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pig-farm-controller/bmad/core/tasks/adv-elicit-methods.csv
2025-11-01 19:22:39 +08:00

7.7 KiB

1categorymethod_namedescriptionoutput_pattern
2advancedTree of ThoughtsExplore multiple reasoning paths simultaneously then evaluate and select the best - perfect for complex problems with multiple valid approaches where finding the optimal path matterspaths → evaluation → selection
3advancedGraph of ThoughtsModel reasoning as an interconnected network of ideas to reveal hidden relationships - ideal for systems thinking and discovering emergent patterns in complex multi-factor situationsnodes → connections → patterns
4advancedThread of ThoughtMaintain coherent reasoning across long contexts by weaving a continuous narrative thread - essential for RAG systems and maintaining consistency in lengthy analysescontext → thread → synthesis
5advancedSelf-Consistency ValidationGenerate multiple independent approaches then compare for consistency - crucial for high-stakes decisions where verification and consensus building matterapproaches → comparison → consensus
6advancedMeta-Prompting AnalysisStep back to analyze the approach structure and methodology itself - valuable for optimizing prompts and improving problem-solving strategiescurrent → analysis → optimization
7advancedReasoning via PlanningBuild a reasoning tree guided by world models and goal states - excellent for strategic planning and sequential decision-making tasksmodel → planning → strategy
8collaborationStakeholder Round TableConvene multiple personas to contribute diverse perspectives - essential for requirements gathering and finding balanced solutions across competing interestsperspectives → synthesis → alignment
9collaborationExpert Panel ReviewAssemble domain experts for deep specialized analysis - ideal when technical depth and peer review quality are neededexpert views → consensus → recommendations
10competitiveRed Team vs Blue TeamAdversarial attack-defend analysis to find vulnerabilities - critical for security testing and building robust solutions through adversarial thinkingdefense → attack → hardening
11coreExpand or Contract for AudienceDynamically adjust detail level and technical depth for target audience - essential when content needs to match specific reader capabilitiesaudience → adjustments → refined content
12coreCritique and RefineSystematic review to identify strengths and weaknesses then improve - standard quality check for drafts needing polish and enhancementstrengths/weaknesses → improvements → refined version
13coreExplain ReasoningWalk through step-by-step thinking to show how conclusions were reached - crucial for transparency and helping others understand complex logicsteps → logic → conclusion
14coreFirst Principles AnalysisStrip away assumptions to rebuild from fundamental truths - breakthrough technique for innovation and solving seemingly impossible problemsassumptions → truths → new approach
15core5 Whys Deep DiveRepeatedly ask why to drill down to root causes - simple but powerful for understanding failures and fixing problems at their sourcewhy chain → root cause → solution
16coreSocratic QuestioningUse targeted questions to reveal hidden assumptions and guide discovery - excellent for teaching and helping others reach insights themselvesquestions → revelations → understanding
17creativeReverse EngineeringWork backwards from desired outcome to find implementation path - powerful for goal achievement and understanding how to reach specific endpointsend state → steps backward → path forward
18creativeWhat If ScenariosExplore alternative realities to understand possibilities and implications - valuable for contingency planning and creative explorationscenarios → implications → insights
19creativeSCAMPER MethodApply seven creativity lenses (Substitute/Combine/Adapt/Modify/Put/Eliminate/Reverse) - systematic ideation for product innovation and improvementS→C→A→M→P→E→R
20learningFeynman TechniqueExplain complex concepts simply as if teaching a child - the ultimate test of true understanding and excellent for knowledge transfercomplex → simple → gaps → mastery
21learningActive Recall TestingTest understanding without references to verify true knowledge - essential for identifying gaps and reinforcing masterytest → gaps → reinforcement
22narrativeUnreliable Narrator ModeQuestion assumptions and biases by adopting skeptical perspective - crucial for detecting hidden agendas and finding balanced truthperspective → biases → balanced view
23optimizationSpeedrun OptimizationFind the fastest most efficient path by eliminating waste - perfect when time pressure demands maximum efficiencycurrent → bottlenecks → optimized
24optimizationNew Game PlusRevisit challenges with enhanced capabilities from prior experience - excellent for iterative improvement and mastery buildinginitial → enhanced → improved
25optimizationRoguelike PermadeathTreat decisions as irreversible to force careful high-stakes analysis - ideal for critical decisions with no second chancesdecision → consequences → execution
26philosophicalOccam's Razor ApplicationFind the simplest sufficient explanation by eliminating unnecessary complexity - essential for debugging and theory selectionoptions → simplification → selection
27philosophicalTrolley Problem VariationsExplore ethical trade-offs through moral dilemmas - valuable for understanding values and making difficult ethical decisionsdilemma → analysis → decision
28quantumObserver Effect ConsiderationAnalyze how the act of measurement changes what's being measured - important for understanding metrics impact and self-aware systemsunmeasured → observation → impact
29retrospectiveHindsight ReflectionImagine looking back from the future to gain perspective - powerful for project reviews and extracting wisdom from experiencefuture view → insights → application
30retrospectiveLessons Learned ExtractionSystematically identify key takeaways and actionable improvements - essential for knowledge transfer and continuous improvementexperience → lessons → actions
31riskIdentify Potential RisksBrainstorm what could go wrong across all categories - fundamental for project planning and deployment preparationcategories → risks → mitigations
32riskChallenge from Critical PerspectivePlay devil's advocate to stress-test ideas and find weaknesses - essential for overcoming groupthink and building robust solutionsassumptions → challenges → strengthening
33riskFailure Mode AnalysisSystematically explore how each component could fail - critical for reliability engineering and safety-critical systemscomponents → failures → prevention
34riskPre-mortem AnalysisImagine future failure then work backwards to prevent it - powerful technique for risk mitigation before major launchesfailure scenario → causes → prevention
35scientificPeer Review SimulationApply rigorous academic evaluation standards - ensures quality through methodology review and critical assessmentmethodology → analysis → recommendations
36scientificReproducibility CheckVerify results can be replicated independently - fundamental for reliability and scientific validitymethod → replication → validation
37structuralDependency MappingVisualize interconnections to understand requirements and impacts - essential for complex systems and integration planningcomponents → dependencies → impacts
38structuralInformation Architecture ReviewOptimize organization and hierarchy for better user experience - crucial for fixing navigation and findability problemscurrent → pain points → restructure
39structuralSkeleton of ThoughtCreate structure first then expand branches in parallel - efficient for generating long content quickly with good organizationskeleton → branches → integration