business-impact-analyzer

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Original

English
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Translation

Chinese

Business Impact Analyzer

业务影响分析器

This skill connects the machine room to the boardroom by quantifying technical work in business terms.
该Skill通过用业务术语量化技术工作,打通了技术部门与管理层之间的沟通桥梁。

Capabilities

功能特性

1. ROI Modeling

1. 投资回报率(ROI)建模

  • Correlates DORA metrics (Deployment Frequency, Lead Time) with business agility and cost savings.
  • Estimates the "Cost of Inaction" for critical technical debt.
  • 将DORA指标(部署频率、交付周期)与业务敏捷性和成本节约关联起来。
  • 估算关键技术债务的‘不作为成本’。

2. Executive Insight

2. 管理层洞察

  • Generates "Business Impact Reports" that explain how technical improvements (e.g., refactoring, better testing) directly affect revenue, churn, or operating margins.
  • 生成‘业务影响报告’,说明技术改进(如重构、优化测试)如何直接影响收入、客户流失率或运营利润率。

Usage

使用示例

  • "Analyze our recent performance improvements and estimate the impact on infrastructure costs and user retention."
  • "Translate our technical debt reduction plan into a business value proposition for the CEO."
  • ‘分析我们近期的性能改进,并估算其对基础设施成本和用户留存的影响。’
  • ‘将我们的技术债务削减计划转化为面向CEO的业务价值主张。’

Knowledge Protocol

知识协议

  • This skill adheres to the
    knowledge/orchestration/knowledge-protocol.md
    . It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.
  • 该Skill遵循
    knowledge/orchestration/knowledge-protocol.md
    协议,自动整合公开、保密(公司/客户)和个人三个知识层级,优先使用最具体的保密信息,同时确保不会泄露到公开输出内容中。