Organize manuscript text, figures, and references with version control and repeatable builds. Track how each figure was produced, separate source files from generated outputs, and use automated checks to prepare submission artifacts.
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Treat manuscripts as software: version control, reproducible builds, figure pipelines, CI, and structured repo layout. Helps teams avoid 'final_v7' chaos and ensures submission-ready artifacts.
安装前可以查看交给 AI 代理的指令内容。
把“写论文”升级成“交付可复现的出版工程”：
适用：
见 templates/repo-structure.md。核心思想：
manuscript/：只放正文与引用（source-of-truth）figures/：每张图一个目录（source + out）build/：所有生成物（可删除，可再生）submission/ 与 revision/：投稿与返修阶段产物figures/fig-02/src/plot.pyfigures/fig-02/out/fig-02.pdf最少要求：
推荐维护：
submission/submission-manifest.yml（统一记录规格与完成度）manubot/rootstock（论文的 CI/协作写作范式）greenelab/deep-review（评审/返修视角）还没有评价。欢迎分享你的使用感受。
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Support experimental validation of designed proteins through a cloud laboratory. Prepare and optimize sequences, submit tests for binding, expression, thermal stability, or enzyme activity, track experiment progress, and retrieve results through the API.
中文简介正在准备中。当前显示英语简介。
Analyze time series, observations ordered over time, using aeon in Python. Build classification, prediction, and clustering workflows, detect unusual patterns or changes, and compare methods through an interface compatible with scikit-learn.
中文简介正在准备中。当前显示英语简介。
Create original generative art with p5.js, using code to produce patterns and motion. Receive a written artistic concept and an interactive HTML viewer with adjustable parameters, reproducible random variations, seed navigation, and PNG downloads.
中文简介正在准备中。当前显示英语简介。
Retrieve stock prices, exchange rates, cryptocurrency prices, company financial statements, and economic indicators through the Alpha Vantage API. It also covers historical data, news sentiment, and technical indicators, which summarize price and trading patterns.
中文简介正在准备中。当前显示英语简介。
Design backend systems with clear boundaries between business rules, databases, and external services. Use Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to organize new applications, refactor existing code, and make core logic easier to test.
中文简介正在准备中。当前显示英语简介。
Helps process astronomical data in Python by converting coordinates, units, and time scales, working with FITS observation files, matching object catalogs, and calculating distances using cosmological models.
中文简介正在准备中。当前显示英语简介。