The Carlo Mental Health Load Suite: Deterministic Models, Engines, and Educational Frameworks for Pressure, Capacity, Recovery, and Resilience

This release contains the complete Carlo Mental Health Load Suite: a five‑document collection introducing, formalising, implementing, and contextualising deterministic models of mental load, capacity depletion, recovery dynamics, and long‑term resilience. The suite is structured for clarity and responsible use. It includes: • Mental Health Load Primer — a conceptual introduction to mental load, capacity, recovery, resilience, pressure inputs, and stability patterns. • Mathematical Appendix — formal definitions of variables, governing equations, fixed points, stability conditions, thresholds, and optional extensions. • Mental Health Load Engine Specification — a full deterministic engine architecture including state objects, parameters, update functions, simulation loop, visualisation hooks, extension points, and safety rules. • Developer Handbook — practical guidance for running simulations, choosing pressure models, designing recovery structures, interpreting outputs, adding new models, maintaining determinism, and building projects on top of the engine. • Companion Notes — human reflections and grounding context for working with mental load responsibly, emphasising clarity, humility, and ethical boundaries. The Carlo Mental Health Load Suite is educational and conceptual. It is not medical advice, not a diagnostic tool, and not a clinical model. All structures are simplified representations intended to support learning, clarity, and deterministic engine development. This release is part of the broader Carlo ecosystem of clarity‑focused, deterministic, single‑file modelling tools. mental health load modelling deterministic modelling pressure dynamics capacity depletion recovery dynamics resilience modelling stress modelling burnout thresholds stability analysis dynamical systems conceptual modelling educational modelling deterministic engines single-file engines reproducible simulations clarity-focused modelling mental load trajectories recovery collapse resilience decline pressure input modelling load-capacity models recovery models resilience models stability patterns equilibrium states threshold analysis human factors modelling wellbeing modelling cognitive load modelling behavioural dynamics modelling adaptive pressure modelling social buffering modelling environmental pressure modelling multi-agent load modelling deterministic simulation loops pure functions no dependencies browser-native engines canvas-based modelling svg-based modelling load curves capacity curves recovery curves resilience curves pressure curves modelling philosophy clarity minimalism transparency reproducibility ethical modelling responsible modelling non-clinical modelling conceptual wellbeing tools deterministic engine specification developer handbook mathematical appendix modelling primer companion notes modelling reflections modelling context deterministic research artefacts carlo ecosystem carlo mental health load suite mental load frameworks deterministic wellbeing simulation deterministic pressure simulation deterministic recovery simulation deterministic resilience simulation deterministic stability simulation deterministic modelling suite deterministic wellbeing suite deterministic modelling notes deterministic modelling appendix deterministic modelling primer deterministic modelling specification deterministic modelling handbook Contact: For enquiries or research questions related to this work, email matthewcarlo.research@gmail.com