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ml-experiment-tracker
Plan reproducible ML experiment runs with parameters and metrics tracking
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Skill 资源库
AI Skill 资源库
把 Skill 的源码、资源快照、README、包体和安装信号放进一个可搜索、可筛选的公开目录。
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network-visualization-guide
Visualize networks, graphs, citation maps, and relational data
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power-analysis-guide
Sample size calculation and statistical power analysis guide
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robustness-checks
Sequential robustness checks in Stata with confounder blocks
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stata-analyst-guide
Stata workflows for publication-ready sociology and social science research
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time-series-guide
Apply ARIMA, VAR, cointegration, and time series econometric methods
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verify-citations
Verify academic citations against public databases
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active-comparator-single-soc-faers-safety-comparison
Generates complete FAERS pharmacovigilance study designs for multi-drug or class-level safety comparison inside one predefined SOC or AE family using active comparators, disproportionality analysis, s…
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modeling-strategy-guide
Strategic statistical modeling, experimentation, and causal inference
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nonparametric-tests-guide
Apply Mann-Whitney, Kruskal-Wallis, and other nonparametric methods
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publication-figures-guide
Create journal-quality scientific figures with proper styling and accessibility
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search-papers
Search for academic papers using arXiv and Semantic Scholar
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stata-reference-guide
Comprehensive Stata reference covering syntax, econometrics, and 20+ packages
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ur5e-arm
Robot skill for hardware control
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academic-baseline
Use when working on any empirical academic research context — paper writing, data analysis, literature review, or any task involving citations, results, or publication artifacts. Establishes non-negot…
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aer-consistency
Use when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency: headline numbers across abstract, introduction, results, and tables; sample sizes; log-poin…
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mostly-harmless-guide
Replication code and guide for Mostly Harmless Econometrics methods
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plotly-interactive-guide
Guide to Plotly.py for interactive scientific visualizations in Python
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redash-analytics-guide
Guide to Redash for SQL-driven research data dashboards and sharing
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sem-guide
Structural equation modeling with latent variables guide
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survival-analysis-guide
Conduct Kaplan-Meier, Cox regression, and time-to-event analyses
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usb-camera
Robot skill for hardware control USB Camera
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academic-researcher
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aer-identification
Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including staggered designs), instrumental var…
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