Agent Skills by yuuqq
Showing 22 vetted skills indexed across 1 GitHub repositories.
Yuuqqchinese-social-data
Load and preprocess Chinese social science survey data into analysis-ready pandas DataFrames.
Yuuqqpanel-data
Estimate fixed and random effects models for panel data with Hausman tests.
Yuuqqmeasurement-psychometrics
Evaluates reliability and validity of social science measurement scales using factor models and psychometrics.
Yuuqqcausal-discovery
Infers causal DAGs, CPDAGs, or PAGs from observational data via structure learning.
Yuuqqconjoint-analysis
Estimate Average Marginal Component Effects from forced-choice conjoint survey data.
Yuuqqexperimental-design
Design experiments with randomization, power analysis, and validity threat mitigations.
Yuuqqmultilevel-models
Fit multilevel regression models with ICC diagnostics and centering strategies.
Yuuqqspatial-social-analysis
Compute Moran's I and fit spatial regression models on social science datasets.
Yuuqqdiscourse-analysis
Extract framing, narrative structure, and legitimation strategies from social science text.
Yuuqqsurvey-methodology
Design survey questionnaires, sampling strategies, and weighting plans.
Yuuqqllm-text-analysis
Convert social-science text into structured coded variables with validation.
Yuuqqtime-series-social
Estimate stationarity, forecast dynamics, and test temporal relationships in social science time series.
Yuuqqsocial-network-analysis
Convert relational data into network measurements and models with NetworkX.
Yuuqqmixed-methods
Design mixed methods studies with joint displays and convergence codes.
Yuuqqqualitative-analysis
Guide qualitative coding, codebook construction, and thematic analysis workflows.
Yuuqqqca
Calibrates conditions and computes necessity/sufficiency relationships for comparative case analysis in Python workflows.
Yuuqqllm-social-simulation
Design and validate LLM-driven agent-based social simulations with tiered evaluation.
Yuuqqmultiverse-analysis
Run multiverse and specification curve analyses across analytical decisions.
Yuuqqresearch-ethics
Create IRB-ready ethical documentation and privacy controls for human-subject studies.
Yuuqqtext-as-data-social
Converts unstructured social science text into quantitative variables using topic modeling and sentiment analysis.
Yuuqqresearch-design-social
Convert social science research concepts into study designs with hypotheses and pre-analysis plans.
Yuuqqcausal-inference
Estimate causal effects using DiD, RDD, IV, PSM, SCM, or DML with Python.