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学术论文路由器：收集需求、起 router-agent 调度 233 个专业 skills、 三代理流水线（调度→写作→导出）。主 agent 不加载任何 skill 内容。 Use when the user mentions 小论文, 课程论文, IEEE, 论文写作, 学术论文, 文献综述, literature review, paper writing, scientific paper, 研究报告.
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
Create low-friction coursework deliverables for general education, elective, and low-stakes college assignments, including PPT slides, short papers, reading reports, reflection essays, presentation scripts, discussion posts, and course summaries. Use this skill whenever the user mentions 水课, 通识课, 选修课, 小论文, 课程论文, 读书报告, 观后感, 汇报PPT, 课堂展示, 演讲稿, or asks to turn scattered course materials into a polished student-style deliverable.
Write experiment and lab reports from source materials (lab manuals, PPT, Word, PDF). Use this skill whenever the user needs to write a lab report, experiment report, course report, 实验报告, 课程报告, or any structured academic/technical writeup based on experiment procedures. Proactively suggest this skill when the user mentions "lab report," "experiment report," "实验报告," or describes running an experiment that needs documenting.
How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.
Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes that chain existing ones) for the patterns not yet covered. Use when the user asks to analyze their recent work and propose skills based on what they actually do. Requires the screenpipe daemon (https://github.com/screenpipe/screenpipe) running locally on port 3030 — the skill has no other data source and will refuse to run if screenpipe is unreachable. All detection runs locally; only redacted cluster summaries reach the LLM.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
| name | paper-writer |
| description | 学术论文路由器：收集需求、起 router-agent 调度 233 个专业 skills、 三代理流水线（调度→写作→导出）。主 agent 不加载任何 skill 内容。 Use when the user mentions 小论文, 课程论文, IEEE, 论文写作, 学术论文, 文献综述, literature review, paper writing, scientific paper, 研究报告. |
三代理流水线：主 agent 收集需求 → router-agent 匹配 skills → writer-agent 写论文 → export-agent 检查导出。
从用户输入中提取以下参数（缺失的用默认值）：
| 参数 | 默认值 | 说明 |
|---|---|---|
| topic | （必填） | 论文主题 |
| paper_name | （自动生成） | 输出目录名，英文短横线格式 |
| paper_type | 课程论文 | 课程论文 / 小论文 / 研究报告 / 文献综述 |
| lang | English | 论文写作语言：English / 中文 / 双语 |
| author | 不写 | 署名信息（姓名、学号、院系），空则不写 |
| target_words | 1500 | 正文字数目标（不含参考文献） |
| format | IEEE 单栏 | 排版格式：IEEE 单栏 / APA / MLA / 自定义 |
| citation_style | IEEE | 引用风格：IEEE 数字 [1] / APA / MLA / Chicago |
| min_refs | 不限 | 最少参考文献数 |
| deadline | 不限 | 截止时间（可选） |
| plagiarism_check | 常规 | 查重要求：常规 / AIGC / 两者 |
| extra | （无） | 其他特殊要求 |
如果用户输入中缺少关键参数（topic），先问清楚再继续。
python paper-writer/scripts/init_output_dir.py "<paper_name>" \
--target-words <target_words> \
--lang <lang> \
--author "<author>"
使用 Agent 工具创建 router-agent，传入需求参数和输出目录。
router-agent 会：
writer-agent 会：
起 router-agent，传入以下信息：
你是论文写作调度器。请按以下要求调度论文写作任务。
## 需求参数
- 主题: <topic>
- 论文类型: <paper_type>
- 语种: <lang>
- 署名: <author>
- 目标字数: <target_words>
- 格式: <format>
- 引用风格: <citation_style>
- 最少文献数: <min_refs>
- 查重要求: <plagiarism_check>
- 其他: <extra>
## 输出目录
paper-writer/outputs/<paper_name>/
请读取 paper-writer/agents/router-agent.md 了解你的工作流程。
全部子代理完成后，向用户报告：
主 agent (SKILL.md)
│ 收集需求 + 初始化目录
│
└─→ router-agent（调度器）
│ 读 catalog → 匹配领域 → 选工具 → 组装 skill 列表
│
└─→ writer-agent（写手）
│ 加载 skills → 文献检索 → 大纲 → 撰写 → 引用
│
└─→ export-agent（导出员）
check_paper.py → 修复 → docx skill 导出 DOCX