cohort-analysis
Track and analyze user cohorts over time, calculate retention rates, and identify behavioral pattern…
survival-analysis
Analyze time-to-event data, calculate survival probabilities, and compare groups using Kaplan-Meier …
correlation-analysis
Measure relationships between variables using correlation coefficients, correlation matrices, and as…
ml-pipeline-automation
Build end-to-end ML pipelines with automated data processing, training, validation, and deployment u…
hook-development
This skill should be used when the user asks to "create a hook", "add a PreToolUse/Po…
regression-modeling
Build predictive models using linear regression, polynomial regression, and regularized regression f…
recommendation-system
Build collaborative and content-based recommendation engines for product recommendations, personaliz…
pentest-checklist
This skill should be used when the user asks to "plan a penetration test", "create a …
clustering-analysis
Identify groups and patterns in data using k-means, hierarchical clustering, and DBSCAN for cluster …
sql-injection-testing
This skill should be used when the user asks to "test for SQL injection vulnerabilities", …
network-analysis
Analyze network structures, identify communities, measure centrality, and visualize relationships fo…
security-scanning-tools
This skill should be used when the user asks to "perform vulnerability scanning", "sc…
classification-modeling
Build binary and multiclass classification models using logistic regression, decision trees, and ens…
command-development
This skill should be used when the user asks to "create a slash command", "add a comm…
natural-language-processing
Build NLP applications using transformers library, BERT, GPT, text classification, named entity reco…