Business Risk Panorama
Description
Systematically deconstruct new business ideas by completing key elements through structured conversations. Identify risk assumptions across value, growth, and operational dimensions, pinpoint the most critical red-line risks, and design the minimum-cost MVP validation plan. Applicable to business ideas at any stage.
Related Skills
View all
Startup Opportunity Radar
Turn “I think this could make money” into “What evidence is worth testing?” Discover and screen early-stage business opportunities suited to solo businesses, micro-SaaS, AI tools, digital products, data products, physical goods based on supply chains, and transaction services. It starts with real user friction, substitute behaviors, payment actions, and industry changes, helping you avoid mistaking popular trends, search volume, or scattered complaints for genuine demand. You can ask it to scan for new startup directions, or submit a product idea, market, link, screenshot, plan, sales feedback, or historical opportunity list for an individual health check, validation design, or periodic review. The analysis distinguishes facts, inferences, assumptions, and opposing evidence. It examines buyers, use cases, competitive gaps, data and supply chain legality, customer acquisition channels, standardization potential, maintenance costs, and related liability risks. When evidence is insufficient, it states that clearly instead of inventing market size or purchase intent. You will receive a clear opportunity assessment, an evaluation of opportunity quality and user adoption readiness, and a minimum validation plan focused on the riskiest assumptions. This includes validation actions, a stage budget, the maximum acceptable loss, and criteria for proceeding or stopping. It helps you decide which opportunities are worth investigating further while allowing conclusions such as “monitor,” “gather more evidence,” or “do not pursue this cycle,” making startup investment more manageable and gradually building repeatably sellable products and long-term assets.
Plan Vulnerability Scanner
🛡️ **One-sentence value**: Enter your plan, proposal, or decision, and an AI red-team expert systematically surfaces every potential vulnerability, so you can see the risk before you fail. 🔍 **Core features**: - **Five-dimensional red-team scan**: logical assumptions, market and users, competition and substitutes, execution and resources, finance and profitability—attack from every angle - **Severity rating**: Critical🔴 / High🟠 / Medium🟡 / Low🟢—so you know what to tackle first - **Transparent attack logic**: every risk point includes the red team's reasoning, not guesswork - **Scoring system**: independent score for each of the five dimensions + an overall confidence score - **Actionable mitigation recommendations**: not just criticism—it tells you what to do 🎯 **Use cases**: - 📄 Business plan/BP: plug all logic gaps before meeting investors - 🚀 New product/feature planning: run a red-team test before launch to avoid pitfalls - 📊 Strategic decisions: assess risks in major decisions such as market entry, M&A, and transformation - 💰 Fundraising/budget proposals: find the most fragile assumptions in financial forecasts - 🏗️ Project execution plans: spot traps on the execution path before work begins 👩💼 **Who it's for**: founders, product managers, strategy leads, investors, project managers—anyone who needs to make decisions based on a plan.
ResearchAI Project Eval & Validation
This skill is designed to provide comprehensive product or project validation analysis for entrepreneurs, product managers, and innovation teams. It helps users deeply analyze the market potential, risk points, and validation paths of new ideas, ensuring a clear understanding of core project assumptions before investing significant resources. Through multi-dimensional analysis, this skill can assess the project's current stage, identify key assumptions, and build an assumption dependency map to pinpoint the most vulnerable and dangerous parts of the project. It also analyzes the target user's role chain, the strength of current alternatives, and evaluates whether your solution has '10x improvement' potential. Additionally, it helps users identify potential 'killer questions,' conduct counterfactual failure analysis, and generate multiple positioning variants to explore more possibilities. In terms of commercialization, this skill assists users in selecting the appropriate business model, breaking down the deep reasons for user payment and purchase triggers, and proposing preliminary pricing logic. It also plans the Minimum Viable Saleable product (MVS) and devises a specific go-to-market (GTM) initial path and resource matching recommendations. Finally, it provides a tiered report containing detailed analysis, 7-day and 30-day validation plans, clear stage-gate decision suggestions, and next-step action guidelines, helping users quickly validate core assumptions at minimal cost.
Business Risk Panorama
Description
Systematically deconstruct new business ideas by completing key elements through structured conversations. Identify risk assumptions across value, growth, and operational dimensions, pinpoint the most critical red-line risks, and design the minimum-cost MVP validation plan. Applicable to business ideas at any stage.
Related Skills
View allStartup Opportunity Radar
Turn “I think this could make money” into “What evidence is worth testing?” Discover and screen early-stage business opportunities suited to solo businesses, micro-SaaS, AI tools, digital products, data products, physical goods based on supply chains, and transaction services. It starts with real user friction, substitute behaviors, payment actions, and industry changes, helping you avoid mistaking popular trends, search volume, or scattered complaints for genuine demand. You can ask it to scan for new startup directions, or submit a product idea, market, link, screenshot, plan, sales feedback, or historical opportunity list for an individual health check, validation design, or periodic review. The analysis distinguishes facts, inferences, assumptions, and opposing evidence. It examines buyers, use cases, competitive gaps, data and supply chain legality, customer acquisition channels, standardization potential, maintenance costs, and related liability risks. When evidence is insufficient, it states that clearly instead of inventing market size or purchase intent. You will receive a clear opportunity assessment, an evaluation of opportunity quality and user adoption readiness, and a minimum validation plan focused on the riskiest assumptions. This includes validation actions, a stage budget, the maximum acceptable loss, and criteria for proceeding or stopping. It helps you decide which opportunities are worth investigating further while allowing conclusions such as “monitor,” “gather more evidence,” or “do not pursue this cycle,” making startup investment more manageable and gradually building repeatably sellable products and long-term assets.
Plan Vulnerability Scanner
🛡️ **One-sentence value**: Enter your plan, proposal, or decision, and an AI red-team expert systematically surfaces every potential vulnerability, so you can see the risk before you fail. 🔍 **Core features**: - **Five-dimensional red-team scan**: logical assumptions, market and users, competition and substitutes, execution and resources, finance and profitability—attack from every angle - **Severity rating**: Critical🔴 / High🟠 / Medium🟡 / Low🟢—so you know what to tackle first - **Transparent attack logic**: every risk point includes the red team's reasoning, not guesswork - **Scoring system**: independent score for each of the five dimensions + an overall confidence score - **Actionable mitigation recommendations**: not just criticism—it tells you what to do 🎯 **Use cases**: - 📄 Business plan/BP: plug all logic gaps before meeting investors - 🚀 New product/feature planning: run a red-team test before launch to avoid pitfalls - 📊 Strategic decisions: assess risks in major decisions such as market entry, M&A, and transformation - 💰 Fundraising/budget proposals: find the most fragile assumptions in financial forecasts - 🏗️ Project execution plans: spot traps on the execution path before work begins 👩💼 **Who it's for**: founders, product managers, strategy leads, investors, project managers—anyone who needs to make decisions based on a plan.
ResearchAI Project Eval & Validation
This skill is designed to provide comprehensive product or project validation analysis for entrepreneurs, product managers, and innovation teams. It helps users deeply analyze the market potential, risk points, and validation paths of new ideas, ensuring a clear understanding of core project assumptions before investing significant resources. Through multi-dimensional analysis, this skill can assess the project's current stage, identify key assumptions, and build an assumption dependency map to pinpoint the most vulnerable and dangerous parts of the project. It also analyzes the target user's role chain, the strength of current alternatives, and evaluates whether your solution has '10x improvement' potential. Additionally, it helps users identify potential 'killer questions,' conduct counterfactual failure analysis, and generate multiple positioning variants to explore more possibilities. In terms of commercialization, this skill assists users in selecting the appropriate business model, breaking down the deep reasons for user payment and purchase triggers, and proposing preliminary pricing logic. It also plans the Minimum Viable Saleable product (MVS) and devises a specific go-to-market (GTM) initial path and resource matching recommendations. Finally, it provides a tiered report containing detailed analysis, 7-day and 30-day validation plans, clear stage-gate decision suggestions, and next-step action guidelines, helping users quickly validate core assumptions at minimal cost.
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