cyl0411-skills

Collect conference proceedings literature end to end: scrape official program and DBLP/Crossref metadata, download ACM/IEEE PDFs through an isolated per-task browser proxy, record missing papers, screen quantum/QEC candidates, archive yearly PDFs, and produce Chinese research reports. Use when the user asks to collect ASP-DAC/DAC/ICCAD/DATE or similar conference papers, download full texts with local institutional access, organize missing-paper spreadsheets, or find QEC/quantum simulator related work.

Review, revise, compress, and version Chinese CV/resume content for digital IC backend roles. Use when working on semiconductor CVs that mention Netlist-to-GDSII, PnR, STA, DRC/LVS, IR Drop, PG connectivity, Power Plan/Power Planning, ASIC tapeout, chip testing, EDA tools, internship/project sections, paper results, or when the user asks to make CV wording accurate, concise, professional, realistic, consistently formatted, or commit large CV revisions.

文献猎手 (Literature Scout) — 负责多源文献检索、筛选和分类，构建文献矩阵。 当被研究主管指派收集文献时激活。使用 Exa、ArXiv API、Semantic Scholar 等工具 进行系统化文献检索。

Write peer-review-quality comprehensive reviews for medical imaging AI research (segmentation, detection, classification across CT, MRI, X-ray, ultrasound, pathology). Use this skill whenever the user wants to produce a survey paper, systematic review, literature analysis, or "综述" on deep learning for medical imaging; whenever they mention writing a "review paper" / "literature review" / "系统综述" / "narrative review" / "scoping review" in a medical-AI context; whenever they want a draft suitable for journal submission rather than internal notes; whenever they need help organizing a multi-section method survey with vendor / regulatory / clinical translation coverage. This skill enforces fact-checking, citation integrity, and flagship-review writing voice — NOT a fill-in-the-blank template that invites hallucination. Use it especially when the goal is a publishable manuscript and not just a draft to discuss.

论文分析师 (Paper Analyst) — 负责精读论文、提取方法细节、构建对比表。 当被研究主管或文献侦查员指派分析论文时激活。对 Top 20 核心论文进行结构化分析， 生成论文分析卡片和跨论文对比表。

质量编辑 (Quality Editor) — 负责综述论文的术语一致性、引用完整性和 整体质量审校。当被研究主管或论文撰写员指派审校时激活。生成审校报告 并修正发现的问题。

综述总监 (Survey Director) — 负责AI/ML前沿综述论文的选题规划、大纲设计、 任务分配与终审。当用户提出综述写作需求时激活。协调 5 个 Agent 完成从选题到终稿的全流程。

综述写手 (Survey Writer) — 负责按模板撰写综述论文各章节。 当被研究主管或论文分析师指派写作时激活。基于论文分析卡片和对比表， 按学术写作规范撰写完整的综述论文。

Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion) via MCP tools (PubMed, CrossRef, arXiv). Use when the user needs coordinated multi-step literature workflows beyond a single MCP call.

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 outputs, especially for Nature-family or other high-impact journals. Before plotting, define the figure's conclusion, evidence logic, export needs, and review risks. If the user has not chosen Python or R, ask "Python or R?" and stop. Use only the selected backend for figure generation, previewing, exporting, and QA. Supports matplotlib/seaborn and ggplot2/patchwork/ComplexHeatmap. Not for dashboards or Illustrator/Figma-first infographics.

Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications article patterns, and phrase-level support from Academic Phrasebank. Use whenever the user asks to polish a manuscript paragraph, abstract, introduction, results, discussion, conclusion, title, methods section, or Chinese academic draft for publication-quality English.

Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract, introduction, related-work, method, experiments, discussion, conclusion, title, or full manuscript argument rather than only polish finished prose.

AI-driven multi-format SVG content generation system. Converts source documents (PDF/DOCX/URL/Markdown) into high-quality SVG pages and exports to PPTX through multi-role collaboration. Use when user asks to "create PPT", "make presentation", "生成PPT", "做PPT", "制作演示文稿", or mentions "ppt-master".

Plan, build, run, and review digital IC RTL pre-simulation testbenches with reproducible logs and waveforms. Use when working on RTL front-end simulation, Verilog/SystemVerilog testbenches, SoC/IP smoke tests, VCS/WSL simulation runs, waveform review, or simulation result collection.

Look up Cadence Innovus command usage from a local Innovus Text Command Reference, especially when the user asks how to use Innovus commands, options, examples, command order, or related PnR flow commands. Use when files such as innovus_manual.txt, innovus命令手册.pdf, or docs/innovus_flow_commands are available or when the user asks to search the Innovus command manual.

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