S01-BATCH-02: Market Foundation Tasks & Discussion

by Alex Johnson 51 views

Embarking on a new project? Understanding the market foundation is crucial for success. This article delves into the intricacies of the S01-BATCH-02 tasks, focusing on market analysis and laying a robust groundwork for your venture. We'll break down each step, ensuring you're well-equipped to navigate the challenges and capitalize on opportunities. Whether you're a seasoned professional or just starting, this guide offers actionable insights and a clear roadmap for achieving your goals. Let's dive into the specifics of the Stage-01 Market Foundation tasks and discussions.

📋 Task Overview: S01-BATCH-02

Before we delve into the specifics, let's outline the core elements of the S01-BATCH-02 task batch. This overview provides a bird's-eye view of what's involved, setting the stage for a deeper exploration of each component. Understanding the scope and objectives from the outset is paramount for effective execution and collaboration.

  • File: todo/Stage-01_Market-Foundation.todos.md
  • Task ID: S01-BATCH-02
  • Number of TODOs: 5

This batch focuses on foundational market research and strategic planning. Each TODO represents a critical step in understanding the competitive landscape, identifying opportunities, and mitigating potential risks. Mastering these tasks is essential for informed decision-making and building a sustainable market presence. By meticulously addressing each item, we can ensure a solid foundation for the project's future success. The success of any project hinges on a clear understanding of its goals and the steps required to achieve them.

🎯 Execution Requirements: The Unified Loop

The Unified Loop, as outlined in .github/copilot-instructions.md, serves as the backbone for executing these tasks. This structured approach ensures consistency, thoroughness, and collaboration throughout the process. Let's break down each stage of the loop, highlighting key considerations and best practices.

1. Scan: Gathering the Information

At the heart of any successful market analysis lies the ability to scan the landscape effectively, extracting vital data and insights that shape strategic decisions. This initial phase is akin to the foundation of a building – if it's weak, the entire structure is at risk. The scan phase encompasses several key steps, each designed to unearth valuable information and set the stage for informed decision-making. This diligent process lays the groundwork for strategic choices that will shape the project's trajectory.

  • 📁 Read todo/Stage-01_Market-Foundation.todos.md: This file acts as the central repository for task details, deadlines, and responsibilities. A thorough understanding of its contents is crucial for aligning efforts and maintaining project momentum.
  • 🔍 Locate the Specified TODO Items: Each TODO item represents a specific task or deliverable. Identifying these items and understanding their context is the first step in addressing them effectively.
  • 📖 Read the Task Details and Metadata Below: Beyond the basic task description, metadata provides valuable context, including responsible parties, deadlines, and dependencies. This information is essential for prioritization and resource allocation.

The importance of meticulous attention to detail during the scan phase cannot be overstated. Overlooking a seemingly minor piece of information can have cascading effects, leading to inaccurate assessments and flawed strategies. By embracing a thorough and systematic approach to information gathering, we can lay the groundwork for a robust and insightful market analysis.

2. Council & Think: Assembling the Experts and Brainstorming

Once the information is gathered, the Council & Think phase brings together a diverse group of experts to analyze, interpret, and synthesize the findings. This collaborative approach leverages collective knowledge and experience to generate innovative solutions and mitigate potential risks. This is where the raw data transforms into actionable insights.

  • 👥 Assemble a 3-Person Expert Panel (Principal + Business Consultant + Risk Controller): A multidisciplinary team ensures a comprehensive perspective, encompassing market analysis, business strategy, and risk management. This diverse expertise fosters a more robust and well-rounded decision-making process.
  • 🔎 Retrieve Relevant Files (Project-Bible.md, etc.): Accessing existing documentation and resources provides context and prevents duplication of effort. The Project-Bible.md file, in particular, serves as a central repository for project guidelines and established principles.
  • ⚠️ Conflict Check: Does the New Idea Violate the Old Setting?: Ensuring alignment with existing project parameters and avoiding contradictions is crucial for maintaining consistency and coherence. This step helps prevent scope creep and ensures that new ideas contribute positively to the overall project vision.
  • 💰 Value Assessment: Does it Meet the North Star Indicators?: Evaluating the potential impact of new ideas against key performance indicators (KPIs) helps prioritize initiatives that drive the project towards its overarching goals. This ensures that efforts are focused on activities that deliver the greatest value.
  • 🔬 In-Depth Exploration: Explore All Possible Branches and Details: A thorough examination of all facets of an idea, including its potential implications and challenges, is essential for identifying potential pitfalls and maximizing its impact. This stage involves asking probing questions, challenging assumptions, and exploring alternative perspectives.

The Council & Think phase is not merely a brainstorming session; it's a rigorous process of critical evaluation and collaborative problem-solving. By leveraging the collective intelligence of a diverse team, we can ensure that decisions are well-informed, strategically aligned, and positioned for success.

3. Plan: Mapping the Course of Action

With insights gleaned and strategies formulated, the Plan phase focuses on outlining the specific steps required to bring ideas to fruition. This involves defining outputs, identifying dependencies, and determining the necessary resources. A well-defined plan serves as a roadmap, guiding the execution process and ensuring that efforts are aligned with project objectives.

  • 📂 Determine Output Path: archives/Stage-01_*/{Filename}.md: Establishing a clear output structure ensures that deliverables are organized and easily accessible. This standardization facilitates collaboration and simplifies the process of tracking progress.
  • 📋 Determine Dependent Files: Identifying files and resources that are essential for completing a task helps streamline the workflow and prevents delays. Understanding dependencies allows for proactive management and resource allocation.
  • 🔄 Determine Whether to Update Project-Bible.md: The Project-Bible.md file serves as a living document, reflecting the evolving landscape of the project. Determining whether updates are necessary ensures that the document remains current and accurate.

The Plan phase is the bridge between strategic thinking and tactical execution. A well-articulated plan provides clarity, minimizes ambiguity, and empowers the team to move forward with confidence. This step transforms abstract ideas into concrete actions, setting the stage for tangible results.

4. Draft: Creating the Content

The Draft phase is where ideas take shape and become tangible deliverables. This involves crafting content that is comprehensive, accurate, and aligned with project objectives. Adhering to established guidelines and best practices ensures consistency and quality across all outputs.

  • ✍️ Output Detailed and Complete Content, Strictly Prohibit Omissions: Clarity and completeness are paramount. Avoid ambiguity and ensure that all relevant information is included.
  • 🚫 Execute the Anti-AI Taste Protocol (Disable: However, Obviously, At This Moment, etc.): Maintaining a human voice and avoiding generic phrasing enhances readability and engagement.
  • ✅ Use Show-Don't-Tell, Enforce Short Sentences: Compelling storytelling and concise language captivate the audience and convey messages effectively.
  • 🎣 Check for Business Hooks Every 2000 Words: Identifying and integrating opportunities for monetization ensures the project's long-term sustainability.

The Draft phase is not simply about writing; it's about crafting narratives, conveying insights, and shaping perceptions. By adhering to these guidelines, we can ensure that our outputs are not only informative but also engaging and impactful.

5. Verify: Ensuring Quality and Accuracy

Before finalizing a deliverable, the Verify phase subjects it to rigorous scrutiny, ensuring that it meets quality standards and aligns with project objectives. This involves self-assessment, peer review, and a critical evaluation of the content's accuracy and completeness.

  • 🔍 Self-Examine: Does it Meet the Acceptance Criteria?: This involves a comprehensive review of the deliverable against established guidelines and specifications. Identify any gaps or areas for improvement.
  • 🤔 Does it Look Like it Was Written by a Human Master?: The deliverable should reflect a high level of expertise and craftsmanship, avoiding robotic or formulaic language.
  • 🔁 Immediately #redo if Unsatisfied, Don't Ask the User: Embrace a culture of continuous improvement. If the deliverable falls short of expectations, iterate and refine until it meets the required standards.

The Verify phase is a critical safeguard against errors and inconsistencies. By embracing a culture of self-criticism and continuous improvement, we can ensure that our outputs are of the highest quality and contribute positively to the project's success.

6. Commit: Archiving and Updating

Once a deliverable has been verified, the Commit phase involves archiving the output, updating relevant documentation, and ensuring that all changes are properly tracked. This meticulous approach maintains the integrity of the project's knowledge base and facilitates collaboration.

  • 💾 Save the File to the Specified Path: Adhering to a consistent file structure ensures that deliverables are easily located and accessed.
  • 📝 Update Project-Bible.md (If There are New Settings/Foreshadowing/Characters): Keeping the Project-Bible.md file current ensures that all project stakeholders have access to the latest information.
  • ⚠️ Update Risk-Ledger.md (If There are Unresolved Issues): Identifying and documenting potential risks allows for proactive mitigation and minimizes the likelihood of adverse outcomes.
  • ✅ Check TODO: Change - [ ] to - [x]: Marking tasks as complete provides a clear indication of progress and ensures that no items are overlooked.

The Commit phase is the culmination of the Unified Loop, ensuring that deliverables are properly archived, documentation is updated, and progress is accurately tracked. This meticulous approach preserves the project's history and facilitates ongoing collaboration.

⚠️ Absolute Hard Constraints: Guiding Principles

To maintain consistency and quality, there are several absolute hard constraints that must be adhered to throughout the execution process. These principles serve as guardrails, ensuring that efforts are focused and aligned with project objectives.

  1. Atomic Execution: Each TODO must be completed independently, prohibiting bulk checking. This ensures that each task receives the necessary attention and scrutiny.
  2. Closed-Loop Delivery: There must be a substantial output for each task, prohibiting vague or incomplete deliverables. This fosters accountability and ensures that all tasks contribute meaningfully to the project's goals.
  3. In-Depth Thinking: Superficial efforts are unacceptable. Maximize AI processing power to ensure thorough analysis and insightful outputs. This encourages a culture of intellectual rigor and prevents shortcuts.
  4. Mandatory Chinese: All outputs must be in Simplified Chinese. This ensures consistency and facilitates communication within the project team.

These absolute hard constraints provide a framework for disciplined execution, fostering a culture of accountability, thoroughness, and attention to detail. By adhering to these principles, we can ensure that our efforts are focused, impactful, and aligned with project objectives.

📦 Delivery Standards: Measuring Success

To ensure successful task completion, specific delivery standards must be met. These standards provide a clear framework for evaluating deliverables and ensuring that they align with project expectations.

  • [ ] TODO Checked (Modify todo/Stage-01_Market-Foundation.todos.md)
  • [ ] Output Archived (Saved to the archives/ directory)
  • [ ] Settings Updated (Synchronized to Project-Bible.md)
  • [ ] PR Contains Self-Inspection Checklist
  • [ ] PR Description Contains Fixes #{issue_number}

These delivery standards serve as a checklist for ensuring that all aspects of a task are completed to the required level of quality. By meticulously adhering to these guidelines, we can demonstrate our commitment to excellence and contribute effectively to the project's success.

📚 Reference Files: Essential Resources

A comprehensive set of reference files provides essential context and guidance throughout the execution process. Familiarizing yourself with these resources is crucial for understanding project guidelines and best practices.

  • .github/copilot-instructions.md
  • todo/Stage-01_Market-Foundation.todos.md
  • Stages/Stage-01_*.md
  • Project-Bible.md (Will be created automatically if it does not exist)
  • Risk-Ledger.md (Will be created automatically if it does not exist)

These reference files serve as a valuable repository of knowledge, ensuring that all project participants have access to the information they need to succeed. By leveraging these resources effectively, we can enhance our understanding of the project's goals, guidelines, and best practices.

💡 Tips: Maximizing Effectiveness

To further enhance your effectiveness in completing these tasks, consider the following tips:

  • If you encounter non-blocking issues, make decisions based on the setting library and record logs.
  • Each TODO is an independent creative act, requiring a complete six-step cycle.
  • Don't be stingy with Tokens. Be as detailed as possible in the #think and #draft stages.

These tips offer practical guidance for navigating challenges and maximizing the impact of your contributions. By embracing a proactive and resourceful approach, we can overcome obstacles, foster innovation, and deliver exceptional results.

📋 Task Details: Diving into the Specifics

Let's now delve into the specifics of each task within the S01-BATCH-02, providing a clear understanding of the objectives, responsibilities, and deliverables for each. This detailed breakdown ensures that everyone is aligned and equipped to contribute effectively.

S01-MA-006 Competitive Product Selection (Benchmark 4)

  • Responsible Experts: MA (Market Analysis) + CA (Chief Architect)
  • Task Description: Select the 4th benchmark work from the TOP50 for in-depth analysis.
  • Output Requirements:
    • Book title, author, word count, update frequency, completion status
    • Core selling points (summarized in one sentence)
    • Opening hook analysis (sources of attraction in the first 3 chapters)
    • Subscription curve characteristics (if public data is available)
    • Summary of success factors (at least 3 points)
    • Learnable points and differentiation space
    • Output to the "Competitive Product Matrix" section of archives/Stage-01_Market-Foundation/Market-Analysis-Report.md
  • Acceptance Criteria: The depth of analysis should be no less than 1500 words, including specific examples.

This task is crucial for understanding the competitive landscape and identifying key trends. By dissecting a successful benchmark product, we can gain valuable insights into what resonates with the target audience and how to effectively position our own offering. The detailed analysis required ensures a comprehensive understanding of the product's strengths and weaknesses, allowing us to make informed decisions about our own strategy.

S01-MA-007 Competitive Product Selection (Benchmark 5)

  • Responsible Experts: MA (Market Analysis) + CA (Chief Architect)
  • Task Description: Select the 5th benchmark work from the TOP50 for in-depth analysis.
  • Output Requirements:
    • Book title, author, word count, update frequency, completion status
    • Core selling points (summarized in one sentence)
    • Opening hook analysis (sources of attraction in the first 3 chapters)
    • Subscription curve characteristics (if public data is available)
    • Summary of success factors (at least 3 points)
    • Learnable points and differentiation space
    • Output to the "Competitive Product Matrix" section of archives/Stage-01_Market-Foundation/Market-Analysis-Report.md
  • Acceptance Criteria: The depth of analysis should be no less than 1500 words, including specific examples.

Similar to S01-MA-006, this task further deepens our understanding of the competitive landscape by analyzing another benchmark product. The key here is to identify patterns and trends across multiple successful works, allowing us to develop a more comprehensive view of the market dynamics. This iterative analysis approach ensures that our insights are grounded in solid evidence and not based on isolated observations.

S01-MA-008 Market Opportunity Gap Analysis

  • Responsible Experts: MA (Market Analysis) + MS (Marketing Expert)
  • Task Description: Based on the analysis of 5 benchmark works, identify "unmet needs" in the market.
  • Output Requirements:
    • List 3 "oversaturated" elements in the current market (e.g., infinite flow, system flow have become rampant)
    • Identify 3 segmented directions with "insufficient supply" (e.g., few people write about a certain historical background)
    • Propose 3 "innovative combination" opportunities (e.g., fusion of A type + B type)
    • Add to archives/Stage-01_Market-Foundation/Market-Analysis-Report.md
  • Acceptance Criteria: Each opportunity gap needs to be supported by data or case evidence.

This task represents a critical step in strategic planning. By identifying unmet needs and market gaps, we can position our product to address these opportunities and gain a competitive advantage. The focus on data-driven insights ensures that our strategies are based on solid evidence and not simply guesswork. This rigorous approach significantly increases the likelihood of success.

S01-PM-009 Platform Rules and Content Taboo Compilation

  • Responsible Experts: PM (Project Manager) + QA (Quality Assurance Editor)
  • Task Description: Organize the content review rules and red lines of each platform.
  • Output Requirements:
    • Political sensitive content red lines (historical nihilism, political satire, etc.)
    • Pornographic violence boundaries (allowed scale, prohibited descriptions)
    • Other taboos (religion, ethnicity, superstition, etc.)
    • Platform specific rules (e.g., Tomato prohibits certain themes)
    • Add to the "Compliance Risk" section of Risk-Ledger.md (create the file if it does not exist)
  • Acceptance Criteria: Contains at least 15 specific taboos, with source annotations (official rules/cases).

Understanding platform rules and content taboos is essential for mitigating legal and reputational risks. This task ensures that our product complies with all relevant regulations and guidelines, protecting our brand and ensuring long-term sustainability. The detailed compilation of specific taboos provides a valuable resource for content creators, preventing unintentional violations and fostering a culture of compliance.

S01-CA-010 Creative Direction A - Category Selection

  • Responsible Experts: CA (Chief Architect) + MA (Market Analysis)
  • Task Description: Based on market analysis, select a category/theme for Creative Direction A.
  • Output Requirements:
    • Determine category (e.g., Eastern Fantasy, Urban Powers, Historical Fictionalization, Interstellar Science Fiction, etc.)
    • Explain the reasons for the selection (market capacity, competition intensity, personal advantages)
    • Output to the "Plan A" section of archives/Stage-01_Market-Foundation/Creative-Concepts.md
  • Acceptance Criteria: The reasons for selection should be no less than 300 words, including data support.

This task marks a pivotal point in the creative process. By selecting a category/theme based on market analysis, we can ensure that our product has a strong foundation and is positioned for success. The emphasis on data-driven decision-making ensures that our creative direction is aligned with market demand and competitive realities. This strategic approach maximizes the potential for innovation and impact.

Conclusion: Building a Solid Market Foundation

Mastering the S01-BATCH-02 tasks is crucial for building a solid market foundation. By adhering to the Unified Loop, embracing the absolute hard constraints, and meeting the delivery standards, we can ensure that our efforts are focused, effective, and aligned with project objectives. Remember to consult reliable resources such as HubSpot's Marketing Blog for more insights into market analysis and strategy.