Complex Systems
Preliminary / analysis-support complex systems: dependency / interaction map framing, feedback-loop review, leverage-point memo, resilience / fragility analysis, scenario-propagation framing, and boundary / variable classification. PRELIMINARY ONLY — not a substitute for a complex-systems / network-science specialist, validated agent-based or system-dynamics simulation, or regulated / publishable systems modelling.
Dependency / Interaction Map
StandardGraph-descriptive framing (degree / hubs / leaves / orphan-edge detection) over declared nodes and edges. No centrality / community / percolation analysis — export to igraph / NetworkX / Gephi for depth.
⏱ 3-6 minutes
Feedback Loop Review
StandardQualitative classification of declared loops by polarity (reinforcing / balancing), timescale, and strength. Polarity-coverage check — no quantitative stock-and-flow simulation performed.
⏱ 3-6 minutes
Leverage Point Memo
StandardMeadows-inspired tier ranking (1 highest → 12 lowest) of intervention candidates with effort × reversibility overlay. Qualitative memo — substitute for a systems-workshop, not a simulation.
⏱ 3-6 minutes
Resilience / Fragility Analysis
StandardQualitative fragility scoring per stressor (likelihood × severity − redundancy − early-warning) with diversity + buffer overlay. Not a probabilistic resilience quantification.
⏱ 3-6 minutes
Scenario Propagation Framing
StandardBFS reachability from a trigger through declared edges up to maxDepth (delay-hop weighted). Not a probabilistic / SIR / percolation model — timing and amplification are NOT modelled.
⏱ 3-6 minutes
Boundary / Variable Classification
StandardHygiene check over declared variables — endogenous / exogenous / boundary / excluded / unclassified, with missing-rationale flags. Not a closed-model test.
⏱ 3-6 minutes