s4h-information
Entry point for the information theory toolkit. Routes to the right information skill based on your situation. Use when you say 'information', 'signal vs…
Skills
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Updated 11-06 00:14
General & other
53,607 results
s4h-information-entropy
Measures uncertainty, surprise, and information content using Shannon entropy. Use when asked 'how much information does this actually contain', 'how uncertain…
s4h-information-redundancy
Maps where redundancy creates resilience and error correction versus where it creates waste. Use when asked about 'duplication', 'repetition', 'backup…
s4h-information-signal-noise
Separates meaningful signal from background noise. Use when asked to 'find the signal', 'cut through the noise', 'what actually matters here', 'what's driving…
s4h-logic
Entry point for the logic toolkit. Routes to the right logic skill based on your situation. Use when you say 'logic', 'is this sound', 'check my reasoning',…
s4h-logic-council
Run a reasoning problem, argument, plan, or decision through a council of 5 logical reasoning advisors who analyze it from distinct reasoning frameworks,…
s4h-logic-fixer
Take broken reasoning — a flawed argument, contradictory spec, unsound plan, or invalid inference — diagnose exactly what's wrong, and produce a corrected…
s4h-mindset
Entry point for the mindset toolkit. Routes to the right mindset skill based on your situation. Use when you say 'mindset', 'change my perspective', 'I keep…
s4h-narrative-tension-mapping
Finds or creates the tension that makes communication worth paying attention to. Use when asked 'this feels flat', 'no one's engaging', 'make this compelling',…
s4h-network
Entry point for the network analysis toolkit. Routes to the right network skill based on your situation. Use when you say 'network', 'who's connected to whom',…
s4h-play
Entry point for the play toolkit. Routes to the right playful thinking skill based on your situation. Use when you say 'play', 'think playfully', 'flip this',…
s4h-play-stimulus-generation
Introduces a random, unrelated element to break mental fixation — forcing new associations that bypass the groove of familiar thinking. TRIGGERS: 'random…
s4h-probability-base-rate-anchoring
Anchors estimates in historical base rates before adjusting for specific factors. Use when asked 'what's the base rate', 'am I being too optimistic', 'outside…
s4h-resource-bottleneck-analysis
Identifies what is actually constraining throughput — using Theory of Constraints logic: the system can only move as fast as its slowest point. Triggers:…
s4h-sensory
Entry point for the sensory observation toolkit. Routes to the right observational skill based on your situation. Use when you say 'sensory', 'what are we…
s4h-sensory-detail-mining
Finds specific details being overlooked — the most important information is often present but not being registered. Triggers: 'what are we missing', 'go deeper…
s4h-systems-archetype-matching
Applies the 8 classic system archetypes (Senge) to diagnose recurring system behavior. Use when asked 'this keeps repeating', 'the fix made it worse', 'we've…
s4h-systems-emergence-detection
Identifies system-level properties that exist nowhere in any individual component. Use when asked about 'emergent behavior', 'components are fine but the…
s4h-systems-feedback-mapping
Identifies all reinforcing (+) and balancing (−) feedback loops in a system. Use when asked to 'map the feedback loops', 'why does this keep happening',…
s4h-systems-leverage-analysis
Finds where small interventions produce large, lasting change using Donella Meadows' leverage point hierarchy. Use when asked 'where should we intervene',…
s4h-temporal
Entry point for the temporal thinking toolkit. Routes to the right temporal skill based on your situation. Use when you say 'temporal', 'timing', 'when', 'long…
s4h-temporal-cycle-detection
Identifies what recurring cycle a situation is an instance of and where in that cycle you currently are. Use when asked 'what cycle is this', 'where are we in…
s4h-temporal-futures-mapping
Explores possible, probable, and preferable futures using scenario thinking. Use when asked about 'scenario planning', 'futures thinking', 'possible futures',…
s4h-temporal-timing-analysis
Assesses whether now is the right time to act, wait, or prepare. Use when asked 'is now the right time', 'should we wait', 'are we too early', 'timing this…