judge-with-debate

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judge-with-debate

<task> Evaluate solutions through multi-agent debate where independent judges analyze, challenge each other's assessments, and iteratively refine their evaluations until reaching consensus or maximum rounds. </task> <context> This command implements the Multi-Agent Debate pattern for high-quality evaluation where multiple perspectives and rigorous argumentation improve assessment accuracy. Unlike single-pass evaluation, debate forces judges to defend their positions with evidence and consider counter-arguments. </context>

<task> 通过多Agent辩论来评估方案：独立评审者进行分析、互相质疑评估结果，并迭代优化他们的评价，直至达成共识或达到最大轮次。 </task> <context> 本命令实现了多Agent辩论模式以进行高质量评估，多视角和严谨的论证能提升评估的准确性。与单次评估不同，辩论促使评审者用证据捍卫自己的立场，并考虑反驳意见。 </context>

Pattern: Debate-Based Evaluation

模式：基于辩论的评估

This command implements iterative multi-judge debate:

Phase 0: Setup
         mkdir -p .specs/reports
                  │
Phase 1: Independent Analysis
         ┌─ Judge 1 → {name}.1.md ─┐
Solution ┼─ Judge 2 → {name}.2.md ─┼─┐
         └─ Judge 3 → {name}.3.md ─┘ │
                                     │
Phase 2: Debate Round (iterative)   │
    Each judge reads others' reports │
         ↓                           │
    Argue + Defend + Challenge       │
         ↓                           │
    Revise if convinced ─────────────┤
         ↓                           │
    Check consensus                  │
         ├─ Yes → Final Report       │
         └─ No → Next Round ─────────┘

本命令实现了迭代式多评审者辩论流程：

Phase 0: Setup
         mkdir -p .specs/reports
                  │
Phase 1: Independent Analysis
         ┌─ Judge 1 → {name}.1.md ─┐
Solution ┼─ Judge 2 → {name}.2.md ─┼─┐
         └─ Judge 3 → {name}.3.md ─┘ │
                                     │
Phase 2: Debate Round (iterative)   │
    Each judge reads others' reports │
         ↓                           │
    Argue + Defend + Challenge       │
         ↓                           │
    Revise if convinced ─────────────┤
         ↓                           │
    Check consensus                  │
         ├─ Yes → Final Report       │
         └─ No → Next Round ─────────┘

Process

流程

Setup: Create Reports Directory

准备工作：创建报告目录

Before starting evaluation, ensure the reports directory exists:

bash

mkdir -p .specs/reports

Report naming convention:

.specs/reports/{solution-name}-{YYYY-MM-DD}.[1|2|3].md

Where:

```
{solution-name}
```
- Derived from solution filename (e.g.,
```
users-api
```
from
```
src/api/users.ts
```
)
```
{YYYY-MM-DD}
```
- Current date
```
[1|2|3]
```
- Judge number

开始评估前，确保报告目录已存在：

bash

mkdir -p .specs/reports

报告命名规则：

.specs/reports/{solution-name}-{YYYY-MM-DD}.[1|2|3].md

其中：

```
{solution-name}
```
- 由方案文件名衍生（例如从
```
src/api/users.ts
```
得到
```
users-api
```
）
```
{YYYY-MM-DD}
```
- 当前日期
```
[1|2|3]
```
- 评审者编号

Phase 1: Independent Analysis

阶段1：独立分析

Launch 3 independent judge agents in parallel (recommended: Opus for rigor):

Each judge receives:
- Path to solution(s) being evaluated
- Evaluation criteria with weights
- Clear rubric for scoring

Each produces independent assessment saved to

.specs/reports/{solution-name}-{date}.[1|2|3].md

Reports must include:
- Per-criterion scores with evidence
- Specific quotes/examples supporting ratings
- Overall weighted score
- Key strengths and weaknesses

Key principle: Independence in initial analysis prevents groupthink.

Prompt template for initial judges:

markdown

You are Judge {N} evaluating a solution independently.

<solution_path>
{path to solution file(s)}
</solution_path>

<task_description>
{what the solution was supposed to accomplish}
</task_description>

<evaluation_criteria>
{criteria with descriptions and weights}
</evaluation_criteria>

<output_file>
.specs/reports/{solution-name}-{date}.{N}.md
</output_file>

Read ${CLAUDE_PLUGIN_ROOT}/tasks/judge.md for evaluation methodology and execute using following criteria.

Instructions:
1. Read the solution thoroughly
2. For each criterion:
   - Find specific evidence (quote exact text)
   - Score on the defined scale
   - Justify with concrete examples
3. Calculate weighted overall score
4. Write comprehensive report to {output_file}
5. Generate verification 5 questions about your evaluation.
6. Answer verification questions:
   - Re-examine solutions for each question
   - Find counter-evidence if it exists
   - Check for systematic bias (length, confidence, etc.)
7. Revise your report file and update it accordingly.

Add to report begining `Done by Judge {N}`

并行启动3个独立评审Agent（推荐使用Opus以保证严谨性）：

每个评审者会收到：
- 待评估方案的路径
- 带权重的评估标准
- 明确的评分准则
每个评审者生成独立评估报告，保存至
```
.specs/reports/{solution-name}-{date}.[1|2|3].md
```
报告必须包含：
- 各标准的评分及依据
- 支持评分的具体引用/示例
- 加权总分
- 核心优势与不足

核心原则： 初始分析的独立性可避免群体思维。

初始评审者提示模板：

markdown

You are Judge {N} evaluating a solution independently.

<solution_path>
{path to solution file(s)}
</solution_path>

<task_description>
{what the solution was supposed to accomplish}
</task_description>

<evaluation_criteria>
{criteria with descriptions and weights}
</evaluation_criteria>

<output_file>
.specs/reports/{solution-name}-{date}.{N}.md
</output_file>

Read ${CLAUDE_PLUGIN_ROOT}/tasks/judge.md for evaluation methodology and execute using following criteria.

Instructions:
1. Read the solution thoroughly
2. For each criterion:
   - Find specific evidence (quote exact text)
   - Score on the defined scale
   - Justify with concrete examples
3. Calculate weighted overall score
4. Write comprehensive report to {output_file}
5. Generate verification 5 questions about your evaluation.
6. Answer verification questions:
   - Re-examine solutions for each question
   - Find counter-evidence if it exists
   - Check for systematic bias (length, confidence, etc.)
7. Revise your report file and update it accordingly.

Add to report begining `Done by Judge {N}`

Phase 2: Debate Rounds (Iterative)

阶段2：辩论轮次（迭代式）

For each debate round (max 3 rounds):

Launch 3 debate agents in parallel:

Each judge agent receives:
- Path to their own previous report (
```
.specs/reports/{solution-name}-{date}.[1|2|3].md
```
  )
- Paths to other judges' reports (
```
.specs/reports/{solution-name}-{date}.[1|2|3].md
```
  )
- The original solution
Each judge:
- Identifies disagreements with other judges (>1 point score gap on any criterion)
- Defends their own ratings with evidence
- Challenges other judges' ratings they disagree with
- Considers counter-arguments
- Revises their assessment if convinced
Updates their report file with new section:
```
## Debate Round {R}
```
After they reply, if they reached agreement move to Phase 3: Consensus Report

Key principle: Judges communicate only through filesystem - orchestrator doesn't mediate and don't read reports files itself, it can overflow your context.

Prompt template for debate judges:

markdown

You are Judge {N} in debate round {R}.

<your_previous_report>
{path to .specs/reports/{solution-name}-{date}.{N}.md}
</your_previous_report>

<other_judges_reports>
Judge 1: .specs/reports/{solution-name}-{date}.1.md
...
</other_judges_reports>

<task_description>
{what the solution was supposed to accomplish}
</task_description>

<solution_path>
{path to solution}
</solution_path>

<output_file>
.specs/reports/{solution-name}-{date}.{N}.md (append to existing file)
</output_file>

Read ${CLAUDE_PLUGIN_ROOT}/tasks/judge.md for evaluation methodology principles.

Instructions:
1. Read your previous assessment from {your_previous_report}
2. Read all other judges' reports
3. Identify disagreements (where your scores differ by >1 point)
4. For each major disagreement:
   - State the disagreement clearly
   - Defend your position with evidence
   - Challenge the other judge's position with counter-evidence
   - Consider whether their evidence changes your view
5. Update your report file by APPENDING:
6. Reply whether you are reached agreement, and with which judge. Include revisited scores and criteria scores.

---

每一轮辩论（最多3轮）：

并行启动3个辩论评审Agent：

每个评审者Agent会收到：
- 自己之前的报告路径（
```
.specs/reports/{solution-name}-{date}.[1|2|3].md
```
  ）
- 其他评审者的报告路径（
```
.specs/reports/{solution-name}-{date}.[1|2|3].md
```
  ）
- 原始方案
每个评审者：
- 找出与其他评审者的分歧（任意标准的分差超过1分）
- 用证据捍卫自己的评分
- 质疑自己不认同的其他评审者评分
- 考虑反驳意见
- 若被说服则修改自己的评估
在报告文件中添加新章节：
```
## Debate Round {R}
```
完成回复后，若达成共识则进入阶段3：共识报告

核心原则： 评审者仅通过文件系统沟通——编排器不进行调解，也不读取报告文件本身，否则会超出上下文限制。

辩论评审者提示模板：

markdown

You are Judge {N} in debate round {R}.

<your_previous_report>
{path to .specs/reports/{solution-name}-{date}.{N}.md}
</your_previous_report>

<other_judges_reports>
Judge 1: .specs/reports/{solution-name}-{date}.1.md
...
</other_judges_reports>

<task_description>
{what the solution was supposed to accomplish}
</task_description>

<solution_path>
{path to solution}
</solution_path>

<output_file>
.specs/reports/{solution-name}-{date}.{N}.md (append to existing file)
</output_file>

Read ${CLAUDE_PLUGIN_ROOT}/tasks/judge.md for evaluation methodology principles.

Instructions:
1. Read your previous assessment from {your_previous_report}
2. Read all other judges' reports
3. Identify disagreements (where your scores differ by >1 point)
4. For each major disagreement:
   - State the disagreement clearly
   - Defend your position with evidence
   - Challenge the other judge's position with counter-evidence
   - Consider whether their evidence changes your view
5. Update your report file by APPENDING:
6. Reply whether you are reached agreement, and with which judge. Include revisited scores and criteria scores.

---

Debate Round {R}

Disagreements Identified

Disagreement with Judge {X} on Criterion "{Name}"

My score: {my_score}/5
Their score: {their_score}/5
My defense: [quote evidence supporting my score]
My challenge: [what did they miss or misinterpret?]

[Repeat for each disagreement]

Disagreement with Judge {X} on Criterion "{Name}"

My score: {my_score}/5
Their score: {their_score}/5
My defense: [quote evidence supporting my score]
My challenge: [what did they miss or misinterpret?]

[Repeat for each disagreement]

Revised Assessment

After considering other judges' arguments:

Criterion "{Name}": [Maintained {X}/5 | Revised from {X} to {Y}/5]
- Reason for change: [what convinced me] OR
- Reason maintained: [why I stand by original score]

[Repeat for changed/maintained scores]

New Weighted Score: {updated_total}/5.0

After considering other judges' arguments:

Criterion "{Name}": [Maintained {X}/5 | Revised from {X} to {Y}/5]
- Reason for change: [what convinced me] OR
- Reason maintained: [why I stand by original score]

[Repeat for changed/maintained scores]

New Weighted Score: {updated_total}/5.0

Evidences

[specific quotes]

CRITICAL:

Only revise if you find their evidence compelling
Defend your original scores if you still believe them
Quote specific evidence from the solution

undefined

[specific quotes]

CRITICAL:

Only revise if you find their evidence compelling
Defend your original scores if you still believe them
Quote specific evidence from the solution

undefined

Consensus Check

共识检查

After each debate round, check for consensus:

Consensus achieved if:

All judges' overall scores within 0.5 points of each other
No criterion has >1 point disagreement across any two judges
All judges explicitly state they accept the consensus

If no consensus after 3 rounds:

Report persistent disagreements
Provide all judge reports for human review
Flag that automated evaluation couldn't reach consensus

Orchestration Instructions:

Step 1: Run Independent Analysis (Round 1)

Launch 3 judge agents in parallel (Judge 1, 2, 3)

Each writes their independent assessment to

.specs/reports/{solution-name}-{date}.[1|2|3].md

Wait for all 3 agents to complete

Step 2: Check for Consensus

Let's work through this systematically to ensure accurate consensus detection.

Read all three reports and extract:

Each judge's overall weighted score
Each judge's score for every criterion

Check consensus step by step:

First, extract all overall scores from each report and list them explicitly
Calculate the difference between the highest and lowest overall scores
- If difference ≤ 0.5 points → overall consensus achieved
- If difference > 0.5 points → no consensus yet
Next, for each criterion, list all three judges' scores side by side
For each criterion, calculate the difference between highest and lowest scores
- If any criterion has difference > 1.0 point → no consensus on that criterion
Finally, verify consensus is achieved only if BOTH conditions are met:
- Overall scores within 0.5 points
- All criterion scores within 1.0 point

Step 3: Decision Point

If consensus achieved: Go to Step 5 (Generate Consensus Report)
If no consensus AND round < 3: Go to Step 4 (Run Debate Round)
If no consensus AND round = 3: Go to Step 6 (Report No Consensus)

Step 4: Run Debate Round

Increment round counter (round = round + 1)
Launch 3 judge agents in parallel
Each agent reads:
- Their own previous report from filesystem
- Other judges' reports from filesystem
- Original solution
Each agent appends "Debate Round {R}" section to their own report file
Wait for all 3 agents to complete
Go back to Step 2 (Check for Consensus)

Step 5: Reply with Report

Let's synthesize the evaluation results step by step.

Read all final reports carefully
Before generating the report, analyze the following:
- What is the consensus status (achieved or not)?
- What were the key points of agreement across all judges?
- What were the main areas of disagreement, if any?
- How did the debate rounds change the evaluations?
Reply to user with a report that contains:
- If there is consensus:
  - Consensus scores (average of all judges)
  - Consensus strengths/weaknesses
  - Number of rounds to reach consensus
  - Final recommendation with clear justification
- If there is no consensus:
  - All judges' final scores showing disagreements
  - Specific criteria where consensus wasn't reached
  - Analysis of why consensus couldn't be reached
  - Flag for human review
Command complete

每轮辩论后，检查是否达成共识：

达成共识的条件：

所有评审者的总分差距在0.5分以内
任意标准的分差在所有评审者间不超过1分
所有评审者明确表示接受共识

若3轮后仍未达成共识：

报告持续存在的分歧
提供所有评审者报告供人工审核
标记自动化评估未达成共识

编排说明：

步骤1：执行独立分析（第1轮）

并行启动3个评审Agent（评审者1、2、3）

每个Agent将独立评估报告写入

.specs/reports/{solution-name}-{date}.[1|2|3].md

等待3个Agent全部完成

步骤2：检查共识

我们系统地完成此步骤以确保准确检测共识：

读取所有三份报告并提取：

每个评审者的加权总分
每个评审者对各标准的评分

逐步检查共识：

首先，提取所有评审者的总分并明确列出
计算最高与最低总分的差值
- 若差值≤0.5分 → 达成总分共识
- 若差值>0.5分 → 尚未达成共识
接下来，针对每个标准，并列列出三位评审者的评分
针对每个标准，计算最高与最低分的差值
- 若任意标准的差值>1.0分 → 该标准未达成共识
最终，仅当同时满足以下两个条件时，才判定达成共识：
- 总分差距在0.5分以内
- 所有标准的分差在1.0分以内

步骤3：决策点

若达成共识：进入步骤5（生成共识报告）
若未达成共识且轮次<3：进入步骤4（执行辩论轮次）
若未达成共识且轮次=3：进入步骤6（报告未达成共识）

步骤4：执行辩论轮次

递增轮次计数器（轮次=轮次+1）
并行启动3个评审Agent
每个Agent读取：
- 文件系统中自己之前的报告
- 文件系统中其他评审者的报告
- 原始方案
每个Agent在自己的报告文件中添加"Debate Round {R}"章节
等待3个Agent全部完成
返回步骤2（检查共识）

步骤5：返回报告

我们逐步综合评估结果：

仔细阅读所有最终报告
生成报告前，分析以下内容：
- 共识状态（已达成或未达成）
- 所有评审者达成一致的关键点
- 主要分歧领域（若有）
- 辩论轮次如何改变了评估结果
向用户返回包含以下内容的报告：
- 若达成共识：
  - 共识评分（所有评审者的平均分）
  - 共识认定的优势/不足
  - 达成共识所需的轮次
  - 带有明确依据的最终建议
- 若未达成共识：
  - 所有评审者的最终评分及分歧
  - 未达成共识的具体标准
  - 无法达成共识的原因分析
  - 标记需人工审核
命令完成

Phase 3: Consensus Report

阶段3：共识报告

If consensus achieved, synthesize the final report by working through each section methodically:

markdown

undefined

若达成共识，通过以下步骤系统综合最终报告：

markdown

undefined

Consensus Evaluation Report

Let's compile the final consensus by analyzing each component systematically.

Consensus Scores

First, let's consolidate all judges' final scores:

Criterion	Judge 1	Judge 2	Judge 3	Final
{Name}	{X}/5	{X}/5	{X}/5	{X}/5
...

Consensus Overall Score: {avg}/5.0

First, let's consolidate all judges' final scores:

Criterion	Judge 1	Judge 2	Judge 3	Final
{Name}	{X}/5	{X}/5	{X}/5	{X}/5
...

Consensus Overall Score: {avg}/5.0

Consensus Strengths

[Review each judge's identified strengths and extract the common themes that all judges agreed upon]

Consensus Weaknesses

[Review each judge's identified weaknesses and extract the common themes that all judges agreed upon]

Debate Summary

Let's trace how consensus was reached:

Rounds to consensus: {N}
Initial disagreements: {list with specific criteria and score gaps}
How resolved: {for each disagreement, explain what evidence or argument led to resolution}

Let's trace how consensus was reached:

Rounds to consensus: {N}
Initial disagreements: {list with specific criteria and score gaps}
How resolved: {for each disagreement, explain what evidence or argument led to resolution}

Final Recommendation

Based on the consensus scores and the key strengths/weaknesses identified: {Pass/Fail/Needs Revision with clear justification tied to the evidence}


<output>
The command produces:

1. **Reports directory**: `.specs/reports/` (created if not exists)
2. **Initial reports**: `.specs/reports/{solution-name}-{date}.1.md`, `.specs/reports/{solution-name}-{date}.2.md`, `.specs/reports/{solution-name}-{date}.3.md`
3. **Debate updates**: Appended sections in each report file per round
4. **Final synthesis**: Replied to user (consensus or disagreement summary)
</output>

Based on the consensus scores and the key strengths/weaknesses identified: {Pass/Fail/Needs Revision with clear justification tied to the evidence}


<output>
本命令将生成：

1. **报告目录**：`.specs/reports/`（不存在则创建）
2. **初始报告**：`.specs/reports/{solution-name}-{date}.1.md`、`.specs/reports/{solution-name}-{date}.2.md`、`.specs/reports/{solution-name}-{date}.3.md`
3. **辩论更新**：每轮辩论后在各报告文件中追加的章节
4. **最终综合结果**：返回给用户的（共识或分歧总结）
</output>

Best Practices

最佳实践

Evaluation Criteria

评估标准

Choose 3-5 weighted criteria relevant to the solution type:

Code evaluation:

Correctness (30%) - Does it work? Handles edge cases?
Design Quality (25%) - Clean architecture? Maintainable?
Efficiency (20%) - Performance considerations?
Code Quality (15%) - Readable? Well-documented?
Testing (10%) - Test coverage? Test quality?

Design/Architecture evaluation:

Completeness (30%) - All requirements addressed?
Feasibility (25%) - Can it actually be built?
Scalability (20%) - Handles growth?
Simplicity (15%) - Appropriately simple?
Documentation (10%) - Clear and comprehensive?

Documentation evaluation:

Accuracy (35%) - Technically correct?
Completeness (30%) - Covers all necessary topics?
Clarity (20%) - Easy to understand?
Usability (15%) - Helpful examples? Good structure?

选择3-5个与方案类型相关的加权标准：

代码评估：

正确性（30%）- 能否正常运行？是否处理边缘情况？
设计质量（25%）- 架构清晰？易于维护？
效率（20%）- 考虑性能因素？
代码质量（15%）- 可读性强？文档完善？
测试（10%）- 测试覆盖率？测试质量？

设计/架构评估：

完整性（30%）- 是否覆盖所有需求？
可行性（25%）- 能否实际落地？
可扩展性（20%）- 能否应对增长？
简洁性（15%）- 复杂度适中？
文档（10%）- 清晰全面？

文档评估：

准确性（35%）- 技术上正确？
完整性（30%）- 是否覆盖所有必要主题？
清晰度（20%）- 易于理解？
易用性（15%）- 示例实用？结构合理？

Common Pitfalls

常见误区

❌ Judges create new reports instead of appending - Loses debate history ❌ Orchestrator passes reports between judges - Violates filesystem communication principle ❌ Weak initial assessments - Garbage in, garbage out ❌ Too many debate rounds - Diminishing returns after 3 rounds ❌ Sycophancy in debate - Judges agree too easily without real evidence

✅ Judges append to their own report file ✅ Judges read other reports from filesystem directly ✅ Strong evidence-based initial assessments ✅ Maximum 3 debate rounds ✅ Require evidence for changing positions

❌ 评审者创建新报告而非追加 - 丢失辩论历史 ❌ 编排器在评审者间传递报告 - 违反文件系统沟通原则 ❌ 初始评估质量低下 - 输入垃圾，输出垃圾 ❌ 辩论轮次过多 - 3轮后收益递减 ❌ 辩论中趋同附和 - 评审者无充分证据便轻易同意

✅ 评审者追加至自己的报告文件 ✅ 评审者直接从文件系统读取其他报告 ✅ 基于证据的高质量初始评估 ✅ 最多3轮辩论 ✅ 修改立场需有充分证据

Example Usage

示例用法

Evaluating an API Implementation

评估API实现

bash

/judge-with-debate \
  --solution "src/api/users.ts" \
  --task "Implement REST API for user management" \
  --criteria "correctness:30,design:25,security:20,performance:15,docs:10"

Round 1 outputs (assuming date 2025-01-15):

```
.specs/reports/users-api-2025-01-15.1.md
```
- Judge 1 scores correctness 4/5, security 3/5
```
.specs/reports/users-api-2025-01-15.2.md
```
- Judge 2 scores correctness 4/5, security 5/5
```
.specs/reports/users-api-2025-01-15.3.md
```
- Judge 3 scores correctness 5/5, security 4/5

Disagreement detected: Security scores range from 3-5

Round 2 debate:

Judge 1 defends 3/5: "Missing rate limiting, input validation incomplete"
Judge 2 challenges: "Rate limiting exists in middleware (line 45)"
Judge 1 revises to 4/5: "Missed middleware, but input validation still weak"
Judge 3 defends 4/5: "Input validation adequate for requirements"

Round 2 outputs:

All judges now 4-5/5 on security (within 1 point)
Disagreement on input validation remains

Round 3 debate:

Judges examine specific validation code
Judge 2 revises to 4/5: "Upon re-examination, email validation regex is weak"
Consensus: Security = 4/5

Final consensus:

Correctness: 4.3/5
Design: 4.5/5
Security: 4.0/5 (3 rounds to consensus)
Performance: 4.7/5
Documentation: 4.0/5

Overall: 4.3/5 - PASS

bash

/judge-with-debate \
  --solution "src/api/users.ts" \
  --task "Implement REST API for user management" \
  --criteria "correctness:30,design:25,security:20,performance:15,docs:10"

第1轮输出（假设日期为2025-01-15）：

```
.specs/reports/users-api-2025-01-15.1.md
```
- 评审者1给正确性4/5，安全性3/5
```
.specs/reports/users-api-2025-01-15.2.md
```
- 评审者2给正确性4/5，安全性5/5
```
.specs/reports/users-api-2025-01-15.3.md
```
- 评审者3给正确性5/5，安全性4/5

检测到分歧： 安全性评分范围为3-5分

第2轮辩论：

评审者1捍卫3/5的评分："缺少速率限制，输入验证不完整"
评审者2质疑："速率限制在中间件中存在（第45行）"
评审者1修改为4/5："遗漏了中间件，但输入验证仍薄弱"
评审者3捍卫4/5的评分："输入验证符合需求"

第2轮输出：

所有评审者的安全性评分现在为4-5/5（差值在1分以内）
输入验证的分歧仍存在

第3轮辩论：

评审者检查具体验证代码
评审者2修改为4/5："重新检查后发现，邮箱验证正则表达式较弱"
达成共识：安全性=4/5

最终共识：

Correctness: 4.3/5
Design: 4.5/5
Security: 4.0/5 (3 rounds to consensus)
Performance: 4.7/5
Documentation: 4.0/5

Overall: 4.3/5 - PASS