krt-cognitive-load-court
Installation
SKILL.md
krt-cognitive-load-court
Judge the avoidable cognitive burden imposed by an interface on a particular user performing a particular task in a particular context. Preserve useful complexity and decision quality; the goal is not to make every interface sparse.
Operating Principles
- Use
task x user profile x contextas the unit of analysis, not the screen or component. - Separate necessary task complexity from avoidable interface burden. Mental effort can be productive in learning, analysis, and high-consequence review.
- Keep predicted risk, observed behavior, self-reported workload, and instrumented measurement distinct.
- Treat the six dimensions as an engineering decomposition, not a validated psychometric scale. Do not sum them into a universal cognitive-load score.
- Compare realistic end-to-end tasks. A screenshot, DOM count, choice count, or working-memory rule is never sufficient proof of overload.
- Treat a review request as authorization to diagnose, not to change code or recruit, record, or test people. Remediate or conduct user research only when authorized.