S01-BATCH-02: Market Foundation Tasks & Discussion

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Embark on a journey of understanding the critical tasks and discussions surrounding the S01-BATCH-02 Stage-01 Market Foundation project. This comprehensive guide breaks down the intricacies of the batch processing, offering insights into task execution, expert collaboration, and the crucial steps for successful completion. Grasp the essence of market foundation and how this batch contributes to the broader project goals.

πŸ“‹ Task Overview

Before diving into the specifics, let's outline the project's foundational elements. This overview ensures everyone is aligned on the scope and objectives, setting the stage for efficient task completion. We'll cover the essential components, from file locations to the number of TODOs, providing a clear roadmap for the tasks ahead.

  • File: todo/Stage-01_Market-Foundation.todos.md
  • Task ID: `S01-BATCH-02
  • TODO Count: 5

Delving into the Core Components

The project's central nervous system resides within the todo/Stage-01_Market-Foundation.todos.md file. This file acts as the epicenter, housing the tasks and their details that drive the Market Foundation stage. Understanding its structure and content is paramount to navigating the batch effectively. Furthermore, the unique Task ID, S01-BATCH-02, serves as the key identifier, allowing for streamlined tracking and management across the project lifecycle. The TODO Count of 5 signifies the number of individual tasks within the batch, each requiring focused attention and execution. These components collectively form the backbone of the project, guiding contributors towards a common goal and ensuring a cohesive approach. As we delve deeper, the significance of these components becomes increasingly apparent, revealing the interconnected nature of the project's various stages and tasks. The meticulous organization and clear identification of tasks underscore the project's commitment to efficiency and accuracy, crucial for navigating the complexities of market foundation.

🎯 Execution Requirements

The success of this batch hinges on adhering to the established execution requirements. Here, we dissect the prescribed methodology, ensuring each step is meticulously followed. The guidelines provided in .github/copilot-instructions.md form the bedrock of our approach, emphasizing a Unified Automated Pipeline. This section elucidates the critical stages, from scanning to committing, fostering a seamless and consistent workflow.

The Unified Loop: A Step-by-Step Guide

The Unified Automated Pipeline, or The Unified Loop, serves as the guiding principle for executing tasks within this batch. It's a structured approach designed to ensure consistency, quality, and efficiency across the project. Let's dissect each stage:

  1. Scan: This initial phase involves pinpointing the relevant tasks. It begins with reading the todo/Stage-01_Market-Foundation.todos.md file, meticulously locating the specified TODO items, and thoroughly reviewing the task details and metadata below. This step sets the stage for a focused and informed approach.
  2. Council & Think: Here, the project leverages collective intelligence. A 3-person expert team is assembled, comprising a Principal, a Business Consultant, and a Risk Assessor. This council engages in rigorous examination, retrieving relevant files like Project-Bible.md, conducting conflict checks to prevent deviations from established principles, evaluating the value against the North Star metrics, and performing in-depth exploration to uncover all potential branches and nuances. This collaborative think tank ensures a holistic and strategic approach.
  3. Plan: With a clear understanding of the task at hand, the planning phase defines the execution roadmap. This involves identifying the output path, typically archives/Stage-01_*/{Filename}.md, determining dependent files, and evaluating the need to update Project-Bible.md based on the task's outcomes. A well-defined plan minimizes ambiguity and maximizes efficiency.
  4. Draft: This is where the ideas materialize into tangible content. The output must be comprehensive and detailed, leaving no room for ambiguity or omissions. A strict anti-AI flavor agreement is enforced, discouraging the use of generic phrases. The principle of Show-Don't-Tell is emphasized, alongside the use of concise, impactful sentences. A crucial step is the incorporation of commercial hooks every 2000 words, ensuring the content remains engaging and relevant.
  5. Verify: Quality assurance is paramount. The verification phase involves self-assessment against established acceptance criteria, ensuring the output meets the highest standards. The critical question posed is: "Does this read as though it were written by a human expert?" If the answer is not a resounding yes, a #redo is immediately triggered, underscoring the commitment to excellence.
  6. Commit: The final stage involves archiving the成果 of the task. This includes saving the files to the designated path, updating Project-Bible.md if new concepts, foreshadowing, or characters are introduced, updating Risk-Ledger.md if unresolved issues arise, and marking the TODO as completed by changing - [ ] to - [x]. This comprehensive commit process ensures a complete and traceable record of the task's execution.

⚠️ Absolute Hard Constraints

These are the non-negotiable rules that govern the execution process. Adhering to these constraints is crucial for maintaining the integrity and efficiency of the project. We emphasize atomicity, thoroughness, deep thinking, and language consistency.

The Four Pillars of Execution

The project's success hinges on adhering to a set of absolute hard constraints. These are the non-negotiable guidelines that ensure consistency, quality, and efficiency throughout the execution process. Let's explore these pillars:

  1. Atomized Execution: This principle dictates that each TODO item must be completed independently. Batch ticking is strictly prohibited, emphasizing the importance of individual attention and thoroughness for each task. This approach ensures that no task is overlooked and that each receives the dedicated focus it deserves.
  2. Closed-Loop Delivery: Every task must result in a substantial output. This constraint eliminates the possibility of superficial or incomplete work. Phrases like "to be supplemented" or ambiguous statements are strictly forbidden. The emphasis is on delivering tangible and complete results, ensuring that each task contributes meaningfully to the project's objectives.
  3. Deep Thinking: The project demands more than just surface-level engagement. It necessitates in-depth contemplation and a thorough exploration of all aspects of the task. Perfunctory efforts are unacceptable. The full computational capacity of AI should be leveraged to maximize insights and produce high-quality outputs. This commitment to deep thinking ensures that the project benefits from innovative solutions and well-reasoned conclusions.
  4. Mandatory Chinese: All outputs must be in Simplified Chinese. This linguistic uniformity ensures clarity, consistency, and ease of collaboration among team members. By adhering to this constraint, the project fosters effective communication and eliminates potential misunderstandings arising from language barriers.

πŸ“¦ Delivery Standards

Delivery standards are the benchmarks against which the completed tasks are measured. This section provides a clear checklist, ensuring all essential components are in place before submission. From TODO completion to updating relevant documentation, these standards guarantee a comprehensive and well-documented outcome.

Ensuring Excellence: A Delivery Checklist

The delivery standards serve as a comprehensive checklist, ensuring that every task is completed to the highest standard and that all necessary components are in place before submission. These standards guarantee a comprehensive and well-documented outcome. Let's break down the key elements:

  1. TODO Completed: The corresponding TODO item in todo/Stage-01_Market-Foundation.todos.md must be checked off, reflecting the task's completion. This involves modifying the file and changing - [ ] to - [x]. This step provides a clear visual indication of task progress and completion.
  2. Output Archived: The deliverables generated during the task execution must be archived in the designated archives/ directory. This ensures that all outputs are systematically organized and readily accessible for future reference and review. Proper archiving is crucial for maintaining project history and facilitating knowledge sharing.
  3. Settings Updated: If the task introduces new concepts, foreshadowing elements, or characters, the Project-Bible.md file must be updated accordingly. This keeps the project's central repository of information current and consistent, serving as a reliable source of truth for all team members. Maintaining an up-to-date Project-Bible.md is essential for project coherence and continuity.
  4. PR Includes Self-Checklist: The Pull Request (PR) submitted for the task must include a self-checklist. This checklist serves as a verification mechanism, ensuring that the submitter has thoroughly reviewed their work against the established quality standards and delivery requirements. A self-checklist promotes accountability and helps catch potential issues before they escalate.
  5. PR Description Includes Fixes #{issue_number}: The PR description must include the phrase Fixes #{issue_number}, where {issue_number} corresponds to the relevant issue number. This linking mechanism establishes a clear connection between the PR and the issue it resolves, facilitating streamlined tracking and management of project tasks.

πŸ“š Reference Files

These files are the navigational tools for this batch. They provide context, instructions, and templates necessary for successful task completion. This section lists the key documents, ensuring everyone knows where to find essential information.

Navigating the Project Landscape: Key Reference Documents

The reference files serve as the essential navigational tools for the project, providing context, instructions, and templates necessary for successful task completion. These documents act as a compass, guiding participants through the complexities of the project and ensuring everyone is aligned on the objectives and methodologies. Let's explore the key reference materials:

  1. .github/copilot-instructions.md: This file contains the overarching instructions for using the Copilot system within the project. It outlines the guidelines, best practices, and workflow procedures that should be followed when leveraging the AI-powered assistance. Understanding and adhering to these instructions is crucial for maximizing the effectiveness of Copilot and ensuring consistent task execution.
  2. todo/Stage-01_Market-Foundation.todos.md: As previously mentioned, this file is the central task repository for the batch. It lists all the TODO items that need to be addressed, along with their descriptions, requirements, and responsible experts. This document serves as the primary roadmap for the batch, guiding participants on what needs to be done and in what order.
  3. Stages/Stage-01_*.md: This refers to the collection of files that provide detailed information about Stage-01 of the project. These files likely contain background information, objectives, milestones, and other relevant details that provide context for the tasks within the batch. Consulting these files helps participants understand the broader goals of Stage-01 and how their individual tasks contribute to the overall success.
  4. Project-Bible.md (Automatically created if it doesn't exist): This file serves as the central repository for all key project information, including concepts, characters, storylines, and world-building details. It acts as a living document, constantly updated with new information and insights generated throughout the project's lifecycle. Referencing Project-Bible.md ensures consistency and coherence across all tasks and stages.
  5. Risk-Ledger.md (Automatically created if it doesn't exist): This file serves as a log of potential risks, issues, and challenges that may arise during the project. It includes information about the nature of the risk, its potential impact, and mitigation strategies. Consulting Risk-Ledger.md helps participants proactively identify and address potential problems, minimizing their impact on the project's progress.

πŸ’‘ Hints

This section offers valuable tips and suggestions to navigate potential roadblocks and optimize task execution. These hints encourage proactive decision-making, emphasize the importance of a complete workflow, and advocate for detailed thinking.

Maximizing Efficiency and Navigating Challenges: Helpful Hints

The hints section provides valuable guidance and suggestions to help participants navigate potential roadblocks, optimize task execution, and ensure the successful completion of their assigned duties. These hints emphasize proactive decision-making, highlight the importance of a complete workflow, and advocate for detailed thinking. Let's delve into these helpful tips:

  • If you encounter non-blocking issues, make decisions independently based on the established knowledge base and document your actions in the logs. This empowers participants to take ownership of their work and resolve minor issues efficiently, without waiting for external intervention. Documenting decisions ensures transparency and facilitates knowledge sharing.
  • Remember that each TODO represents an independent creative endeavor that requires the complete six-step cycle of the Unified Automated Pipeline. Avoid shortcuts or partial execution. Each task deserves the full attention and rigor of the established methodology, ensuring consistent quality and thoroughness.
  • Don't hesitate to utilize tokens liberally during the #think and #draft stages. Detailed exploration and comprehensive writing are crucial for generating high-quality outputs. The AI's computational power should be fully leveraged to explore all possibilities, refine ideas, and produce well-crafted deliverables. Don't let token limitations hinder the creative process.

πŸ“‹ Task Details

Now, we dissect each task within this batch, providing specific details, responsibilities, and requirements. This granular breakdown ensures clarity and focus, empowering experts to execute their roles effectively. Each task is presented with its unique identifier, responsible experts, detailed description, output requirements, and acceptance criteria.

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 and conduct an in-depth analysis.
  • Output Requirements:
    • Book Title, Author, Word Count, Update Frequency, Completion Status
    • Core Selling Point (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 analysis depth should be no less than 1500 words, including specific cases.

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 and conduct an in-depth analysis.
  • Output Requirements:
    • Book Title, Author, Word Count, Update Frequency, Completion Status
    • Core Selling Point (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 analysis depth should be no less than 1500 words, including specific cases.

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 the "unmet needs" in the market.
  • Output Requirements:
    • List 3 "oversaturated" elements in the current market (e.g., Infinite Flow and System Flow are flooded)
    • Identify 3 "undersupplied" segmentation directions (e.g., few people write about a certain historical background)
    • Propose 3 "innovative combination" opportunities (e.g., fusion of type A + type B)
    • Append to archives/Stage-01_Market-Foundation/Market-Analysis-Report.md
  • Acceptance Criteria: Each opportunity gap needs to be supported by data or case verification.

S01-PM-009 Platform Rules and Content Taboos Compilation

  • Responsible Experts: PM (Project Manager) + QA (Quality Assurance Editor)
  • Task Description: Compile the content review rules and red lines of each platform.
  • Output Requirements:
    • Political Sensitive Content Red Line (historical nihilism, political satire, etc.)
    • Pornographic Violence Boundary (allowed scale, prohibited description)
    • Other Taboos (religion, ethnicity, superstition, etc.)
    • Platform Specific Rules (e.g., Tomato prohibits certain themes)
    • Append 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 labeling (official rules/cases).

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 Superpower, Historical Fiction, Interstellar Science Fiction, etc.)
    • Explain Selection Reasons (market capacity, competition intensity, personal advantages)
    • Output to the "Plan A" section of archives/Stage-01_Market-Foundation/Creative-Concepts.md
  • Acceptance Criteria: The selection reasons should be no less than 300 words, including data support.

Conclusion

The S01-BATCH-02 Stage-01 Market Foundation tasks are critical for establishing a strong foundation for the project. By adhering to the execution requirements, delivery standards, and leveraging the provided resources, the expert team can ensure the successful completion of this batch. Each task contributes valuable insights and deliverables, paving the way for future stages and ultimately contributing to the project's overall success. For more in-depth information on market analysis, consider exploring resources like Investopedia's Market Analysis Section. This external resource can provide additional context and understanding for the concepts discussed in this article.