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| --- | ||
| description: RICE prioritization of features using the Reach, Impact, Confidence and Effort evaluation method | ||
| alwaysApply: false | ||
| --- | ||
| # RICE Prioritization Template Instructions | ||
| You will be prioritizing a list of features as an experience Product Manager using the RICE method, which calculates a Score based off of 4 metrics that you will provide values for. | ||
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| ## Initial Features | ||
| Before analyzing feature ideas using the RICE method, you first need to have a list of Features to prioritize. | ||
| If the user hasn't provided you with a list of features, then you will first need to provide some feature ideas for them. | ||
| Be sure to use the @product-context.mdc data for for initial context. | ||
| Inform the user that this template can help prioritize *up to 10* feature ideas at a time. If they provided a list of features, then tell them that you will take the first 10 features only. Or, provide a list of 10 feature ideas to be developed for the product. Provide the list in a numbered format. | ||
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| ## Business Goal | ||
| After clarifying that, follow up with another clarifying question: What is the Business Goal of the feature? | ||
| Provide 3 ideas, based on the Product Context. These should be SMART business goals that are Specific, Measurable, Achievable, Relevant and Time-based. | ||
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| After that clarifying question, perform the RICE prioritization as follows: | ||
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| ## RICE estimation | ||
| Perform a RICE scoring analysis of the up-to 10 features you are provided with. | ||
| Use a score of 1 to 10, with 10 being the highest for the Reach and Impact, a score of 0 to 1 for confidence (percent), and a number from 1-100 for effort (hours). List the Feature Name, Reach, Impact, Cost and Effort only, without the final Score. | ||
| You will write the results for each of the up-to 10 features in the following JSON format (here exemplified by only 4 examples): | ||
| { | ||
| "features": [ | ||
| { | ||
| "name": "Feature 1", | ||
| "reach": 10, | ||
| "impact": 3.5, | ||
| "confidence": 0.8, | ||
| "effort": 20 | ||
| }, | ||
| { | ||
| "name": "Feature 2", | ||
| "reach": 5, | ||
| "impact": 4.0, | ||
| "confidence": 0.7, | ||
| "effort": 10 | ||
| }, | ||
| { | ||
| "name": "Feature 3", | ||
| "reach": 8, | ||
| "impact": 2.0, | ||
| "confidence": 0.9, | ||
| "effort": 25 | ||
| }, | ||
| { | ||
| "name": "Feature 4", | ||
| "reach": 7, | ||
| "impact": 3.8, | ||
| "confidence": 0.6, | ||
| "effort": 15 | ||
| }, | ||
| ] | ||
| } | ||
| For all of the up-to 10 features. Do not provide text before or after the JSON, and do not describe the results yet. | ||
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| ## RICE Explanation | ||
| Given the JSON result of your RICE prioritization analysis on these features, explain your reasons for why you scored the Reach, Impact, Cost and Effort in this analysis this way. | ||
| Keep it short by limiting the response to 250 words total, and do not write out the JSON results - only the explanation. | ||
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| ## RICE Conclusion | ||
| For each of the Features that you scored, calculate the RICE score as: | ||
| Score = [(Reach * Impact * Confidence)/Effort] | ||
| Write it out as a short table, and then explain in 1-2 sentences why your Prioritized feature should be chosen. | ||
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| alwaysApply: false | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| --- | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ## Tool to help generate Product Context | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| The goal of this tool is to help generate and update the data in the @product-context.mdc file. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| You are generating the context for a product as if you are a Product Manager that specializes in creating Product Management documents such as a Product Requirements Document, Lean Canvas, or User Story. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| You are to ask the user a single question first: | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| "Define the Product Concept - this is a 1 line description of the product you are creating." | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| (unless the user already provides this information when called) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| After answering the question, you are to update the existing @product-context.mdc file by modifying ONLY the following sections while preserving all other content, metadata, and structure: | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ## Problem Statement | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [LIST AROUND 3 PROBLEMS THAT NEED TO BE SOLVED] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [PROBLEM 2] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [PROBLEM 3] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ## Business Field | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [PROVIDE A 1-4 WORD DESCRIPTION OF THE FIELD] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [FIELD 2] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [FIELD 3] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ## Type of Business | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| [LIST ONE OF THESE: B2B, B2C, B2B2C, B2G, ETC.] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ## Target Customers | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [LIST AROUND 3 CUSTOMERS OF THE PRODUCT] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [CUSTOMER 2] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [CUSTOMER 3] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ## Specific Solution | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [LIST THE MAIN COMPONENTS OF YOUR SOLUTION. BE BRIEF] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [SOLUTION PART 2] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - [SOLUTION PART 3] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ## Differentiator | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| [LIST THE MAIN THING THAT DIFFERENTIATES YOU FROM OTHER SOLUTIONS. TRY AND KEEP IT TO 1 OR 2 SENTENCES] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ## Product Summary | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| [SUMMARIZE YOUR PRODUCT IN A SINGLE PARAGRAPH OF AROUND 100-200 WORDS. IT SHOULD INCLUDE THE ITEMS ABOVE AND CAN ALSO INCLUDE PARTS OF YOUR MISSION STATEMENT] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. 🛠️ Refactor suggestion Guard against overbroad search_replace by defining section anchors. Without explicit start/end anchors, search_replace risks corrupting unrelated content if section headings repeat. Add concrete boundaries. After answering the question, you are to update the existing @product-context.mdc file by modifying ONLY the following sections while preserving all other content, metadata, and structure:
+Implementation note for search_replace:
+- Match from the exact H2 heading (e.g., '^## Problem Statement$') up to (but not including) the next line that starts with '## ' or end-of-file.
+- If a section is missing, append it at the end with the exact heading and formatting shown below.📝 Committable suggestion
Suggested change
🤖 Prompt for AI Agents |
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| **IMPORTANT**: You must preserve the following elements exactly as they are: | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - The YAML frontmatter (--- alwaysApply: true ---) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - The "Product Information" and "1-line Product Description" sections | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - The "Optional - Additional Information" section | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - The "Writing Style and File Format" section | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - The "AI File Creation Instructions" section | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| - All formatting, spacing, and structure | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Use the search_replace tool to update only the specific sections mentioned above, ensuring you maintain the exact formatting and indentation of the original file. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| --- | ||
| description: Comprehensive Epic Plan Generator | ||
| alwaysApply: false | ||
| --- | ||
| # Epic Plan Generator Template | ||
| Use @product-context.mdc for product details. Generate a complete Epic plan document for new feature sets or product initiatives following this exact structure: | ||
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| ## Document Header | ||
| ``` | ||
| # Epic Plan: [Feature Set/Initiative Name] | ||
| ## [Brief description of the feature set or initiative] | ||
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| **Product:** [Product Name] | ||
| **Feature Set:** [Feature Set Name] | ||
| **Document Type:** Epic Plan | ||
| **Created:** [Current Month Year] | ||
| **Version:** 1.0 | ||
| ``` | ||
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| ## Executive Summary | ||
| - One paragraph summarizing the feature set's impact on product and users | ||
| - Reference how it serves target customers and aligns with product differentiator | ||
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| ## Strategic Context | ||
| ### Strategic Goals (3-4 bullets starting with action verbs, adjust based on scope) | ||
| - **Address [specific user need/pain point]:** [feature solution approach] | ||
| - **Enhance [product capability]:** [improvement strategy] | ||
| - **Enable [new user behavior/workflow]:** [enablement approach] | ||
| - **Improve [existing metric/experience]:** [optimization goal] | ||
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| ### Success Metrics (3-4 key metrics based on feature scope) | ||
| - **Feature Adoption:** [usage and engagement targets] | ||
| - **User Experience:** [performance and satisfaction targets] | ||
| - **Business Impact:** [revenue, retention, or efficiency targets] | ||
| - **Technical Performance:** [reliability and performance targets] | ||
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| ## Epic Structure (3-4 Core Themes based on feature complexity) | ||
| Generate 3-4 Epic themes with emojis, each containing 2-4 sub-epics based on scope: | ||
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| ### 🏗️ **EPIC 1: Core Functionality & Foundation** | ||
| *Theme: Build essential feature capabilities* | ||
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| ### 🎨 **EPIC 2: User Experience & Interface** | ||
| *Theme: Design intuitive user interactions* | ||
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| ### 🔗 **EPIC 3: Integration & Compatibility** | ||
| *Theme: Connect with existing systems and platforms* | ||
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| ### 📈 **EPIC 4: Enhancement & Optimization** *(Optional for large feature sets)* | ||
| *Theme: Advanced features and performance optimization* | ||
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| ## Sub-Epic Format (Adjust quantity based on feature scope: 6-16 total sub-epics) | ||
| ``` | ||
| #### **Epic X.Y: [Feature Component Name]** | ||
| - **User Story:** As a [user type], I want [action] so I can [outcome] | ||
| - **Key Features:** | ||
| - [3-4 bullet points of main capabilities] | ||
| - **Acceptance Criteria:** | ||
| - [2-3 measurable criteria with specific targets] | ||
| - **Dependencies:** [Epic references or "None"] | ||
| - **Effort:** [X weeks/sprints] | ||
| - **Priority:** P0 (Critical) / P1 (High) / P2 (Medium) | ||
| ``` | ||
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| ## Implementation Timeline (Adjust timeframe based on feature scope) | ||
| ### Phase 1: Foundation *(Weeks 1-X or Sprints 1-X)* | ||
| ### Phase 2: Core Features *(Weeks X-Y or Sprints X-Y)* | ||
| ### Phase 3: Integration *(Weeks Y-Z or Sprints Y-Z)* | ||
| ### Phase 4: Enhancement *(Optional - for large feature sets)* | ||
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| ## Risk Management | ||
| ### High-Risk Dependencies (2-3 items based on feature complexity) | ||
| ### Mitigation Strategies (2-3 items) | ||
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| ## Resource Requirements | ||
| ### Development Team (3-6 roles based on feature scope) | ||
| ### Infrastructure/Tools (2-4 items as needed) | ||
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| ## Success Criteria | ||
| ### Initial Release (End of Phase 2) - 2-3 bullets | ||
| ### Feature Complete (End of Phase 3) - 2-3 bullets | ||
| ### Optimization Complete (End of Phase 4, if applicable) - 2-3 bullets | ||
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| ## Priority Guidelines | ||
| - P0: Core functionality, security, basic user flow | ||
| - P1: Enhanced features, performance, major platforms | ||
| - P2: Customization, advanced features, ecosystem | ||
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| ## Effort Estimation (Adjust based on feature complexity) | ||
| - Core functionality epics: 2-8 weeks each | ||
| - User experience epics: 2-6 weeks each | ||
| - Integration epics: 3-8 weeks each | ||
| - Enhancement epics: 2-4 weeks each | ||
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| ## Scope Guidelines | ||
| - **Small Feature Set:** 3 Epics, 6-8 Sub-epics, 2-3 months | ||
| - **Medium Feature Set:** 3-4 Epics, 9-12 Sub-epics, 3-6 months | ||
| - **Large Feature Set:** 4 Epics, 12-16 Sub-epics, 6-12 months | ||
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| Save as: `EPIC-PLAN-[feature-set-name-lowercase]-[year].md` |
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| --- | ||
| description: Connect your KPIs to business and revenue goals, CFO communications, North Star Metrics | ||
| alwaysApply: false | ||
| --- | ||
| # KPI to Revenues Connector Instructions | ||
| Before writing the KPI-Revenue Connector, ask a short Clarifying Question to the user about what the Specific Feature is (do not provide ideas). | ||
| ONLY THEN, continue with the rest of this document. | ||
| **Also, advise the user that it may be better to manually switch to Gemini 2.5, which has a larger context window for this** | ||
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| Be sure to use the @product-context.mdc data for for initial context. | ||
| Then, sequentially answer the following sections to help create Metrics for a Product Manager to help explain the "Why" for a product: | ||
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| ## 1. Product Goals | ||
| Based on the product information provided, generate 5 specific, measurable Product Goals that align with the product's mission and target market. | ||
| The Product Goal expresses customer pain points, needs and desires. | ||
| The Product Goal should be something about the PRODUCT that involves a change in behavior or type of USERS using the product that will help the company achieve a Business Goal. | ||
| Provide 5 options for potential Product Goals for the given Specific Feature being developed that would match and address the company's solution for its product, customers and mission statement. | ||
| They can include some of the previous context provided, but provide a few more options that are not in the context. | ||
| Each Product Goal should be written as a SMART goal with a Specific objective that is also Measurable (have a specific number or percentage) and time-limited. | ||
| They should be focused on the product and the USERS of the product, not the business. | ||
| Write the goals as a list of NUMBERED bullets. | ||
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| **Ask the user a Clarifying question, which of the 5 Product Goals they would like to use. Only continue once you have a single Product Goal defined by the user!** | ||
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| ## 2. KPIs | ||
| Given this Product/Feature being developed and Product Goal, create 5 relevant KPIs that would be best to keep track of the feature. Each KPI should be up to 6 words. | ||
| They can include some of the previous context provided, but provide a few more options that are not in the context. | ||
| You can use the KPIs listed here for software product: | ||
| @list_of_product_metrics_text_only.txt | ||
| Write a list of KPIs as separate bullets. | ||
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| ## 3. KPI Relationships | ||
| Given the following Product Goal: [product_goal] | ||
| And the selected KPI for the Product/Feature: [kpis] | ||
| The goal now is to relate each KPI listed to a Revenue goal, while summarizing in a single line how it helps achieve that goal. | ||
| To do so, you will need to first look at the KPI and decide what kind of Subcategory metric it relates to. | ||
| You should follow the examples below to find the relationship between KPIs and Revenue Goals: | ||
| @kpi_revenues.txt | ||
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| Once you have found the relationship between the KPI and the Revenue Goal, we are looking to make a list of the following: | ||
| 1. Revenue Goal name (from the list) | ||
| 2. Short sentence Explanation for how the Product goal and KPI are related to the Revenue Goal | ||
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| For each of the KPIs, write the | ||
| - KPI | ||
| - Revenue Goal | ||
| - Explanation | ||
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| ## 4. North Star Metric | ||
| Given the [product_goal] you wrote, the selected KPIs: [selected_kpis] and the KPI Relationships to Revenue [kpi_rel_prompt_text]: | ||
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| Define a single North Star Metric that best captures the core value our product delivers to customers. | ||
| This metric should: | ||
| 1. Be directly tied to customer value | ||
| 2. Be measurable | ||
| 3. Be actionable | ||
| 4. Be predictive of long-term success | ||
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| In up to 60 words, briefly rephrase all of this information into the following template (you can change the words to fit the product and goals): | ||
| For (target customer) with this (problem), we propose (solution). Our primary goal is (Product goal). We will know we're successful when (main KPI metric). | ||
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| Make the style of the North Star Metric be somewhat of a marketing tone - so that it is relevant for the entire team to understand - while being concise. | ||
| Only write out the response in the specific format, without any other text before or after. | ||
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| Follow this by listing the ONE Metric that best captures the core value our product delivers to customers. Write it as: | ||
| "One Metric That Matters Most: [Metric] |
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| --- | ||
| description: Lean Canvas, Product Strategy, Lean Startup Canvas | ||
| alwaysApply: false | ||
| --- | ||
| # Lean Canvas Template Instructions | ||
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| Be sure to use the @product-context.mdc data for initial context. | ||
| When creating the Lean Canvas, while you are to take into account the Product Context, you can also modify the responses when thinking through the lean canvas sequentially. | ||
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| Then, create a Product Requirements Document, following this comprehensive structure: | ||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Incorrect artifact name: this is a Lean Canvas, not a PRD. Change wording to avoid confusing the workflow.
🤖 Prompt for AI Agents |
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| ## 1. Problem | ||
| Rethink the top 3 Problems that this product will be solving, for the Lean Canvas. You can take the existing list of problems, or come up with new ones. Write the 3 top Problems in a list of short, 1-line Bullets, with no extra text. | ||
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| ## 2. Solution | ||
| Given the Problems and listed Solution, Rethink the top 3 aspects of our Solution for this problem, for the Lean Canvas. The Solutions should be based on what was given, but summarize them in a list of short, 1-line Bullets, with no extra text. | ||
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| ## 3. Unfair Advantage | ||
| What would you describe as being our Unfair Advantage, given the Solution and Differentiator in this space. | ||
| Provide a short list of 3 Unfair Advantage bullets in 1-line each, with no extra text. | ||
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| ## 4. Key Metrics | ||
| Give 3 bullets describing how best to measure success of the solution given for this problem using Key Metrics. | ||
| Each bullet should be only 1 line, with no extra text. | ||
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| ## 5. Customer Segment | ||
| Rethink the top 3 potential Target Customers for this product, for the Lean Canvas. | ||
| The Customers should be based on what was given, but summarize them in a list of short, 1-line Bullets, with no extra text. | ||
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| ## 6. Channels | ||
| What would be the best way to reach customers? Provide a single line bullet, with no extra text, for each of these: | ||
| 1. Potential partners to market with (if applicable)? 2. Best marketing method? 3. direct or indirect marketing? | ||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. 🛠️ Refactor suggestion Ambiguous instruction for Channels; make it clearly three separate one-line bullets.
🤖 Prompt for AI Agents |
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| ## 7. Unique Value Proposition | ||
| Given the previous information, create a 1-line Unique Value Proposition (UVP) for the product, with no extra text. | ||
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| ## 8. Revenue | ||
| Given the previous information, write the best revenue model for this business in 1 line, with no extra text. | ||
| Follow it with another 1-line with a second-best revenue model. | ||
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| ## 9. Costs | ||
| Given the previous information, write 4 bullets for the main costs of the product development. Each bullet should be 1 line, with no extra text. | ||
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| --- | ||
| description: Defining 2 User Personas for the product: Regular and Skeptical Personas | ||
| alwaysApply: false | ||
| --- | ||
| # Persona Template Instructions | ||
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| You will write 2 User Personas for this product: An ideal one and a skeptical one. | ||
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| First write an ideal User Persona for this product. Assume the persona is one of the listed Target Customers mentioned above. | ||
| For the persona, make sure to list: | ||
| 1. Their name | ||
| 2. Overview | ||
| 3. Goals | ||
| 4. Behaviors | ||
| 5. Pains | ||
| 6. Needs | ||
| For each of these last 5 categories, write 3 short 1-line bullets, no more than 10 words each. | ||
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| Next, write a skeptical User Persona for this product. Assume the persona is one of the listed target customers mentioned above, | ||
| however, assume that it is someone who is not at all likely to like your product, as they are skeptical, | ||
| and it doesn't fit their needs and pains. Make sure to list: | ||
| 1. Their name 2. Overview, 3. Goals, 4. Behaviors, 5. Pains and 6. Needs | ||
| For each of these last 5 categories, write 3 short 1-line bullets, no more than 10 words each. | ||
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| Finally, write 3 short, Key Questions that you should ask potential users to help validate that this product is a good fit for them. | ||
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| Write the response in Markdown format, without writing '''markdown''' or anything else, and without using any other formatting. |
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Replace “Cost” with “Confidence” to match the RICE method and your JSON/example.
“Cost” appears twice but the formula and fields use Confidence. This will misguide outputs.
Also applies to: 59-59, 65-66
🤖 Prompt for AI Agents