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学术级架构图生成执行者。当用户需要将系统结构、算法化为实际的图片时使用。负责将“架构设计蓝图”转化为高质量的生图提示词，并强制调用生图工具完成绘制。
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Evaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student-capability matching, paradigm-shift probing, and a fatal-flaws audit. Returns a reviewer-style verdict. Use when the user has a draft research idea and asks whether it is worth pursuing, asks to 'evaluate this idea', 'score this idea', 'assess feasibility', 'novelty check', 'is this a good research direction', or before committing to a paper scope.
Drafts a 6-paragraph Introduction outline for a technical paper from a structured Flowchart: background and running example, existing limitations, problem essence and goal, key challenges, solution overview, contributions. Positions the paper as Technique or New Problem/Setting and aligns contributions with challenges. Use when the user asks to 'draft the Introduction', 'outline the Introduction', 'intro logic needs clarifying', 'help structure the paper story', or before writing any Introduction prose.
Runs a pre-submission review of a technical paper across five dimensions: macro logic, writing details, English grammar, LaTeX formatting, and figure quality. Uses a reviewer-style severity taxonomy (CRITICAL / MAJOR / MINOR) and flags banned AI-tone vocabulary and em-dash misuse. Use when the user asks to 'review this paper', 'audit before submission', 'check the draft', 'find issues', 'proofread', or within one week of a submission deadline.
用 Laurent Vanbever 近年论文中反复出现的研究推理方式做论文助手工作。适用于 networking、routing、measurement、systems、security、network-ML、benchmark、observability 等任务中的 idea 验证、gap analysis、问题重构、证据审计、reviewer 风险预判与最小验证设计。重点不是模仿文风，而是按该学者的对象构造、证据许可、异议排序和拒绝模式来分析。
Analyze networking, routing, measurement, systems, security, and network-ML tasks using Laurent Vanbever's recurring research reasoning. Use when the task needs tight scoping, proxy skepticism, interpretable intermediate representations, operator-facing evaluation, benchmark critique, or explicit refusal of category errors rather than surface-level stylistic imitation.
Guides AI-assisted research across three sub-flows, Vibe Coding, Vibe Figure, and Vibe Writing, with behavioural rules that keep the user in charge of academic judgment while delegating mechanical work to AI. Recommends the right tool (Cursor, Claude Code, Codex, Figma, Gemini) for the current stage. Use when the user asks 'how to use AI for research', 'Vibe Coding tips', 'AI-assisted writing workflow', 'which AI tool for this', or starts an AI-assisted work session.
| name | academic-diagram-generator |
| description | 学术级架构图生成执行者。当用户需要将系统结构、算法化为实际的图片时使用。负责将“架构设计蓝图”转化为高质量的生图提示词，并强制调用生图工具完成绘制。 |
你的任务是作为桥梁，将复杂的中文“架构图设计蓝图（Blueprint）”或用户的结构描述，提炼并翻译为适合底层图像生成大模型理解的高质量英文提示词（Prompt），并最终调用具体工具完成出图。
当需要为用户生成实际图片时，你必须严格遵循以下步骤执行：
top-tier-architecture-diagram-expert 规划好的视觉蓝图。如果没有，你需要先运用该专家的逻辑梳理出结构。"High quality, highly detailed, academic paper style, clear vector art style, minimalist, clear logical boundaries, neat typography, white background."
generate_image_tool 的工具。prompt 参数传入。这里的英文提示词应该尽量详细，你不需要对提示词进行总结，直接把之前的提示词内容全部写进去就可以。如果用户上传了参考图片，请将参考图的路径作为 image_path 参数传入。[GEN_IMAGE: 路径] 的特殊标记字符串。[GEN_IMAGE: 路径]。前端解析器依赖此标记来为用户渲染和提供图片下载功能，绝对不可省略或修改该标记！