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organized/repo_cards · 学术方向；旧书签仍可访问，新统计不再使用这些字段。
方向榜单 Legacy
| 学术综合写作 | 118 | u9401066/med-paper-assistant · skymanbp/sci-paper · drarunmitra/research-skills |
| 排版与模板 | 71 | docxology/template · EESH20/science-flake |
| 降AI与润色 | 11 |
01
docxology/template
可复现研究仓库的 GitHub 模板 —— 两层 Python 3.10+/uv monorepo，将通用基础设施与项目级代码分离，配有 pytest 覆盖率门禁（基础设施 60%、项目 90%）、16 阶段构建流水线、通过 pandoc/LaTeX 实现的 Markdown 转 PDF 渲染，以及 25 个标准示例。GitHub template for reproducible research repos — two-layer Python 3.10+/uv monorepo splitting generic infrastructure from per-project code, with pytest coverage gates (60% infra, 90% projects), a 16-stage build pipeline, markdown-to-PDF rendering via pandoc/LaTeX, and 25 canonical exemplars.
+7/周
19 ★
02
u9401066/med-paper-assistant
可审计的 MCP + 跨 Agent 框架，支持自主与人工引导的学术写作——从经验证的证据到已审校的 DOCX/PDF。Auditable MCP + cross-agent harness for autonomous and human-guided academic writing—from verified evidence to reviewed DOCX/PDF.
11 ★
03
EESH20/science-flake
🔬 用 Science Flake 探索数据科学工作流——一个强大工具，可轻松管理和分享可复现的研究环境。🔬 Explore data science workflows with Science Flake, a powerful tool for managing and sharing reproducible research environments effortlessly.
4 ★
04
skymanbp/sci-paper
Claude Code 插件，用于科学论文写作、来源可追溯的审稿与去 AI 化润色。在统一类型化标准下汇聚 8 项 skill + 24 个工具：不可豁免的完整性阻断项、零目标 L0 词库、分级告警以及显式测量状态，避免缺失校准被误读为通过。针对 ApJ/MNRAS/PRD/JCAP 级期刊稿件进行了语料校准。Claude Code plugin for scientific paper writing, source-traced review, and de-AI rewriting. 8 skills + 24 tools under one typed standard: non-waivable integrity blockers, zero-target L0 lexicon, ranked advisories, and explicit measurement states so missing calibration never reads as clean. Corpus-calibrated for ApJ/MNRAS/PRD/JCAP-class manuscripts.
3 ★
05
drarunmitra/research-skills
面向 Claude、ChatGPT 和 Gemini 的科研工作流 skill：分析、学术写作、同行评审、引用、可复现性、教学。Research-workflow skills for Claude, ChatGPT, and Gemini: analysis, academic writing, peer review, citations, reproducibility, teaching.
1 ★
06
ruiwuniu/My-Academic-Skills
可复用的 Codex skills，涵盖文献综述、学术写作、数学推理、数值仿真以及可发表的图表。Reusable Codex skills for literature review, academic writing, mathematical reasoning, numerical simulation, and publication-ready figures.
0 ★
07
Pegi1727/Prompt-Skill-Matters-L2-Academic-Writing
论文《Prompt Skill Matters: Examining GenAI Interaction and Writing Quality in L2 Academic Writing》的复现材料、统计分析脚本与补充数据，AI 介导的 L2 写作研究开放科学资源。Replication materials, statistical analysis scripts, and supplementary data for the study 'Prompt Skill Matters: Examining GenAI Interaction and Writing Quality in L2 Academic Writing'. Open science resource for AI-mediated L2 writing research.
0 ★