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Data & Analytics · Drchronx/ai-agent-research-starter-kit
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Analyze scenario/vignette experiment datasets for behavioral research. | Drchronx/ | 139 | — | ~1.1k | Automated safety check: Pass | Unknown | 4 mo ago |
| 2 | 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 |
| 3 | Design and audit BCI and EEG machine-learning data structures. | Drchronx/ | 139 | — | ~429 | Automated safety check: Pass | Unknown | 4 mo ago |
| 4 | 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 |
| 5 | 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 |
| 6 | 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 |
| 7 | 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 |
| 8 | 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 |
| 9 | Write and audit top-journal-style reports for scenario/vignette experiments. | Drchronx/ | 139 | — | ~864 | Automated safety check: Pass | Unknown | 4 mo ago |
| 10 | 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 |
| 11 | 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 |
| 12 | Track data lineage and reproducibility for academic projects. | Drchronx/ | 139 | — | ~324 | Automated safety check: Pass | Unknown | 4 mo ago |
| 13 | 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 |
| 14 | Initialize a structured academic research project workspace. | Drchronx/ | 139 | — | ~406 | Automated safety check: Pass | Unknown | 4 mo ago |
