A single-page React app that measures AI Decay risk and computes a Cognitive Sustainability Score (0-10) from a 7-question scenario-based assessment.
Styling uses Material Design via Materialize CSS (CDN). Results include area-level impact insights (for example, Debugging Muscle) with targeted recovery drills.
Question design uses:
- Scenario-based prompts (SJT style)
- Behaviorally anchored response options (BARS style from low to high cognitive autonomy)
Key references used while crafting constructs:
- MIT / Kosmyna et al. (2025 preprint): https://arxiv.org/abs/2506.08872
- Risko & Gilbert (2016), Cognitive Offloading: https://doi.org/10.1016/j.tics.2015.11.002
- Risko et al. (2019), memory offloading behavior: https://doi.org/10.1016/j.cognition.2018.11.017
- ILO Working Paper 140 (2025), generative AI exposure: https://doi.org/10.54394/HETP0387
- McDaniel et al. (2007), SJT response instructions and validity: https://doi.org/10.1111/j.1744-6570.2007.00065.x
pnpm install
pnpm run devpnpm testor one-shot in CI style:
pnpm run test:runCIworkflow runs unit tests and build on every push and pull request.Dependency Reviewworkflow checks dependency risk on pull requests.Deploy To GitHub Pagesruns onmainand publishesdist/to GitHub Pages.
For Pages in repository settings, set:
- Build and deployment source:
GitHub Actions
- License: Apache-2.0
- Contributing: CONTRIBUTING.md
- Code of Conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
- Agent guidance: AGENTS.md