Plan Vulnerability Scanner
AI red-teams your plan to find hidden risks.
Description
🛡️ **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.
Related Skills
View all
Product Strategy One-Pager
Building a product is like driving in the fog—what do users want? Is the team right? Should we go global? Which metric to optimize first? Every decision gambles the team's time and investors' money. Feed it your product info and data, and it uses ByteDance-style product methodology to help you clarify: What information and needs is your product matching? Are your current resources solving 'problems that will matter in three years' or 'urgent matters this month'? Is your team's talent density sufficient? What A/B tests can validate your core assumptions? ✨ Core Capabilities 1. Information match efficiency diagnosis: What is your product essentially matching? Where are the friction points? 2. Delayed gratification assessment: Distinguish 'important in three years' vs 'urgent this month', provide resource reallocation recommendations 3. Talent density and team strategy: Core role talent assessment + Context/Control boundary recommendations 4. A/B test design: Turn your gut assumptions into verifiable experimental plans 5. Global feasibility assessment: Language, culture, compliance, and payment four-dimensional check 📱 Use Cases - Early-stage startup teams making directional decisions - Product managers' quarterly reviews and strategy adjustments - Investors quickly evaluating a project's product logic - Developers building side projects validating ideas It doesn't give you a standard answer—it gives you a framework to ask the right questions.
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.
Industrial Tech Expert V4.0
# Industrial Tech Expert V4.0 **From vague pain points to concrete solutions—ordinary engineers can now produce a 10,000-word technical report in just 1 hour.** ## Core Functions **Cure the "hollow proposal" problem**: Forcefully remove vague phrases like "optimize processes" and "improve efficiency" by using the AFP architecture + multi-core adversarial engine, generating professional technical proposals with quantitative metrics, specific implementation paths, and verifiable deliverables. **Precise innovation strategy diagnosis**: Automatically analyze the essence of the problem, match to one of three innovation paths (original innovation, differentiated innovation, iterative innovation), produce a 3×2 solution matrix (6 alternatives), and provide a five-dimensional evaluation (technical feasibility, economic viability, implementation cycle, risk level, strategic alignment) along with a recommendation reason, preventing technical transformation failures caused by misaligned innovation positioning. **Eliminate logical gaps in arguments**: Exclusive "7 chapters + 7 charts" structured output method, with every step from problem definition to investment return analysis tightly connected, delivering a 10,000-word in-depth report + high-definition technical architecture diagram + project Gantt chart + investment return curve chart. **Zero experience required**: Have no idea where to start? Simply enter a one-sentence problem description (e.g., "The electric arc furnace consumes too much energy; I want to reduce costs"), and the system will automatically complete all 7 Phases, outputting a complete technical proposal plus optional smart graphics generation! ## How to Use Open the dialog box, directly enter your industrial technical problem or upload a file; the system will guide you through the entire process: problem definition → essential insight → strategic framework → solution matrix → solution deepening → full report → smart graphics generation. Each phase has a confirmation mechanism, supporting flexible exit and iterative optimization. ## About V4.0 The brand-new V4.0 integrates five major methodologies: AFP architecture, SMART principles, 5 Whys analysis, FMEA, VSM, and Pareto analysis. It has been honed through real-world cases in electric arc furnace control, smart manufacturing, production line optimization, and more, locking down the underlying logic of industrial technical proposals—indispensable for successful technical renovation projects! ## Applicable Scenarios ✅ Mechanical manufacturing production line upgrades ✅ Process industry energy-saving and consumption-reduction projects ✅ Discrete manufacturing automation upgrades ✅ Smart manufacturing digital transformation ✅ Industrial AI application implementation plans ✅ Equipment technical renovation project proposal reports ## Core Advantages 🎯 **10x efficiency improvement**: from 2–3 weeks to 1 hour 📊 **Professional quality assurance**: quantitative metrics, specific paths, verifiable deliverables 🔄 **Flexible and controllable**: each Phase can be confirmed, modified, or exited 🛡️ **Anti-hallucination mechanism**: prohibits fabricating equipment models/parameters; marks insufficient information with 【To Be Selected】 📈 **Real-world case validation**: has successfully generated multiple 10,000-word in-depth reports for electric arc furnace intelligent control, etc. 🎨 **Smart graphics generation**: automatically identifies 7 graphic descriptions in the report, allows selective generation and seamless integration ## Typical Output Examples ✅ 10,000-word in-depth technical report (7-chapter standard structure) ✅ High-definition technical proposal architecture diagram ✅ Project implementation Gantt chart ✅ Investment return analysis curve chart ✅ Equipment layout plan ✅ Control logic flow chart ✅ Solution comparison radar chart ✅ Root cause analysis fishbone diagram ## V4.0 Core Features ✅ **Optimized graphics generation workflow**: automatically identifies graphic descriptions after report generation; users can selectively generate ✅ **Enhanced tool call specification**: generateImage generates one by one, each displayed immediately ✅ **Improved integration mechanism**: automatically integrates graphics back into the report after generation, replacing plain text descriptions ✅ **Maintain pull interaction mode**: AI actively pulls information; user only needs to confirm/select ✅ **Multi-core adversarial engine**: Execution Core A + Audit Core B dual-core verification to ensure solution feasibility **Combining 25+ years of engineering experience with a 7-step collaborative process, enabling every technical professional to output professional-grade industrial technology solutions!** 🚀
Plan Vulnerability Scanner
AI red-teams your plan to find hidden risks.
Description
🛡️ **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.
Related Skills
View allProduct Strategy One-Pager
Building a product is like driving in the fog—what do users want? Is the team right? Should we go global? Which metric to optimize first? Every decision gambles the team's time and investors' money. Feed it your product info and data, and it uses ByteDance-style product methodology to help you clarify: What information and needs is your product matching? Are your current resources solving 'problems that will matter in three years' or 'urgent matters this month'? Is your team's talent density sufficient? What A/B tests can validate your core assumptions? ✨ Core Capabilities 1. Information match efficiency diagnosis: What is your product essentially matching? Where are the friction points? 2. Delayed gratification assessment: Distinguish 'important in three years' vs 'urgent this month', provide resource reallocation recommendations 3. Talent density and team strategy: Core role talent assessment + Context/Control boundary recommendations 4. A/B test design: Turn your gut assumptions into verifiable experimental plans 5. Global feasibility assessment: Language, culture, compliance, and payment four-dimensional check 📱 Use Cases - Early-stage startup teams making directional decisions - Product managers' quarterly reviews and strategy adjustments - Investors quickly evaluating a project's product logic - Developers building side projects validating ideas It doesn't give you a standard answer—it gives you a framework to ask the right questions.
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.
Industrial Tech Expert V4.0
# Industrial Tech Expert V4.0 **From vague pain points to concrete solutions—ordinary engineers can now produce a 10,000-word technical report in just 1 hour.** ## Core Functions **Cure the "hollow proposal" problem**: Forcefully remove vague phrases like "optimize processes" and "improve efficiency" by using the AFP architecture + multi-core adversarial engine, generating professional technical proposals with quantitative metrics, specific implementation paths, and verifiable deliverables. **Precise innovation strategy diagnosis**: Automatically analyze the essence of the problem, match to one of three innovation paths (original innovation, differentiated innovation, iterative innovation), produce a 3×2 solution matrix (6 alternatives), and provide a five-dimensional evaluation (technical feasibility, economic viability, implementation cycle, risk level, strategic alignment) along with a recommendation reason, preventing technical transformation failures caused by misaligned innovation positioning. **Eliminate logical gaps in arguments**: Exclusive "7 chapters + 7 charts" structured output method, with every step from problem definition to investment return analysis tightly connected, delivering a 10,000-word in-depth report + high-definition technical architecture diagram + project Gantt chart + investment return curve chart. **Zero experience required**: Have no idea where to start? Simply enter a one-sentence problem description (e.g., "The electric arc furnace consumes too much energy; I want to reduce costs"), and the system will automatically complete all 7 Phases, outputting a complete technical proposal plus optional smart graphics generation! ## How to Use Open the dialog box, directly enter your industrial technical problem or upload a file; the system will guide you through the entire process: problem definition → essential insight → strategic framework → solution matrix → solution deepening → full report → smart graphics generation. Each phase has a confirmation mechanism, supporting flexible exit and iterative optimization. ## About V4.0 The brand-new V4.0 integrates five major methodologies: AFP architecture, SMART principles, 5 Whys analysis, FMEA, VSM, and Pareto analysis. It has been honed through real-world cases in electric arc furnace control, smart manufacturing, production line optimization, and more, locking down the underlying logic of industrial technical proposals—indispensable for successful technical renovation projects! ## Applicable Scenarios ✅ Mechanical manufacturing production line upgrades ✅ Process industry energy-saving and consumption-reduction projects ✅ Discrete manufacturing automation upgrades ✅ Smart manufacturing digital transformation ✅ Industrial AI application implementation plans ✅ Equipment technical renovation project proposal reports ## Core Advantages 🎯 **10x efficiency improvement**: from 2–3 weeks to 1 hour 📊 **Professional quality assurance**: quantitative metrics, specific paths, verifiable deliverables 🔄 **Flexible and controllable**: each Phase can be confirmed, modified, or exited 🛡️ **Anti-hallucination mechanism**: prohibits fabricating equipment models/parameters; marks insufficient information with 【To Be Selected】 📈 **Real-world case validation**: has successfully generated multiple 10,000-word in-depth reports for electric arc furnace intelligent control, etc. 🎨 **Smart graphics generation**: automatically identifies 7 graphic descriptions in the report, allows selective generation and seamless integration ## Typical Output Examples ✅ 10,000-word in-depth technical report (7-chapter standard structure) ✅ High-definition technical proposal architecture diagram ✅ Project implementation Gantt chart ✅ Investment return analysis curve chart ✅ Equipment layout plan ✅ Control logic flow chart ✅ Solution comparison radar chart ✅ Root cause analysis fishbone diagram ## V4.0 Core Features ✅ **Optimized graphics generation workflow**: automatically identifies graphic descriptions after report generation; users can selectively generate ✅ **Enhanced tool call specification**: generateImage generates one by one, each displayed immediately ✅ **Improved integration mechanism**: automatically integrates graphics back into the report after generation, replacing plain text descriptions ✅ **Maintain pull interaction mode**: AI actively pulls information; user only needs to confirm/select ✅ **Multi-core adversarial engine**: Execution Core A + Audit Core B dual-core verification to ensure solution feasibility **Combining 25+ years of engineering experience with a 7-step collaborative process, enabling every technical professional to output professional-grade industrial technology solutions!** 🚀
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