AI Agent Skills

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

When a fault is localized and the proximate cause is known but the systemic root is not, chain evidence-linked whys with a counterfactual stop and a countermeasure.

Run a what-if social experiment — inject a policy, event, or information shock and observe how a simulated population responds. Use for hypothesis generation (not ground…

Diagnose and iteratively improve novels, screenplays, scenes, characters, and story outlines using competing hypotheses, falsification, counterfactual tests, evidence an…