Market Foundation: Deep Dive & Opportunity Analysis

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[S01-BATCH-02] Stage-01_Market-Foundation.todos: Market Foundation Deep Dive and Opportunity Analysis

Hey guys! Let's break down this batch of tasks focused on market foundation for our story. We're diving deep into competitor analysis, identifying market gaps, and setting our creative direction. Think of this as laying the groundwork for something awesome. Let's get started!

📋 Task Overview

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

🎯 Execution Requirements

Follow the Unified Automated Pipeline (The Unified Loop) from .github/copilot-instructions.md:

1. Scan

  • 📁 Read todo/Stage-01_Market-Foundation.todos.md
  • 🔍 Locate the specified TODO items
  • 📖 Read the task details and meta-information below

2. Expert Council & Think

  • 👥 Assemble a 3-person expert team (Principal + Business Consultant + Risk Control)
  • 🔎 Retrieve relevant files (Project-Bible.md, etc.)
  • ⚠️ Conflict check: Does the new idea violate the old setting?
  • 💰 Value assessment: Does it meet the North Star indicators?
  • 🔬 Deep dive: Explore all possible branches and details

3. Plan

  • 📂 Determine the output path: archives/Stage-01_*/{Filename}.md
  • 📋 Determine dependent files
  • 🔄 Determine whether to update Project-Bible.md

4. Production (Draft)

  • ✍️ Output detailed and complete content, strictly prohibiting omissions
  • 🚫 Execute the anti-AI flavor agreement (disable: however, obviously, at this moment, etc.)
  • ✅ Use Show-Don't-Tell, enforce short sentences
  • 🎣 Check commercial hooks every 2000 words

5. Quality Inspection (Verify)

  • 🔍 Self-examine: Does it meet the acceptance criteria?
  • 🤔 Does it read like it was written by a human expert?
  • 🔁 If dissatisfied, immediately #redo, do not ask the user

6. Archive (Commit)

  • 💾 Save the file to the specified path
  • 📝 Update Project-Bible.md (if there are new settings/foreshadowing/characters)
  • ⚠️ Update Risk-Ledger.md (if there are unresolved issues)
  • ✅ Check TODO: Change - [ ] to - [x]

⚠️ Absolute Hard Constraints

  1. Atomic Execution: Each TODO is completed independently, strictly prohibiting batch selection
  2. Closed-Loop Delivery: There must be substantial output, prohibiting "omit" or "to be supplemented"
  3. Deep Thinking: Reject敷衍, maximize AI computing power
  4. Mandatory Chinese: All output uses Simplified Chinese

📦 Delivery Standards

  • [ ] TODO is checked (modify todo/Stage-01_Market-Foundation.todos.md)
  • [ ] Output is archived (saved to the archives/ directory)
  • [ ] Settings are updated (synchronized to Project-Bible.md)
  • [ ] PR includes a self-inspection checklist
  • [ ] PR description includes Fixes #{issue_number}

📚 Reference Files

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

💡 Hints

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

📋 Task Details

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 point (summarized in one sentence)
  • Opening hook analysis (source 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 is not less than 1500 words, including specific cases.

Dive into Competitive Analysis: Unveiling Benchmark 4

Okay, team, let's zero in on our fourth benchmark, dissecting it like seasoned pros. Our goal? To unearth the secrets of its success and see how we can apply those lessons – or even flip the script – for our own project. We're not just reading a book; we're reverse-engineering a potential hit!

First up, the basics: Title, author, word count, update frequency, and completion status. Think of this as setting the scene. We need to know the landscape before we start exploring.

Next, we're honing in on the core selling point. What's the one-liner that grabs readers? What's the essence of this story distilled into a single, irresistible hook? This is marketing gold, folks.

Then comes the opening hook analysis. Those first three chapters? They're crucial. What makes them so damn captivating? Are they throwing us into the deep end with non-stop action? Are they teasing us with tantalizing mysteries? We need to know exactly what's reeling readers in.

Subscription curve characteristics are next. If we can get our hands on the data, let's analyze the trend. Is it a slow burn that gradually builds momentum? Or does it explode right out of the gate? This can give us clues about audience engagement and retention. Understanding the subscription curve helps us gauge the story's stickiness and identify potential areas for improvement.

Now for the juicy stuff: Success factors. What are the key ingredients that make this story work? Is it the compelling characters? The intricate plot? The immersive world-building? Let's dig deep and identify at least three rock-solid reasons why this book resonates with readers. Don't be vague, guys. Give me specifics, backed up with concrete examples.

And finally, we're looking for learnable points and differentiation space. What can we steal – I mean, borrow – from this book? And where can we zig while they zag? How can we take what works and make it our own, while still offering something fresh and unique? It's about finding that sweet spot where we're building on a proven foundation while injecting our own creative spark.

Remember, guys, this isn't just about ticking boxes. It's about absorbing the lessons of the market and using them to fuel our own creative engine. Let's get to work!

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 point (summarized in one sentence)
  • Opening hook analysis (source 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 is not less than 1500 words, including specific cases.

Unlocking Success: Deconstructing Benchmark 5

Alright, team, time to tackle Benchmark 5! Let's keep the momentum going and apply the same rigorous analysis we used for the previous books. We're on a mission to decipher the formula for success in this market.

Just like before, we start with the fundamentals: Title, author, word count, update frequency, and completion status. Consider this our initial profile of the book. This provides the baseline to contextualize the story's performance and trajectory.

Next, we sharpen our focus on the core selling point. What's the irresistible promise this book makes to its readers? Can we capture its essence in a single, punchy sentence? Identifying the core selling point is crucial for understanding the book's appeal and marketing potential.

The opening hook analysis is up next. What's the magic that keeps readers glued to the page in those crucial first three chapters? Are they leveraging a unique narrative voice? Are they teasing us with unanswered questions? The goal is to understand the hook that snagged readers and compelled them to keep going.

Subscription curve characteristics are once again on our radar. If available, let's dissect the data to understand how the book's popularity evolved over time. Did it experience a meteoric rise? Or did it maintain a steady, consistent climb? Analyzing the subscription curve provides valuable insights into reader engagement and long-term appeal.

Now for the heart of the matter: Success factors. What are the essential elements that contribute to this book's success? Is it the intricate plot twists? The relatable characters? The captivating world-building? Let's identify at least three key factors, backed up by concrete examples from the text. Without specifics, the analysis is merely superficial.

And finally, we're on the hunt for learnable points and differentiation space. What can we adapt and incorporate into our own work? Where can we carve out our own unique niche? The goal is to find that sweet spot where we're learning from the best while still forging our own path. We don’t want to be a copycat. We want to be inspired by the benchmark and produce something completely original.

Remember, guys, this isn't just about completing a task. It's about becoming students of the market and using that knowledge to inform our own creative decisions. Let's make this analysis count!

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