MaxKmet/idea-validation-agents

trend-analysis

Analyzes market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category. Writes a new file to memory/market_insights/.

pivot-engine

Generates evidence-backed pivot options with scoring simulation, effort estimation, and indie buildability filtering. Writes pivot_options.json (structured) and pivot_report.md (human-readable brief). See canonical definition in skills/pivot-engine/SKILL.md.

pivot-engine

Generates structured pivot options based on weak scoring dimensions. Writes pivot_options.json (structured) and pivot_report.md (human-readable brief). See canonical definition in skills/pivot-engine/SKILL.md.

pivot-engine

Generates structured pivot options for a scored idea based on weak dimensions, market_insights signals, and founder constraints. Includes scoring simulation, minimum viable pivot criteria, effort estimation, and indie buildability filtering.

cac-modeler

Models LTV, CAC by channel, LTV:CAC ratios, payback period, and viability verdict using retention data, market_insights calibration, and indie budget tiers. See canonical definition in skills/cac-modeler/SKILL.md.

competitor-mapper

Maps direct, indirect, substitute, and emerging competitors with review mining, positioning gap analysis, and market_insights-calibrated saturation scoring. See canonical definition in skills/competitor-mapper/SKILL.md.

decision-memo

Writes a decision brief with verdict, RAT experiment, pre-mortem, tier-calibrated next actions, and kill criteria. See canonical definition in skills/decision-memo/SKILL.md.

desire-evaluator

Scores human desire motivations (survival, status, belonging, control, curiosity). See canonical definition in skills/desire-evaluator/SKILL.md.

distribution-analysis

Evaluates organic reach, paid feasibility, platform advantages, creator fit, and founder edge with viral coefficient estimation, ASO rubric, and tier-adjusted verdicts. See canonical definition in skills/distribution-analysis/SKILL.md.

idea-scoring

Aggregates all dimension scores into a final 0-100 score with verdict using multiplicative-floor algorithm and Riskiest Assumption Test (RAT). See canonical definition in skills/idea-scoring/SKILL.md.

pricing-and-wtp

Models WTP using Van Westendorp analysis, desire-premium multipliers, category benchmarks, and market_insights monetization signals. Includes freemium conversion estimation and B2B2C pricing. See canonical definition in skills/pricing-and-wtp/SKILL.md.

retention-predictor

Predicts retention via usage frequency, habit formation, and churn risk. See canonical definition in skills/retention-predictor/SKILL.md.

tam-sam-som-builder

Estimates TAM, SAM, and realistic SOM using triangulated bottom-up methodology with market_insights trend data, capture rate benchmarks, and growth-rate adjustments. See canonical definition in skills/tam-sam-som-builder/SKILL.md.

trend-analysis

Analyzes market trends across TikTok, Reddit, App Store, and Google Trends. Writes a new file to memory/market_insights/. See canonical definition in skills/trend-analysis/SKILL.md.

trend-to-product-mapper

Maps viral content and trending topics to concrete app opportunities. See canonical definition in skills/trend-to-product-mapper/SKILL.md.

user-background-interviewer

Deep background interview to surface domain fit and distribution advantages. See canonical definition in skills/user-background-interviewer/SKILL.md.

user-segmentation-profiler

Classifies the user into an ICP tier (beginner/builder/growth). See canonical definition in skills/user-segmentation-profiler/SKILL.md.

weakness-detection

Identifies weak scoring dimensions, root causes, and failure modes. See canonical definition in skills/weakness-detection/SKILL.md.

cac-modeler

Models CAC by channel and acquisition viability at indie scale. See canonical definition in skills/cac-modeler/SKILL.md.

competitor-mapper

Maps direct, indirect, and substitute competitors with positioning gaps. See canonical definition in skills/competitor-mapper/SKILL.md.

decision-memo

Writes a human-readable decision brief with verdict, strengths, risks, and next step. See canonical definition in skills/decision-memo/SKILL.md.

distribution-analysis

Evaluates organic reach, paid feasibility, platform advantages, creator fit. See canonical definition in skills/distribution-analysis/SKILL.md.

idea-scoring

Aggregates all dimension scores into a final 0-100 score with verdict. See canonical definition in skills/idea-scoring/SKILL.md.

pricing-and-wtp

Models willingness to pay and viable pricing models. See canonical definition in skills/pricing-and-wtp/SKILL.md.

tam-sam-som-builder

Estimates TAM, SAM, and realistic SOM using bottom-up methodology. See canonical definition in skills/tam-sam-som-builder/SKILL.md.

cac-modeler

Models LTV, CAC by channel, LTV:CAC ratios, and payback period for an indie developer. Uses market_insights to calibrate channel CPMs and competitive intensity. Includes indie budget tier definitions and viability thresholds.

competitor-mapper

Maps the full competitive landscape — direct, indirect, substitute, and emerging competitors — with positioning gap analysis, review mining, and market_insights-calibrated saturation scoring. Feeds into idea-scoring, cac-modeler, pricing-and-wtp, and…

decision-memo

Writes a concise, human-readable decision brief summarizing the full validation analysis — including score, verdict, RAT experiment, pre-mortem, and tier-appropriate next actions. The document a founder actually acts on.

desire-evaluator

Scores the strength of core human desire motivations (survival, status, belonging, control, curiosity) for a given app idea to predict user pull and retention potential.

distribution-analysis

Evaluates organic reach potential, paid feasibility, platform distribution advantages, creator economy fit, and founder edge for a B2C app idea. Includes viral coefficient estimation, ASO scoring rubric, and tier-adjusted verdicts.

idea-scoring

Aggregates all dimension scores into a final idea score (0–100) and issues a verdict. Implements a multiplicative-floor algorithm with Riskiest Assumption Test (RAT). The final output of every validation workflow.

pricing-and-wtp

Models willingness to pay using Van Westendorp price sensitivity analysis, desire-premium multipliers, category benchmarks, and market_insights monetization signals. Recommends pricing model, freemium conversion estimate, and annual/monthly strategy.

retention-predictor

Predicts retention potential by evaluating usage frequency, habit formation mechanics, and churn risk factors for a B2C app idea.

tam-sam-som-builder

Estimates TAM, SAM, and realistic SOM for a B2C app idea using triangulated bottom-up methodology anchored to market_insights trend data, competitor revenue proxies, and community size signals. Includes indie capture rate benchmarks and growth-rate…

trend-to-product-mapper

Maps viral social content and trending topics to concrete app opportunities by extracting the underlying problem and validating monetization fit.

user-background-interviewer

Conducts a deep background interview to understand what types of app ideas this specific user is most likely to succeed with based on their domain knowledge, networks, and skills.

user-segmentation-profiler

Classifies the user into an ICP tier (beginner/builder/growth) based on experience, constraints, and goals. Run once per user session before any workflow.

weakness-detection

Analyzes idea-scoring output to identify the weakest dimensions, root causes of low scores, and probable failure modes if the idea were pursued as-is.