绩效系统的技术重构：用工程思维解决公平性与效率难题

graph TD  
    A[绩效系统技术债] --> B[评分公平性]  
    A --> C[数据整合]  
    A --> D[流程效率]  
    B --> B1(“案例：销售精英因黑盒评分离职”)  
    C --> C1(“手动合并40份Excel引发数据灾难”)  
    D --> D1(“校准会沦为人肉排序马拉松”)  

# 示例：量化“团队协作”的规则引擎  
def evaluate_collaboration(employee):  
    score = 0  
    # 从Jira提取跨部门协作记录  
    cross_tickets = JiraAPI.get_tickets(assignee=employee, label="cross-team")  
    if len(cross_tickets) > 5:  
        score += 2  
    # 从GitHub分析文档贡献  
    if GitHubAPI.get_doc_commits(employee) > 10:  
        score += 3  
    # 从360反馈系统获取同事评分  
    feedback_avg = FeedbackSystem.get_avg(employee, "collaboration")  
    return score * 0.6 + feedback_avg * 0.4  

flowchart LR  
    A[CRM] -- 销售数据 --> E[(绩效数据湖)]  
    B[Jira] -- 任务记录 --> E  
    C[GitHub] -- 代码贡献 --> E  
    D[OA] -- 360反馈 --> E  
    E --> F[统一分析层] --> G[公平评分]  

# 基于GitOps的绩效流程声明  
stages:  
  - name: 目标设定  
    trigger: "cron(0 0 1 1 *)"  # 每年1月1日  
    actions:  
      - type: "notify"  
        channel: "slack#engineering"  
      - type: "lock"  
        deadline: "+7d"  
  - name: 校准会议  
    trigger: "manual"  
    pre_check: "ensure all_scores_submitted"  
    actions:  
      - type: "generate_report"  
        template: "calibration_matrix.md"  

-- 基于RBAC的数据权限模型  
GRANT SELECT ON performance_data   
TO role_employee  
WHERE employee_id = CURRENT_USER();  

GRANT SELECT ON calibration_matrix  
TO role_manager  
WHERE department_id IN (  
    SELECT managed_dept FROM managers WHERE user_id = CURRENT_USER()  
);  

// 记录评分变更历史  
class PerformanceScore {  
  constructor() {  
    this._history = [];  
  }  

  set score(newVal) {  
    this._history.push({  
      timestamp: new Date(),  
      user: getCurrentUser(),  
      from: this._currentScore,  
      to: newVal  
    });  
    this._currentScore = newVal;  
  }  
}  

// 绩效事件订阅示例（Spring Boot）  
@EventListener  
public void handleCodeQualityEvent(CodeCommitEvent event) {  
    if (event.getSonarScore() > 90) {  
        performanceService.addEvidence(  
            event.getDeveloper(),   
            "code_quality",   
            "High-quality commit: " + event.getCommitId()  
        );  
        slackService.sendKudos(event.getDeveloper()); // 自动发送赞赏  
    }  
}  

pie  
    title 团队技能图谱  
    “K8s” ： 35  
    “React” ： 28  
    “Rust” ： 15  
    “MLOps” ： 22