Skill UI

A specialized tool designed to explore uncertain futures by mapping the entire possibility space. Instead of relying on a single prediction, the Oracle runs structured multi-branch scenario analyses (including Best, Worst, Wild Card, and Second-Order effects). It is ideal for stress-testing major decisions, performing contingency planning, and analyzing potential consequences when facing strategic forks or high-stakes uncertainty.

A guide for advanced data analysis in policy evaluation, extending beyond standard causal estimates. It emphasizes rigorous reporting of cost-benefit ratios, distributional consequences (who gains and who pays), robust heterogeneity testing, and honest uncertainty quantification necessary for high-level policy academic journals. Essential for turning effect sizes into decision-relevant policy narratives.

A comprehensive guide for applying advanced quantitative methods (OLS, Multilevel, Survival Analysis) to large-scale social surveys (CGSS, CFPS, etc.). This guide emphasizes shifting the focus from purely statistical identification (econometric coefficient races) to deep sociological interpretation, focusing on revealing social mechanisms, structural heterogeneity, and real-world social consequences.

A rigorous methodology for systematic problem diagnosis and consequential decision-making. It operates in two modes: Problem Analysis (for root cause identification using IS/IS-NOT contrast) and Decision Analysis (for prioritizing options by screening MUSTs, weighting WANTs, and assessing adverse consequences). Ideal for complex engineering and business scenarios requiring structured evidence and risk assessment.

This skill provides a critical audit layer governing the transition of AI-generated legal output from analysis to real-world consequence. It mandates a rigorous check of evidence sufficiency, institutional authority, procedural adherence, and visible uncertainty before any output can become a reliance, recommendation, or executed commitment. It is essential for high-stakes legal workflows, such as contract review, compliance findings, or drafting final advice.

PR code reviews identify decay risks, design smells, and maintainability issues. Uses findings structured as Symptom, Source, Consequence, and Remedy based on twelve classic engineering books. Applies the Iron Law to every finding. Outputs a standardized report for software engineering tasks requiring deep code quality analysis.