s4h-ecology-keystone-species
Identifies the entities with disproportionate structural importance — whose removal would collapse the system. Use when asked 'who is critical here', 'what…
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Updated 11-06 00:14
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Identifies the entities with disproportionate structural importance — whose removal would collapse the system. Use when asked 'who is critical here', 'what…
Maps who benefits, who pays, and what behaviours the incentive structure actually produces. Triggers: 'what's the incentive here', 'why do people keep doing…
Maps what genuinely drives different people — beyond stated reasons and job descriptions. Use when incentives seem misaligned or individual behaviour is hard…
Diagnoses why people are resisting — finding what's underneath the pushback. Resistance is information, not obstruction; it always has a source. TRIGGERS: 'why…
Produces an honest, rigorous calibration of what you know vs. believe vs. assume vs. hope across a domain. Assigns explicit epistemic statuses to claims and…
Analyzes what would actually justify believing a claim. Maps the justification structure (foundationalist, coherentist, reliabilist) and identifies the weakest…
Identifies what can't be known and why, then clarifies what can be established within those limits and reframes the question into its answerable part.…
Evaluate an algorithm, model, ranking system, recommendation engine, or automated decision process for discriminatory patterns and unfair outcomes. Use before…
A fast, comprehensive ethics report on any decision, action, or situation — runs all five ethical frameworks in a single pass. Lighter than ethics-council (no…
Run a quick ethical impact assessment on a proposed feature, change, or decision before it ships. Use when the user is about to build or ship something and…
Analyses which coalitions form and how to divide gains fairly using cooperative game theory and the Shapley value. Triggers: 'coalition formation', 'who should…
Identifies what recurring cycle the current situation is an instance of — and where in that cycle you currently are. TRIGGERS: 'what cycle is this', 'where are…
Extracts recurring failure modes from similar past situations — most failures have happened before in recognisable patterns. TRIGGERS: 'what usually goes…
Applies positive psychology as a rigorous practice — not pop-psychology positivity. Use when you want to build flourishing, diagnose what dimension of…
Applies the full Stoic toolkit as a practical thinking methodology. Use when you're caught in worry about outcomes you can't control, struggling with…
Entry point for the narrative toolkit. Routes to the right narrative skill based on your situation. Use when you say 'narrative', 'story', 'this feels flat',…
Applies story architecture to any communication — proposal, presentation, strategy doc — so it moves people rather than informing them. Use when asked to…
Fully inhabits the opposing perspective — competitor, critic, user, or adversary — to find what is invisible from your own position. TRIGGERS: 'steelman the…
Entry point for the probability toolkit. Routes to the right probabilistic thinking skill based on your situation. Use when you say 'probability', 'how…
Assigns explicit probabilities to distinct scenarios before making a decision. Use when asked to 'assign probabilities', 'scenario weighting', 'how likely is…
Entry point for the resource toolkit. Routes to the right resource skill based on your situation. Use when you say 'resource', 'capacity', 'bottleneck',…
Finds where resources are being lost, duplicated, or underused — the seven wastes applied to knowledge work. Triggers: 'waste audit', 'where are we wasting…
Entry point for the systems thinking toolkit. Routes to the right systems skill based on your situation. Use when you say 'systems', 'feedback loops', 'how…
Maps consequences of a decision across short, medium, and long time horizons. Use when asked about 'time horizons', 'what does this look like in 5 years',…