams.net/draw.io (.drawio XML) from prompts, papers, repositories, screenshots, or existing diagrams. Use when asked to generate a scientific figure, paper method…
Always use when user asks to create, generate, draw, or design a diagram, flowchart, architecture diagram, ER diagram, sequence diagram, class diagram, network diagram, mockup, wireframe, or UI sketch, or mentions draw.io, drawio, drawoi, .drawio files, or…
Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, SysML / MBSE diagrams (block definition, internal block, requirement, parametric), BPMN business process diagrams, swimlane /…
Orchestrates project-centered research, including observed-phenomenon diagnosis, research problem discovery, required related-work checks before method design, baseline reproduction, datasets, evaluation, and experiment handoff. Use when a user observes a…
Write source-grounded research experiment reports and experiment-log entries for ML/vision/graphics/robotics projects. Default durable destination is Notion; Feishu/Lark or Obsidian/Markdown only when the user explicitly names them. Use when the user asks…
Feishu/Lark document and wiki workflow for reading, editing, structuring, and verifying docs, wiki pages, paper cards, meeting notes, deep dives, images, and drive-native Markdown through the local `lark-cli`. Use when the user provides a…
Notion document and database workflow for reading, editing, structuring, and verifying pages used by research skills (paper cards, deep dives, surveys, meeting notes, bilingual archives). Use when the user provides a notion.so URL, names Notion as the…
Canonical platform-neutral delivery standard for source-grounded Paper Cards and compact Paper Abstract Cards in Feishu/Lark, Notion, Obsidian/Markdown, surveys, deep dives, meeting notes, and research trackers. Use whenever the user asks to整理/补全/生成/审核 paper…
Canonical single-paper deep-dive delivery standard, with Notion as the durable target. Use whenever the user mentions deep dive, 深读, 详细解析, detailed-read, dive into a paper, full paper reading, 原文中译稿, or asks to audit/repair a deep-dive package. Produces one…
Import a paper's original and pdf2zh Chinese PDFs into Notion as a correctly nested child-page package, then repair the Chinese manuscript against the deep-dive standard. Use when the user gives an arXiv PDF URL or paper title and asks to pdf2zh, import the…
Plan and track baseline/method reproduction and build reproducibility packages: code, data provenance, environment, configs, exact commands, seeds, logs, metrics, figures, checksums, and known issues. Use for baseline reproduction, reproducing paper results,…
Build literature surveys from paper collections: taxonomy, literature tree, challenge-insight tree, novelty tree, method comparison tables, benchmark/dataset map, reading order, and Feishu/Lark, Notion, or Obsidian survey organization. Use when the user asks…
Create, update, or normalize the user's weekly research summary under the Week Summary hub (GPT weekly picks, paper notes, progress/plans, reflection). Use when the user asks for 周总结, 周报, weekly summary, GPT Weekly Pick, weekly paper pick, or to…
Create, update, or repair English–Chinese paired README and other Markdown documents in GitHub repositories, including Awesome paper lists. Use for 仓库英中对照、README 英中对照、漏译修复 and associated paper-resource enrichment; not for Chinese-only translations, Notion…
Design, build, revise, or audit durable academic research atlas websites that combine project-style introductions, searchable paper collections, multidimensional taxonomies, datasets, assets, and statistics. Use for standalone research knowledge websites; do…
Chinese-first technical/research writing standard for Feishu/Lark pages, Notion pages and databases, Obsidian/LLM Wiki notes, paper cards, daily reviews, meeting notes, paper deep dives, source translations, and AI-generated Chinese documents. Use whenever…
用 Codex 直接维护客制化 LLM Wiki / Markdown 知识库。Use when the user wants Codex to ingest sources, query with citations, lint, analyze knowledge graph, manage review/deep-research queues, or emulate nashsu/llm_wiki without an app, API key, or local model server.
Run the user's daily科研经营复盘 / Daily Research Operating Review and persist it in Feishu/Lark, Notion, or Obsidian/Markdown. Use when the user says they want to start, continue, write, or organize a daily review, daily research review, 每日复盘, 科研复盘, 今日复盘, or asks…
Use when collecting, OCRing, summarizing, routing, and cleaning up internship interview screenshots or research-intake screenshots from Photos albums such as Intern, Research Intake, or research intern related albums in WorldModelVault.
Route creation, editing, migration, and verification of research documents across Feishu/Lark, Notion, and Obsidian/Markdown while preserving content contracts, hierarchy, formulas, images, captions, links, and source provenance. Use whenever a task-specific…
Canonical platform-neutral source archive workflow for web articles, essays, research-method posts, pasted source text, browser/Obsidian web-clipper captures, and similar non-paper sources delivered to Feishu/Lark, Notion, or Obsidian/Markdown when the user…
Obsidian/Markdown vault workflow for reading, editing, structuring, and verifying notes used by research skills (paper cards, deep dives, surveys, wiki pages, meeting notes). Use when the user gives a vault path or .md note, names Obsidian/WorldModelVault as…
Use this skill whenever the user wants to learn, understand, explain, clarify, rebuild, review, or study a concept, language point, research paper, method, pipeline, mathematical idea, scientific model, programming concept, or domain vocabulary. Trigger it…
Use when summarizing or revising AI总结 sections in Obsidian clipping notes, especially Bilibili/video/subtitle notes under WorldModelVault. Produces concise Chinese summaries with a small vertical centered Mermaid flowchart, moderate structure, and…
从论文 PDF Workflow:本地 MinerU 提取 Markdown,在 Cursor/Codex 会话内生成 Marp 幻灯(不使用额外 LLM/生图 API),再本地导出 pptx/PDF。Use when the user wants paper-to-slides, paper to PPT, thesis deck, or Marp export without OpenAI/Gemini/OpenRouter keys.
Orchestrator for the full academic research pipeline: research, write, integrity check, review, revise, re-review, re-revise, final integrity check, and finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage…
Router for Academic Research Skills. Use for deep research, literature review, systematic review, academic-paper drafting, peer-review simulation, research-to-paper pipelines, claim/citation/integrity gates, experiment planning, or ARS-style workflows.
Codex-native Academic Research Skills suite for deep research, academic paper writing, manuscript review, full research-to-paper pipelines, and experiment planning or validation. Use when the user asks for deep research, literature review, systematic review,…
Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan, Socratic guided research dialogue, and systematic review…
Draft, revise, or audit research grant proposals, project narratives, specific aims, significance/innovation/approach sections, broader impacts, budgets, milestones, risk plans, and reviewer-facing proposal strategy. Use for Grant Writer, Research Grant…
Add strict Nature/CNS citations to manuscript text by splitting long passages into citable segments, searching only accepted flagship and subjournal titles from Nature Portfolio, the AAAS Science family, and Cell Press, filtering by publication time range,…