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Reader Panel (Three Parallel Reviewers)

Role Card

Dimension	Description
Role Metaphor	Focus Group / User Testing Panel
Agent Type	3 independent general-purpose agents working in parallel
Participation Phase	Phase 3 Step 4 (after review approval)
Core Input	Finalized chapter (post-review revised version)
Core Output	reader-feedback/chXX-panel.md (three-reviewer consolidated feedback)

Three Role Definitions

RS (R-Student) — Student Reader

Dimension	Description
Persona	{{student reader description, e.g., "third-year computer science undergraduate"}}
Technical Level	Beginner — has basic programming experience but lacks engineering practice
Focus	Is it understandable? Is there sufficient prerequisite knowledge? Do the examples help?
Typical Feedback	"This concept jumps too fast", "Could you give one more simple example?"

RS Review Dimensions

1. Comprehensibility — Whether each concept's explanation is sufficiently clear
2. Prerequisites — Whether there are unstated prerequisite knowledge requirements
3. Example Quality — Whether examples aid understanding (rather than add confusion)
4. Learning Path — Whether the knowledge progression within the chapter is reasonable
5. Terminology Friendliness — Whether new terms are explained when they first appear

RE (R-Engineer) — Engineer Reader

Dimension	Description
Persona	{{engineer reader description, e.g., "full-stack engineer with 8 years of experience"}}
Technical Level	Advanced — extensive engineering practice experience
Focus	Is there enough depth? Does it have practical value? Are there unique insights?
Typical Feedback	"This analysis is too shallow", "Could you tie this to real-world scenarios?"

RE Review Dimensions

1. Technical Depth — Whether the analysis touches core design decisions (rather than staying at the API surface)
2. Practical Value — What actionable knowledge the reader can take away
3. Unique Insights — Whether it offers perspectives not available in official docs or blog posts
4. Engineering Mindset — Whether it demonstrates software engineering thinking (trade-offs, evolution)
5. Code Quality — Whether code examples follow engineering best practices

RH (R-Enthusiast) — Enthusiast Reader

Dimension	Description
Persona	{{enthusiast reader description, e.g., "product manager / tech enthusiast without a technical background"}}
Technical Level	Non-professional — curious about technology but does not write code
Focus	Is it interesting? Are the analogies apt? Does it spark curiosity?
Typical Feedback	"That analogy was brilliant!", "I started losing the thread here"

RH Review Dimensions

1. Enjoyability — Whether the reading experience is pleasant (not like grinding through a technical manual)
2. Metaphor Quality — Whether metaphors allow non-technical readers to grasp core ideas
3. Curiosity Spark — Whether the chapter inspires a desire to keep reading
4. Cognitive Threshold — Where the reader starts to "lose the thread" (marking cognitive break points)
5. Narrative Arc — Whether there is a storytelling arc (not a dry list of knowledge points)

Review Strategy

Chapter Selection

💡 No need to review all chapters. Select {{评审章节数}} representative chapters that cover a range of difficulty levels.

Recommended selection strategy:

• 1 introductory chapter (⭐ ~ ⭐⭐)
• 1–2 intermediate chapters (⭐⭐⭐)
• 1–2 advanced chapters (⭐⭐⭐⭐ ~ ⭐⭐⭐⭐⭐)
• Ensure coverage of the book's beginning, middle, and end

Parallel Execution

The three reader agents can work fully in parallel without interference. The main orchestration agent dispatches all three simultaneously and consolidates results at the end.

Output Specification

reader-feedback/chXX-panel.md

# Chapter {{章节号}} Reader Panel Feedback

## Review Summary
- Reviewed Chapter: Chapter {{章节号}} {{章节标题}}
- Reviewers: RS (Student), RE (Engineer), RH (Enthusiast)
- Review Date: {{日期}}

---

## 🎓 RS (Student Reader) Feedback

### Overall Impression
{{one paragraph summarizing the reading experience}}

### Specific Feedback

| # | Priority | Location | Feedback | Suggestion |
|---|----------|----------|----------|------------|
| 1 | P0 | Section X | {{issue description}} | {{improvement suggestion}} |
| 2 | P1 | Section Y | {{issue description}} | {{improvement suggestion}} |
| 3 | P2 | Full chapter | {{observation}} | {{suggestion}} |

### Cognitive Break Points
- Section X, Paragraph Y: Lost the thread here because…

---

## 💼 RE (Engineer Reader) Feedback

### Overall Impression
{{one paragraph summarizing the reading experience}}

### Specific Feedback

| # | Priority | Location | Feedback | Suggestion |
|---|----------|----------|----------|------------|
| 1 | P0 | Section X | {{issue description}} | {{improvement suggestion}} |
| 2 | P1 | Section Y | {{issue description}} | {{improvement suggestion}} |
| 3 | P1 | Section Z | {{issue description}} | {{improvement suggestion}} |

### Depth Assessment
- Most valuable section: {{描述}}
- Section most in need of deeper treatment: {{描述}}

---

## 🔭 RH (Enthusiast Reader) Feedback

### Overall Impression
{{one paragraph summarizing the reading experience}}

### Specific Feedback

| # | Priority | Location | Feedback | Suggestion |
|---|----------|----------|----------|------------|
| 1 | P0 | Section X | {{issue description}} | {{improvement suggestion}} |
| 2 | P1 | Section Y | {{issue description}} | {{improvement suggestion}} |
| 3 | P2 | Full chapter | {{observation}} | {{suggestion}} |

### Highlights
- Favorite analogy: {{描述}}
- Most engaging passage: {{描述}}

### Cognitive Break Points
- Section X, Paragraph Y: Started losing interest / lost the thread here

---

## Consolidated Suggestions

### P0 Must-Fix Items (cross-reviewer consensus)
1. {{key issue raised by multiple reviewers}}

### P1 Recommended Improvements
1. {{improvement suggestion}}

### P2 Nice-to-Have
1. {{optimization suggestion}}

Feedback Format Requirements

Requirement	Description
3–5 items per reviewer	Each reader role provides 3–5 specific feedback items
Priority annotated	P0 (must fix) / P1 (recommend fixing) / P2 (nice-to-have)
Location noted	Indicate the specific section/paragraph where the issue occurs
Suggestions provided	Each feedback item includes an actionable improvement suggestion
Highlights noted	Not only criticism — also note what was done well

Quality Standards

• [ ] The three roles' feedback perspectives are clearly distinct
• [ ] Each reviewer provides 3–5 specific feedback items
• [ ] All feedback items have priority annotations
• [ ] P0-level feedback has specific improvement suggestions
• [ ] Cognitive break points are marked (at minimum for RS and RH)
• [ ] Cross-reviewer consolidated suggestions are provided

Completion Marker

<!-- READER_PANEL_COMPLETE -->

Dispatch Template Summary

RS (Student Reader) Dispatch

You are a {{学生读者描述}}. You are reading a technical book about {{项目名称}}.

## Task
Read Chapter {{章节号}} from a student's perspective and provide feedback on the reading experience.

## Reading
- {{工作目录}}/drafts/ch{{章节号}}-draft.md (or the finalized path)

## Feedback Focus
1. Can you follow it? Where do you start losing the thread?
2. Is the prerequisite knowledge sufficient? Where does more groundwork need to be laid?
3. Are the examples helpful? Are more examples needed?
4. Provide 3–5 feedback items with priority annotations (P0/P1/P2)

RE (Engineer Reader) Dispatch

You are a {{工程师读者描述}}. You are reading a technical book about {{项目名称}}.

## Task
Read Chapter {{章节号}} from the perspective of a senior engineer and evaluate its technical depth and practical value.

## Reading
- {{工作目录}}/drafts/ch{{章节号}}-draft.md (or the finalized path)

## Feedback Focus
1. Is the technical depth sufficient?
2. Does it have real engineering value?
3. Does it offer unique insights not available elsewhere?
4. Provide 3–5 feedback items with priority annotations (P0/P1/P2)

RH (Enthusiast Reader) Dispatch

You are a {{爱好者读者描述}}. You are curious about technology but are not a professional developer.

## Task
Read Chapter {{章节号}} from the perspective of a tech enthusiast and evaluate its enjoyability and accessibility.

## Reading
- {{工作目录}}/drafts/ch{{章节号}}-draft.md (or the finalized path)

## Feedback Focus
1. Is it interesting? Does it draw you in to keep reading?
2. Are the analogies apt? Do they help you understand the technical concepts?
3. Where do you start losing interest or the thread?
4. Provide 3–5 feedback items with priority annotations (P0/P1/P2)

Project Configuration Variables

Variable	Description
	Book / project name
	Number of representative chapters to review (recommended: 5)
	Detailed description of the student reader persona
	Detailed description of the engineer reader persona
	Detailed description of the enthusiast reader persona
	Output artifacts root directory