Skill collection
Drchronx/ai-agent-research-starter-kit agent skills
- skills
- 36
- GitHub stars
- 139
GitHub description: “AI Agent 科研全流程教学包，能教学生从零部署 Codex、Claude Code、OpenClaw、Hermes 等 Agent，学会使用 Skills、飞书、AMiner、AI4Scholar、Zotero、Obsidian 等工具，完成真实文献检索、文献日报、知识库搭建、选题生成、理论建构、情景实验设计、量表开发、统计分析、因果推断、文本挖掘、EEG/ERP 实验、BCI 脑电智能建模、论文写作、审稿自查、期刊排版和盲审投稿包制作；学生学完后可以按课程模板一步步让 AI Agent 协助完成从“找文献、定选题、做实验、分析数据”到“写论文、查引用、改格式、准备投稿”的完整科研流程。”
- Stars
- 139 (11 forks)
- Licence
- Unknown
- Last push
- May 2026
- Created
- May 2026
Install all skills
npx skills add Drchronx/ai-agent-research-starter-kitAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in Drchronx/ai-agent-research-starter-kit, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Build high-quality literature reviews from a research topic using a 10-phase workflow. | Drchronx/ | 139 | — | ~2.5k | Automated safety check: Pass | Unknown | 4 mo ago |
| 2 | Analyze scenario/vignette experiment datasets for behavioral research. | Drchronx/ | 139 | — | ~1.1k | Automated safety check: Pass | Unknown | 4 mo ago |
| 3 | Mine and synthesize real top-journal scenario/vignette experiment patterns for behavioral research. | Drchronx/ | 139 | — | ~1.1k | Automated safety check: Pass | Unknown | 4 mo ago |
| 4 | Browse and summarize websites, extract content from URLs, search the web for information. | Drchronx/ | 139 | — | ~593 | Automated safety check: Pass | Unknown | 4 mo ago |
| 5 | Automatically merge scattered Excel and CSV files, normalize column names, and extract structured tables from PDF, HTML, TXT, or Markdown documents. | Drchronx/ | 139 | — | ~671 | Automated safety check: Pass | Unknown | 4 mo ago |
| 6 | Build slide decks and presentations for research talks using Nano Banana Pro AI. | Drchronx/ | 139 | — | ~9.8k | Automated safety check: Notes | Unknown | 4 mo ago |
| 7 | Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). | Drchronx/ | 139 | — | ~783 | Automated safety check: Pass | Unknown | 4 mo ago |
| 8 | Design and audit BCI and EEG machine-learning data structures. | Drchronx/ | 139 | — | ~429 | Automated safety check: Pass | Unknown | 4 mo ago |
| 9 | Crawl CNKI journal paper metadata with the local Python crawler and save to PostgreSQL. | Drchronx/ | 139 | — | ~1.4k | Automated safety check: Notes | Unknown | 4 mo ago |
| 10 | 10.Cnki Trend Crawl CNKI getGroupData for a specific keyword, keep only non-empty group results, and generate a trend-analysis report with charts focused on the current year, recent yearly momentum, topic… | Drchronx/ | 139 | — | ~752 | Automated safety check: Pass | Unknown | 4 mo ago |
| 11 | Design and audit EEG preprocessing workflows. An agent skill from Drchronx/ai-agent-research-starter-kit. | Drchronx/ | 139 | — | ~446 | Automated safety check: Pass | Unknown | 4 mo ago |
| 12 | Format and audit academic reference lists for journal submission. | Drchronx/ | 139 | — | ~417 | Automated safety check: Pass | Unknown | 4 mo ago |
| 13 | 批量提取PDF论文的创新点并生成结构化markdown文档；当用户需要分析学术论文、总结研究贡献或整理技术要点时使用. An agent skill from Drchronx/ai-agent-research-starter-kit. | Drchronx/ | 139 | — | ~489 | Automated safety check: Pass | Unknown | 4 mo ago |
| 14 | Use AI4Scholar for real scholarly literature tasks through MCP or the OpenClaw plugin: paper search, Google Scholar/Semantic Scholar/PubMed/arXiv/bioRxiv/medRxiv queries, PDF download and reading… | Drchronx/ | 139 | — | ~1.4k | Automated safety check: Pass | Unknown | 4 mo ago |
| 15 | Use AMiner MCP for academic knowledge graph tasks: scholar search, author profile lookup, institution or team analysis, paper and patent discovery, academic influence checks, and research trend… | Drchronx/ | 139 | — | ~1.1k | Automated safety check: Pass | Unknown | 4 mo ago |
| 16 | 对CSV/Excel数据进行全面的统计描述、相关性分析和可视化；当用户需要数据分析、数据探索、统计摘要、特征分布分析或相关性分析时使用 | Drchronx/ | 139 | — | ~621 | Automated safety check: Pass | Unknown | 4 mo ago |
| 17 | 对CSV或Excel数据进行全面的可视化分析，包括描述性统计、相关性分析、特征分布图和热力图，并生成HTML格式的交互式分析报告；当用户需要数据分析、数据可视化、探索性数据分析或生成数据报告时使用 | Drchronx/ | 139 | — | ~573 | Automated safety check: Pass | Unknown | 4 mo ago |
| 18 | 提供决策树分类建模与超参数优化能力；当用户需要建立分类模型、优化模型参数、生成可视化决策树或输出完整建模报告时使用. An agent skill from Drchronx/ai-agent-research-starter-kit. | Drchronx/ | 139 | — | ~516 | Automated safety check: Pass | Unknown | 4 mo ago |
| 19 | Paddle-based deep learning workflows from the course materials, including DNN/RNN text-style baselines and the CNN/LeNet image classification case using folder-labeled digit images. | Drchronx/ | 139 | — | ~516 | Automated safety check: Pass | Unknown | 4 mo ago |
| 20 | Parameterized Python empirical-analysis and machine-learning workflow for applied economics, public health epidemiology, supervised ML, and ML causal inference. | Drchronx/ | 139 | — | ~3k | Automated safety check: Pass | Unknown | 4 mo ago |
| 21 | Automatically analyze research datasets and generate publication-ready statistical tables, correlation figures, grouped comparison plots, and regression diagnostics. | Drchronx/ | 139 | — | ~463 | Automated safety check: Pass | Unknown | 4 mo ago |
| 22 | Design rigorous scenario/vignette experiments for behavioral research in management, marketing, information systems, consumer psychology, applied psychology, and interdisciplinary social science. | Drchronx/ | 139 | — | ~1.3k | Automated safety check: Pass | Unknown | 4 mo ago |
| 23 | Write and audit top-journal-style reports for scenario/vignette experiments. | Drchronx/ | 139 | — | ~864 | Automated safety check: Pass | Unknown | 4 mo ago |
| 24 | Chinese sentiment analysis workflows using dictionary scoring, traditional machine learning classifiers, and LLM API calls. | Drchronx/ | 139 | — | ~516 | Automated safety check: Pass | Unknown | 4 mo ago |
| 25 | Basic Chinese NLP and text analysis workflows for PDF text/table extraction, jieba tokenization, word and sentence frequency, word clouds, TF-IDF, Word2Vec, sentence embeddings, and text similarity. | Drchronx/ | 139 | — | ~737 | Automated safety check: Pass | Unknown | 4 mo ago |
| 26 | Topic modeling workflows for Chinese corpora using LDA, Dynamic Topic Model/DTM, and BERTopic. | Drchronx/ | 139 | — | ~561 | Automated safety check: Pass | Unknown | 4 mo ago |
| 27 | Route text-labeling requests across LDA topic modeling, sklearn baselines, pretrained transformer models, and OpenAI-compatible LLM labeling. | Drchronx/ | 139 | — | ~1.1k | Automated safety check: Pass | Unknown | 4 mo ago |
| 28 | Track data lineage and reproducibility for academic projects. | Drchronx/ | 139 | — | ~324 | Automated safety check: Pass | Unknown | 4 mo ago |
| 29 | Audit EEG/BCI model evaluation and prevent data leakage. An agent skill from Drchronx/ai-agent-research-starter-kit. | Drchronx/ | 139 | — | ~413 | Automated safety check: Pass | Unknown | 4 mo ago |
| 30 | Manage academic manuscript versions and revision history. An agent skill from Drchronx/ai-agent-research-starter-kit. | Drchronx/ | 139 | — | ~317 | Automated safety check: Pass | Unknown | 4 mo ago |
| 31 | Automatically consolidate literature metadata, generate a paper outline, normalize citation keys, and output LaTeX, Word, and PDF manuscript drafts. | Drchronx/ | 139 | — | ~457 | Automated safety check: Pass | Unknown | 4 mo ago |
| 32 | Initialize a structured academic research project workspace. | Drchronx/ | 139 | — | ~406 | Automated safety check: Pass | Unknown | 4 mo ago |
| 33 | 33.Research Log Maintain research logs and decision records for academic projects. | Drchronx/ | 139 | — | ~299 | Automated safety check: Pass | Unknown | 4 mo ago |
| 34 | Analyze reliability and validity of questionnaire scales. An agent skill from Drchronx/ai-agent-research-starter-kit. | Drchronx/ | 139 | — | ~380 | Automated safety check: Pass | Unknown | 4 mo ago |
| 35 | Track journal submission, reviewer comments, revisions, and response letters. | Drchronx/ | 139 | — | ~365 | Automated safety check: Pass | Unknown | 4 mo ago |
| 36 | Create weekly research plans and reviews for doctoral projects. | Drchronx/ | 139 | — | ~307 | Automated safety check: Pass | Unknown | 4 mo ago |
Questions, answered from the data.
What is the best skill in Drchronx/ai-agent-research-starter-kit?
Literature Reviewer Skill from Drchronx/ai-agent-research-starter-kit ranks first of the 36 skills in Drchronx/ai-agent-research-starter-kit listed here, with the highest score: its repository has 139 GitHub stars, its SKILL.md loads about 2.5k tokens and it passes the automated safety check with no findings. Next come Scenario Experiment Analysis and Scenario Experiment Benchmark Mining.
Are the skills in Drchronx/ai-agent-research-starter-kit official?
None yet. All 36 skills in Drchronx/ai-agent-research-starter-kit listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from Drchronx/ai-agent-research-starter-kit?
Run npx skills add Drchronx/ai-agent-research-starter-kit in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.