Skills Judgment

🌲 Skills Judgment / 技能生态系统审判

Language / 语言

Language auto-detection active. This document adapts based on your environment.

当前语言检测：{{ env.LANG | default(env.LC_ALL | default("en_US.UTF-8")) }}

• en* → English mode
• zh* → 中文模式

If detection fails, defaults to English. To force Chinese, set LANG=zh_CN.UTF-8 in your environment.

Quick Decision Tree / 快速决策树

用户说"开始审判"或类似语句？
        │
        ▼
Yes → Load this skill
        │
        ▼
Run: hermes tools run scripts/skills_judgment scan
        │
        ▼
Report generated → Show to user
        │
        ▼
User approves? ─────────────────┐
        │                       │
       Yes                      No
        │                       │
        ▼                       ▼
Execute all verdicts      Maintain status quo
   (documented)          (no changes)

Core Metrics Dashboard / 核心指标看板

Note: Metrics populate after first scan. If you see {{ here, run skills_judgment scan first.

Fitness Tiers / Fitness 分级

Six Dimensions / 六维评估

Tier Thresholds / 分级阈值

When to Use / 何时使用

English / 英语触发

• "Start judgment" / "Judge skills"
• "Skills health check" / "Clean up skills"
• "Weekly judgment" / "Skills ecosystem review"

中文触发

• "开始审判" / "审判 skills"
• "检查 skills 生态系统"
• "skills 健康检查"
• "清理过时的 skill"
• "每周例行审判"

Deep Dive — Progressive Loading / 渐进式加载

For detailed documentation, load specific references on demand. 详细文档，按需加载：

How to Load / 如何加载

# 加载架构参考
skill_view("skills-judgment", file_path="references/architecture.md")

# 加载 fitness 评估指南
skill_view("skills-judgment", file_path="references/fitness-guide.md")

# 加载判决执行指南
skill_view("skills-judgment", file_path="references/verdict-guide.md")

# 加载冲突组分析
skill_view("skills-judgment", file_path="references/conflict-groups.md")

# 加载案例研究
skill_view("skills-judgment", file_path="references/examples.md")

Judgment Workflow / 审判工作流

flowchart LR
    A[User says "开始审判"] --> B[Run scan]
    B --> C[Generate Report]
    C --> D[Show to User]
    D --> E{User approves?}
    E -->|Yes| F[Execute Verdicts]
    E -->|No| G[Status Quo]
    F --> H{Verdict Type}
    H -->|Probation| I[Patch frontmatter]
    H -->|Exile| J[Move to .judgment/exiled/]
    H -->|Graveyard| K[Move to .graveyard/]
    H -->|Delete| L[Permanent deletion]
    I --> M[Graveyard Review]
    J --> M
    K --> M
    M --> N{7-day Review}
    N -->|Original exists| O[Revival possible]
    N -->|Replaced| P[Confirmed death]
    N -->|Orphan| Q[Unresolved]

Verdict Reference / 判决参考

CLI Commands / CLI 命令

# 完整扫描 + 报告生成
hermes tools run scripts/skills_judgment scan

# 扫描 + 输出到 ThirdSpace（供 cron 使用）
hermes tools run scripts/skills_judgment scan --output ~/ThirdSpace/.../report.md

# 列出所有审判分区状态
hermes tools run scripts/skills_judgment list

# 运行 Graveyard 复审
hermes tools run scripts/skills_judgment graveyard

Pitfalls / 陷阱

✅ 应该做 / DO

• 总是先运行 scan 再做审判决定
• 总要等用户明确审批后再执行判决
• 总要在判决报告中记录推理过程
• 总要在 exile 前检查冲突组

❌ 不应该做 / DON'T

• 绝不能不审批就执行判决
• 绝不能删除有 related_skills 指向它的 skill
• 绝不能忽略 probation 中的 skill — 它们有 3 天改善窗口
• 绝不能跳过 Graveyard 复审 — 7 天是故意的反思周期

Verification / 验证

任何审判会话后，验证系统健康：

# 验证各分区正确填充
hermes tools run scripts/skills_judgment list

# 验证扫描结果与实际相符
hermes tools run scripts/skills_judgment scan
# 对比"生态系统概览"数字与预期是否一致

Next Steps / 加载后的下一步

1. 首次使用？ 读取 references/architecture.md 理解系统
2. 分析某个 skill？ 加载 references/fitness-guide.md 查看评分标准
3. 即将执行判决？ 加载 references/verdict-guide.md 了解可逆性
4. 冲突组决策？ 加载 references/conflict-groups.md 查看策略
5. 案例学习？ 加载 references/examples.md 查看真实案例

Built without modifying Hermes source code. All intervention via file movement + frontmatter patching.