MaxKmet/idea-validation-agents

这个仓库里有 45 个技能，GitHub 星标 ★ 462。

• cac-modelerModels LTV, CAC by channel, LTV:CAC ratios, payback period, and viability verdic
• competitor-mapperMaps direct, indirect, substitute, and emerging competitors with review mining,
• decision-memoWrites a decision brief with verdict, RAT experiment, pre-mortem, tier-calibrate
• desire-evaluatorScores human desire motivations (survival, status, belonging, control, curiosity
• distribution-analysisEvaluates organic reach, paid feasibility, platform advantages, creator fit, and
• idea-scoringAggregates all dimension scores into a final 0-100 score with verdict using mult
• pivot-engineGenerates evidence-backed pivot options with scoring simulation, effort estimati
• pricing-and-wtpModels WTP using Van Westendorp analysis, desire-premium multipliers, category b
• retention-predictorPredicts retention via usage frequency, habit formation, and churn risk. See can
• tam-sam-som-builderEstimates TAM, SAM, and realistic SOM using triangulated bottom-up methodology w
• trend-analysisAnalyzes market trends across TikTok, Reddit, App Store, and Google Trends. Writ
• trend-to-product-mapperMaps viral content and trending topics to concrete app opportunities. See canoni
• user-background-interviewerDeep background interview to surface domain fit and distribution advantages. See
• user-segmentation-profilerClassifies the user into an ICP tier (beginner/builder/growth). See canonical de
• weakness-detectionIdentifies weak scoring dimensions, root causes, and failure modes. See canonica
• cac-modelerModels CAC by channel and acquisition viability at indie scale. See canonical de
• competitor-mapperMaps direct, indirect, and substitute competitors with positioning gaps. See can
• decision-memoWrites a human-readable decision brief with verdict, strengths, risks, and next
• desire-evaluatorScores human desire motivations (survival, status, belonging, control, curiosity
• distribution-analysisEvaluates organic reach, paid feasibility, platform advantages, creator fit. See
• idea-scoringAggregates all dimension scores into a final 0-100 score with verdict. See canon
• pivot-engineGenerates structured pivot options based on weak scoring dimensions. Writes pivo
• pricing-and-wtpModels willingness to pay and viable pricing models. See canonical definition in
• retention-predictorPredicts retention via usage frequency, habit formation, and churn risk. See can
• tam-sam-som-builderEstimates TAM, SAM, and realistic SOM using bottom-up methodology. See canonical
• trend-analysisAnalyzes market trends across TikTok, Reddit, App Store, and Google Trends. Writ
• trend-to-product-mapperMaps viral content and trending topics to concrete app opportunities. See canoni
• user-background-interviewerDeep background interview to surface domain fit and distribution advantages. See
• user-segmentation-profilerClassifies the user into an ICP tier (beginner/builder/growth). See canonical de
• weakness-detectionIdentifies weak scoring dimensions, root causes, and failure modes. See canonica
• cac-modelerModels LTV, CAC by channel, LTV:CAC ratios, and payback period for an indie deve
• competitor-mapperMaps the full competitive landscape — direct, indirect, substitute, and emerging
• decision-memoWrites a concise, human-readable decision brief summarizing the full validation
• desire-evaluatorScores the strength of core human desire motivations (survival, status, belongin
• distribution-analysisEvaluates organic reach potential, paid feasibility, platform distribution advan
• idea-scoringAggregates all dimension scores into a final idea score (0–100) and issues a ver
• pivot-engineGenerates structured pivot options for a scored idea based on weak dimensions, m
• pricing-and-wtpModels willingness to pay using Van Westendorp price sensitivity analysis, desir
• retention-predictorPredicts retention potential by evaluating usage frequency, habit formation mech
• tam-sam-som-builderEstimates TAM, SAM, and realistic SOM for a B2C app idea using triangulated bott
• trend-analysisAnalyzes market trends across platforms (TikTok, Reddit, App Store, Google Trend
• trend-to-product-mapperMaps viral social content and trending topics to concrete app opportunities by e
• user-background-interviewerConducts a deep background interview to understand what types of app ideas this
• user-segmentation-profilerClassifies the user into an ICP tier (beginner/builder/growth) based on experien
• weakness-detectionAnalyzes idea-scoring output to identify the weakest dimensions, root causes of