cerredz

@cerredz source repo

843 skills
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10 hours ago last updated

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Reference Class Forecasting · cerredz
Use this skill when the user wants guided Reference Class Forecasting applied to real work. It teaches the source-grounded method, halts for observable user work, evaluates each gate, and produces a structured handoff.

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Reverse Brainstorming Trace · cerredz
Use this skill when the user invokes /reverse-brainstorming-trace or asks for a default public reasoning trace using Reverse Brainstorming. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Reverse Brainstorming as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by creative inversion instead of a generic response.

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Rubber Duck Debugging Trace · cerredz
Use this skill when the user invokes /rubber-duck-debugging-trace or asks for a default public reasoning trace using Rubber Duck Debugging. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Rubber Duck Debugging as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by explaining a problem aloud step-by-step to an inanimate listener to discover the solution instead of a generic response.

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Spider Mapping Trace Medium · cerredz
Use this skill when the user invokes /spider-mapping-trace-medium or asks for a medium public reasoning trace using Spider Mapping. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Spider Mapping as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by radiating ideas outward from a central concept in a visual web instead of a generic response.

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Stock And Flow Trace Medium · cerredz
Use this skill when the user invokes /stock-and-flow-trace-medium or asks for a medium public reasoning trace using Stock And Flow Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Stock And Flow Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by systems dynamics instead of a generic response.

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Theory Of Constraints Trace · cerredz
Use this skill when the user invokes /theory-of-constraints-trace or asks for a default public reasoning trace using Theory Of Constraints. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Theory Of Constraints as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by constraint analysis instead of a generic response.

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Tradeoff Matrix Trace Large · cerredz
Use this skill when the user invokes /tradeoff-matrix-trace-large or asks for a large public reasoning trace using Tradeoff Matrix. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Tradeoff Matrix as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by comparative decision analysis instead of a generic response.

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Tradeoff Matrix Trace Small · cerredz
Use this skill when the user invokes /tradeoff-matrix-trace-small or asks for a small public reasoning trace using Tradeoff Matrix. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Tradeoff Matrix as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by comparative decision analysis instead of a generic response.

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Trial And Error Trace Large · cerredz
Use this skill when the user invokes /trial-and-error-trace-large or asks for a large public reasoning trace using Trial and Error. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Trial and Error as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by systematically trying possible solutions and learning from failed attempts instead of a generic response.

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Trial And Error Trace Small · cerredz
Use this skill when the user invokes /trial-and-error-trace-small or asks for a small public reasoning trace using Trial and Error. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Trial and Error as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by systematically trying possible solutions and learning from failed attempts instead of a generic response.

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Values Tradeoff Trace Large · cerredz
Use this skill when the user invokes /values-tradeoff-trace-large or asks for a large public reasoning trace using Values Tradeoff Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Values Tradeoff Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by ethical decision analysis instead of a generic response.

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Values Tradeoff Trace Small · cerredz
Use this skill when the user invokes /values-tradeoff-trace-small or asks for a small public reasoning trace using Values Tradeoff Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Values Tradeoff Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by ethical decision analysis instead of a generic response.

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Vrio Framework Trace Medium · cerredz
Use this skill when the user invokes /vrio-framework-trace-medium or asks for a medium public reasoning trace using VRIO Framework. The skill writes a durable scratchpad to root memory/{question_name}.md and uses VRIO Framework as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by evaluating resources by Value, Rarity, Imitability, and Organization instead of a generic response.

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Affect Heuristic Trace Large · cerredz
Use this skill when the user invokes /affect-heuristic-trace-large or asks for a large public reasoning trace using Affect Heuristic. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Affect Heuristic as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by using emotional response to judge risks and benefits of a decision instead of a generic response.

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Affect Heuristic Trace Small · cerredz
Use this skill when the user invokes /affect-heuristic-trace-small or asks for a small public reasoning trace using Affect Heuristic. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Affect Heuristic as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by using emotional response to judge risks and benefits of a decision instead of a generic response.

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Comparative Case Trace Large · cerredz
Use this skill when the user invokes /comparative-case-trace-large or asks for a large public reasoning trace using Comparative Case Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Comparative Case Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by case comparison instead of a generic response.

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Comparative Case Trace Small · cerredz
Use this skill when the user invokes /comparative-case-trace-small or asks for a small public reasoning trace using Comparative Case Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Comparative Case Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by case comparison instead of a generic response.

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Concept Mapping Trace Medium · cerredz
Use this skill when the user invokes /concept-mapping-trace-medium or asks for a medium public reasoning trace using Concept Mapping. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Concept Mapping as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by organizing and representing knowledge as a network of concepts linked by relationships instead of a generic response.

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Decision Matrix Trace Medium · cerredz
Use this skill when the user invokes /decision-matrix-trace-medium or asks for a medium public reasoning trace using Decision Matrix. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Decision Matrix as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by evaluating alternatives against weighted criteria to identify the best option instead of a generic response.

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Design Thinking Trace Medium · cerredz
Use this skill when the user invokes /design-thinking-trace-medium or asks for a medium public reasoning trace using Design Thinking. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Design Thinking as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by human-centered design instead of a generic response.

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Devils Advocacy Trace Medium · cerredz
Use this skill when the user invokes /devils-advocacy-trace-medium or asks for a medium public reasoning trace using Devils Advocacy. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Devils Advocacy as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by adversarial critique instead of a generic response.

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Elimination By Aspects Trace · cerredz
Use this skill when the user invokes /elimination-by-aspects-trace or asks for a default public reasoning trace using Elimination by Aspects. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Elimination by Aspects as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by eliminating alternatives that fail a criterion one attribute at a time instead of a generic response.

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Empathy Mapping Trace Medium · cerredz
Use this skill when the user invokes /empathy-mapping-trace-medium or asks for a medium public reasoning trace using Empathy Mapping. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Empathy Mapping as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by capturing what users say, think, do, and feel to build deeper understanding instead of a generic response.

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Ethnographic Reasoning Trace · cerredz
Use this skill when the user invokes /ethnographic-reasoning-trace or asks for a default public reasoning trace using Ethnographic Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Ethnographic Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by contextual social analysis instead of a generic response.

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Evidence Triangulation Trace · cerredz
Use this skill when the user invokes /evidence-triangulation-trace or asks for a default public reasoning trace using Evidence Triangulation. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Evidence Triangulation as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by evidence synthesis instead of a generic response.

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Fermi Estimation Trace Large · cerredz
Use this skill when the user invokes /fermi-estimation-trace-large or asks for a large public reasoning trace using Fermi Estimation. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Fermi Estimation as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by decomposing quantitative questions into tractable sub-estimates instead of a generic response.

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Fermi Estimation Trace Small · cerredz
Use this skill when the user invokes /fermi-estimation-trace-small or asks for a small public reasoning trace using Fermi Estimation. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Fermi Estimation as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by decomposing quantitative questions into tractable sub-estimates instead of a generic response.

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First Principles Trace Large · cerredz
Use this skill when the user invokes /first-principles-trace-large or asks for a large public reasoning trace using First Principles. The skill writes a durable scratchpad to root memory/{question_name}.md and uses First Principles as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by foundational decomposition instead of a generic response.

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First Principles Trace Small · cerredz
Use this skill when the user invokes /first-principles-trace-small or asks for a small public reasoning trace using First Principles. The skill writes a durable scratchpad to root memory/{question_name}.md and uses First Principles as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by foundational decomposition instead of a generic response.

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Forward Chaining Trace Large · cerredz
Use this skill when the user invokes /forward-chaining-trace-large or asks for a large public reasoning trace using Forward Chaining. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Forward Chaining as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by data-driven inference instead of a generic response.

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Forward Chaining Trace Small · cerredz
Use this skill when the user invokes /forward-chaining-trace-small or asks for a small public reasoning trace using Forward Chaining. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Forward Chaining as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by data-driven inference instead of a generic response.

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Horizon Scanning Trace Large · cerredz
Use this skill when the user invokes /horizon-scanning-trace-large or asks for a large public reasoning trace using Horizon Scanning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Horizon Scanning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by weak signal analysis instead of a generic response.

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Horizon Scanning Trace Small · cerredz
Use this skill when the user invokes /horizon-scanning-trace-small or asks for a small public reasoning trace using Horizon Scanning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Horizon Scanning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by weak signal analysis instead of a generic response.

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Jobs To Be Done Trace Medium · cerredz
Use this skill when the user invokes /jobs-to-be-done-trace-medium or asks for a medium public reasoning trace using Jobs to be Done. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Jobs to be Done as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by understanding the functional, social, and emotional dimensions of what customers hire a product to do instead of a generic response.

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Lateral Thinking Trace Large · cerredz
Use this skill when the user invokes /lateral-thinking-trace-large or asks for a large public reasoning trace using Lateral Thinking. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Lateral Thinking as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by creative problem solving instead of a generic response.

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Lateral Thinking Trace Small · cerredz
Use this skill when the user invokes /lateral-thinking-trace-small or asks for a small public reasoning trace using Lateral Thinking. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Lateral Thinking as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by creative problem solving instead of a generic response.

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Legal Reasoning Trace Medium · cerredz
Use this skill when the user invokes /legal-reasoning-trace-medium or asks for a medium public reasoning trace using Legal Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Legal Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by rule and precedent analysis instead of a generic response.

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Leverage Points Trace Medium · cerredz
Use this skill when the user invokes /leverage-points-trace-medium or asks for a medium public reasoning trace using Leverage Points. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Leverage Points as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by systems intervention instead of a generic response.

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Modal Reasoning Trace Medium · cerredz
Use this skill when the user invokes /modal-reasoning-trace-medium or asks for a medium public reasoning trace using Modal Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Modal Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by possibility and necessity logic instead of a generic response.

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Morphological Analysis Trace · cerredz
Use this skill when the user invokes /morphological-analysis-trace or asks for a default public reasoning trace using Morphological Analysis. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Morphological Analysis as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by creative decomposition instead of a generic response.

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Multi Agent Debate Reasoning · cerredz
Meta-skill pairing multi-agent debate with any Vidbyte reasoning strategy. 3 heterogeneous agents (Optimizer, Skeptic, Integrator) apply selected strategy, then debate in rounds toward consensus.

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Nonmonotonic Reasoning Trace · cerredz
Use this skill when the user invokes /nonmonotonic-reasoning-trace or asks for a default public reasoning trace using Nonmonotonic Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Nonmonotonic Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by revisable logic instead of a generic response.

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Null Hypothesis Trace Medium · cerredz
Use this skill when the user invokes /null-hypothesis-trace-medium or asks for a medium public reasoning trace using Null Hypothesis Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Null Hypothesis Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by statistical inference instead of a generic response.

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Opportunity Cost Trace Large · cerredz
Use this skill when the user invokes /opportunity-cost-trace-large or asks for a large public reasoning trace using Opportunity Cost Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Opportunity Cost Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by resource allocation instead of a generic response.

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Opportunity Cost Trace Small · cerredz
Use this skill when the user invokes /opportunity-cost-trace-small or asks for a small public reasoning trace using Opportunity Cost Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Opportunity Cost Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by resource allocation instead of a generic response.

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Pareto Principle Trace Large · cerredz
Use this skill when the user invokes /pareto-principle-trace-large or asks for a large public reasoning trace using Pareto Principle. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Pareto Principle as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by focusing on the vital few causes that produce the majority of effects instead of a generic response.

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Pareto Principle Trace Small · cerredz
Use this skill when the user invokes /pareto-principle-trace-small or asks for a small public reasoning trace using Pareto Principle. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Pareto Principle as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by focusing on the vital few causes that produce the majority of effects instead of a generic response.

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Policy Analysis Trace Medium · cerredz
Use this skill when the user invokes /policy-analysis-trace-medium or asks for a medium public reasoning trace using Policy Analysis. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Policy Analysis as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by public decision analysis instead of a generic response.

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Predicate Logic Trace Medium · cerredz
Use this skill when the user invokes /predicate-logic-trace-medium or asks for a medium public reasoning trace using Predicate Logic Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Predicate Logic Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by formal logic instead of a generic response.

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Proof By Contradiction Trace · cerredz
Use this skill when the user invokes /proof-by-contradiction-trace or asks for a default public reasoning trace using Proof By Contradiction. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Proof By Contradiction as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by formal logic instead of a generic response.

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Random Stimulus Trace Medium · cerredz
Use this skill when the user invokes /random-stimulus-trace-medium or asks for a medium public reasoning trace using Random Stimulus. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Random Stimulus as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by creative provocation instead of a generic response.

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Systems Thinking Trace Large · cerredz
Use this skill when the user invokes /systems-thinking-trace-large or asks for a large public reasoning trace using Systems Thinking. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Systems Thinking as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by systems analysis instead of a generic response.

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Systems Thinking Trace Small · cerredz
Use this skill when the user invokes /systems-thinking-trace-small or asks for a small public reasoning trace using Systems Thinking. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Systems Thinking as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by systems analysis instead of a generic response.

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Tradeoff Matrix Trace Medium · cerredz
Use this skill when the user invokes /tradeoff-matrix-trace-medium or asks for a medium public reasoning trace using Tradeoff Matrix. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Tradeoff Matrix as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by comparative decision analysis instead of a generic response.

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Trial And Error Trace Medium · cerredz
Use this skill when the user invokes /trial-and-error-trace-medium or asks for a medium public reasoning trace using Trial and Error. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Trial and Error as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by systematically trying possible solutions and learning from failed attempts instead of a generic response.

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Value Focused Thinking Trace · cerredz
Use this skill when the user invokes /value-focused-thinking-trace or asks for a default public reasoning trace using Value-Focused Thinking. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Value-Focused Thinking as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by letting fundamental values drive the generation of decision alternatives instead of a generic response.

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Values Tradeoff Trace Medium · cerredz
Use this skill when the user invokes /values-tradeoff-trace-medium or asks for a medium public reasoning trace using Values Tradeoff Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Values Tradeoff Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by ethical decision analysis instead of a generic response.

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What If Analysis Trace Large · cerredz
Use this skill when the user invokes /what-if-analysis-trace-large or asks for a large public reasoning trace using What If Analysis. The skill writes a durable scratchpad to root memory/{question_name}.md and uses What If Analysis as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by scenario stress testing instead of a generic response.

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What If Analysis Trace Small · cerredz
Use this skill when the user invokes /what-if-analysis-trace-small or asks for a small public reasoning trace using What If Analysis. The skill writes a durable scratchpad to root memory/{question_name}.md and uses What If Analysis as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by scenario stress testing instead of a generic response.

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Affect Heuristic Trace Medium · cerredz
Use this skill when the user invokes /affect-heuristic-trace-medium or asks for a medium public reasoning trace using Affect Heuristic. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Affect Heuristic as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by using emotional response to judge risks and benefits of a decision instead of a generic response.

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Assumption Ladder Trace Large · cerredz
Use this skill when the user invokes /assumption-ladder-trace-large or asks for a large public reasoning trace using Assumption Ladder. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Assumption Ladder as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by metacognitive analysis instead of a generic response.

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Assumption Ladder Trace Small · cerredz
Use this skill when the user invokes /assumption-ladder-trace-small or asks for a small public reasoning trace using Assumption Ladder. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Assumption Ladder as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by metacognitive analysis instead of a generic response.

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Backward Chaining Trace Large · cerredz
Use this skill when the user invokes /backward-chaining-trace-large or asks for a large public reasoning trace using Backward Chaining. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Backward Chaining as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by goal-driven inference instead of a generic response.

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Backward Chaining Trace Small · cerredz
Use this skill when the user invokes /backward-chaining-trace-small or asks for a small public reasoning trace using Backward Chaining. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Backward Chaining as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by goal-driven inference instead of a generic response.

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Comparative Case Trace Medium · cerredz
Use this skill when the user invokes /comparative-case-trace-medium or asks for a medium public reasoning trace using Comparative Case Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Comparative Case Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by case comparison instead of a generic response.

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Constraint Satisfaction Trace · cerredz
Use this skill when the user invokes /constraint-satisfaction-trace or asks for a default public reasoning trace using Constraint Satisfaction. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Constraint Satisfaction as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by search and optimization instead of a generic response.

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Curriculum Learning Reasoning · cerredz
Meta-skill pairing curriculum learning scaffolding with any Vidbyte strategy. Designs easy-to-hard proxy problems, solves each with the selected strategy, builds toward target through progressive difficulty, and records transfer insights at each step. Use when the user invokes /curriculum-learning-reasoning or needs incremental reasoning buildup instead of frontal assault on complex problems.

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Default Heuristic Trace Large · cerredz
Use this skill when the user invokes /default-heuristic-trace-large or asks for a large public reasoning trace using Default Heuristic. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Default Heuristic as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by accepting the preset option rather than actively choosing an alternative instead of a generic response.

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Default Heuristic Trace Small · cerredz
Use this skill when the user invokes /default-heuristic-trace-small or asks for a small public reasoning trace using Default Heuristic. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Default Heuristic as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by accepting the preset option rather than actively choosing an alternative instead of a generic response.

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Fairness Analysis Trace Large · cerredz
Use this skill when the user invokes /fairness-analysis-trace-large or asks for a large public reasoning trace using Fairness Analysis. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Fairness Analysis as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by equity reasoning instead of a generic response.

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Fairness Analysis Trace Small · cerredz
Use this skill when the user invokes /fairness-analysis-trace-small or asks for a small public reasoning trace using Fairness Analysis. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Fairness Analysis as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by equity reasoning instead of a generic response.

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Fermi Estimation Trace Medium · cerredz
Use this skill when the user invokes /fermi-estimation-trace-medium or asks for a medium public reasoning trace using Fermi Estimation. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Fermi Estimation as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by decomposing quantitative questions into tractable sub-estimates instead of a generic response.

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First Principles Trace Medium · cerredz
Use this skill when the user invokes /first-principles-trace-medium or asks for a medium public reasoning trace using First Principles. The skill writes a durable scratchpad to root memory/{question_name}.md and uses First Principles as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by foundational decomposition instead of a generic response.

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Fluency Heuristic Trace Large · cerredz
Use this skill when the user invokes /fluency-heuristic-trace-large or asks for a large public reasoning trace using Fluency Heuristic. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Fluency Heuristic as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by inferring value or truth from how easily something is processed instead of a generic response.

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Fluency Heuristic Trace Small · cerredz
Use this skill when the user invokes /fluency-heuristic-trace-small or asks for a small public reasoning trace using Fluency Heuristic. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Fluency Heuristic as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by inferring value or truth from how easily something is processed instead of a generic response.

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Forward Chaining Trace Medium · cerredz
Use this skill when the user invokes /forward-chaining-trace-medium or asks for a medium public reasoning trace using Forward Chaining. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Forward Chaining as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by data-driven inference instead of a generic response.

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Horizon Scanning Trace Medium · cerredz
Use this skill when the user invokes /horizon-scanning-trace-medium or asks for a medium public reasoning trace using Horizon Scanning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Horizon Scanning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by weak signal analysis instead of a generic response.

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Influence Diagram Trace Large · cerredz
Use this skill when the user invokes /influence-diagram-trace-large or asks for a large public reasoning trace using Influence Diagram. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Influence Diagram as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by mapping decisions, uncertainties, and objectives as a directed graph instead of a generic response.

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Influence Diagram Trace Small · cerredz
Use this skill when the user invokes /influence-diagram-trace-small or asks for a small public reasoning trace using Influence Diagram. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Influence Diagram as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by mapping decisions, uncertainties, and objectives as a directed graph instead of a generic response.

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Lateral Thinking Trace Medium · cerredz
Use this skill when the user invokes /lateral-thinking-trace-medium or asks for a medium public reasoning trace using Lateral Thinking. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Lateral Thinking as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by creative problem solving instead of a generic response.

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Linchpin Analysis Trace Large · cerredz
Use this skill when the user invokes /linchpin-analysis-trace-large or asks for a large public reasoning trace using Linchpin Analysis. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Linchpin Analysis as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by structured analytic technique instead of a generic response.

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Linchpin Analysis Trace Small · cerredz
Use this skill when the user invokes /linchpin-analysis-trace-small or asks for a small public reasoning trace using Linchpin Analysis. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Linchpin Analysis as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by structured analytic technique instead of a generic response.

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Mental Simulation Trace Large · cerredz
Use this skill when the user invokes /mental-simulation-trace-large or asks for a large public reasoning trace using Mental Simulation. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Mental Simulation as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by envisioning future events in concrete detail to assess feasibility and risks instead of a generic response.

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Mental Simulation Trace Small · cerredz
Use this skill when the user invokes /mental-simulation-trace-small or asks for a small public reasoning trace using Mental Simulation. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Mental Simulation as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by envisioning future events in concrete detail to assess feasibility and risks instead of a generic response.

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Multi Attribute Utility Trace · cerredz
Use this skill when the user invokes /multi-attribute-utility-trace or asks for a default public reasoning trace using Multi-Attribute Utility Theory. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Multi-Attribute Utility Theory as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by quantifying preferences across multiple objectives to find the optimal choice instead of a generic response.

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Nth Order Effects Trace Large · cerredz
Use this skill when the user invokes /nth-order-effects-trace-large or asks for a large public reasoning trace using Nth Order Effects. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Nth Order Effects as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by consequence analysis instead of a generic response.

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Nth Order Effects Trace Small · cerredz
Use this skill when the user invokes /nth-order-effects-trace-small or asks for a small public reasoning trace using Nth Order Effects. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Nth Order Effects as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by consequence analysis instead of a generic response.

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Opportunity Cost Trace Medium · cerredz
Use this skill when the user invokes /opportunity-cost-trace-medium or asks for a medium public reasoning trace using Opportunity Cost Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Opportunity Cost Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by resource allocation instead of a generic response.

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Pareto Principle Trace Medium · cerredz
Use this skill when the user invokes /pareto-principle-trace-medium or asks for a medium public reasoning trace using Pareto Principle. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Pareto Principle as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by focusing on the vital few causes that produce the majority of effects instead of a generic response.

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Precautionary Principle Trace · cerredz
Use this skill when the user invokes /precautionary-principle-trace or asks for a default public reasoning trace using Precautionary Principle. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Precautionary Principle as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by taking preventive action when an activity raises threats of harm even without full scientific certainty instead of a generic response.

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Scenario Planning Trace Large · cerredz
Use this skill when the user invokes /scenario-planning-trace-large or asks for a large public reasoning trace using Scenario Planning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Scenario Planning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by future uncertainty analysis instead of a generic response.

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Scenario Planning Trace Small · cerredz
Use this skill when the user invokes /scenario-planning-trace-small or asks for a small public reasoning trace using Scenario Planning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Scenario Planning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by future uncertainty analysis instead of a generic response.

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Schon Reflective Conversation · cerredz
Use this skill when the user wants guided Schön's Reflective Conversation applied to real work. It teaches the source-grounded method, halts for observable user work, evaluates each gate, and produces a structured handoff.

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Scientific Method Trace Large · cerredz
Use this skill when the user invokes /scientific-method-trace-large or asks for a large public reasoning trace using Scientific Method. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Scientific Method as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by empirical inquiry instead of a generic response.

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Scientific Method Trace Small · cerredz
Use this skill when the user invokes /scientific-method-trace-small or asks for a small public reasoning trace using Scientific Method. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Scientific Method as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by empirical inquiry instead of a generic response.

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Six Thinking Hats Trace Large · cerredz
Use this skill when the user invokes /six-thinking-hats-trace-large or asks for a large public reasoning trace using Six Thinking Hats. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Six Thinking Hats as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by parallel thinking instead of a generic response.

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Six Thinking Hats Trace Small · cerredz
Use this skill when the user invokes /six-thinking-hats-trace-small or asks for a small public reasoning trace using Six Thinking Hats. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Six Thinking Hats as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by parallel thinking instead of a generic response.

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Spatial Reasoning Trace Large · cerredz
Use this skill when the user invokes /spatial-reasoning-trace-large or asks for a large public reasoning trace using Spatial Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Spatial Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 500 or more numbered lines or roughly 10,000+ tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by geometric and layout logic instead of a generic response.

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Spatial Reasoning Trace Small · cerredz
Use this skill when the user invokes /spatial-reasoning-trace-small or asks for a small public reasoning trace using Spatial Reasoning. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Spatial Reasoning as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 25 numbered lines or roughly 500 to 900 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by geometric and layout logic instead of a generic response.

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Speed Accuracy Tradeoff Trace · cerredz
Use this skill when the user invokes /speed-accuracy-tradeoff-trace or asks for a default public reasoning trace using Speed-Accuracy Tradeoff. The skill writes a durable scratchpad to root memory/{question_name}.md and uses Speed-Accuracy Tradeoff as the actual structure of the analysis. Treat the scale as a rough effort target rather than a fixed quota: around 100 numbered lines or roughly 2,000 to 3,500 tokens of public scratchpad detail. Use this skill when the user wants the answer shaped by explicitly balancing decision speed against accuracy requirements for the context instead of a generic response.

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843 published skills · page 1 of 9