red-team

Adversarial course design audit across 5 dimensions: alignment stress test, evidence verification, cognitive load analysis, learner persona simulation, and prerequisite chain integrity. Produces a confidence score (0-100). Runs in a clean-context sub-agent so synthesis is unbiased by build history. Works standalone or reads from the idstack project manifest…

Independent GitHub snapshot · Automated classification · Original documentation governs