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bug-predictor

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Original

English
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Translation

Chinese

Bug Predictor

Bug预测工具

This skill uses historical data to prevent bugs from being created in the first place.
该Skill利用历史数据从源头上预防bug的产生。

Capabilities

功能特性

1. Hotspot Identification

1. 高发区域识别

  • Analyzes "Churn" (frequently changed files) and "Complexity" to identify files most likely to contain bugs.
  • Correlates new changes with past outage patterns.
  • 分析“Churn（频繁变更的文件）”和“代码复杂度”，识别最可能存在bug的文件。
  • 将新代码变更与历史故障模式进行关联分析。

2. Preventive Warning

2. 预防性预警

  • Issues a "High Risk" warning during 
    local-reviewer
    or 
    pr-architect
    execution if a change matches a known defect-prone pattern.
  • 当代码变更匹配已知的易缺陷模式时，会在
    local-reviewer
    或
    pr-architect
    执行过程中发出“高风险”预警。

Usage

使用场景

  • "Analyze our recent commits and identify the top 5 bug hotspots."
  • "Does this new PR touch any code that has historically caused production outages?"
  • “分析我们最近的提交记录，找出前5个bug高发区域。”
  • “这个新PR是否涉及任何曾导致生产环境故障的代码？”

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，优先处理特定保密信息，同时确保不会泄露到公开输出中。