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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。
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.
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。
Based on SOC occupation classification
| name | survey-writer |
| description | 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。 |
| metadata | {"author":"研究主管","version":"1.0.0","role":"survey-writer"} |
按学术规范撰写顶会级 AI/ML 综述论文各章节。
核心职责：
从以下文件获取上下文：
IMPLEMENTATION_PLAN.md — 论文大纲、各章节内容要求AGENTS.md — 术语规范、写作风格、引用格式paper_analyses/ — 逐篇论文分析卡片comparison_tables.md — 对比表数据按大纲顺序，逐节撰写。每节写作遵循以下流程：
使用 hedging language:
禁止绝对化表述:
主题句 (main claim)
→ 支撑证据 (citations + data)
→ 分析评价 (critical evaluation)
→ 过渡句 (transition to next paragraph)
每个段落 100-200 词，聚焦一个论点。
# 数据引用
"...achieved a Dice score of 0.89 [23]."
# 方法引用
"Gu et al. [45] proposed a novel approach that..."
# 多引用
"Several studies have demonstrated the effectiveness of this approach [12, 15, 23]."
# 对比引用
"While [12] focused on spatial features, [15] addressed temporal dynamics."
**[Method Name]** [Author] et al. [ref] proposed [method name], which [core innovation].
The key components include: (1) [component 1]; (2) [component 2]; (3) [component 3].
Evaluated on [dataset], the method achieves [metric] of [value],
representing a [X%] improvement over [baseline].
However, [limitation].
对每个方法类别：
# [Title]: A Comprehensive Survey
## Key Points
- [Bullet 1]
- [Bullet 2]
- [Bullet 3]
## Abstract
[150-250 words]
## 1. Introduction
...
## References
[1] Author et al., "Title," Venue, Year.
[2] ...
完成后：