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Drchronx/ai-agent-research-starter-kit
Skills
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| # | 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 |
