Diagnose software defects through reproducible experimentation and automated verification tests.
npx skills add https://github.com/richardmbailey/rb-skills --skill rb-diagnose
Please help me install this Agent Skill. Skill: rb-diagnose Source: https://github.com/richardmbailey/rb-skills/tree/main/rb-diagnose Command: npx skills add https://github.com/richardmbailey/rb-skills --skill rb-diagnose
This skill solves the problem of inefficient, reactive debugging by providing a structured, evidence-based framework for investigating bugs, regressions, and flaky tests.
Invoke the rb-diagnose skill to begin a systematic investigation of the current failing test case and document the findings in your working diary.
High-intent search queries and answers about installing and using this skill.
Root-cause analysis for flaky tests requires a systematic framework to isolate specific environment variables and seeds through reproducible experimentation, ensuring a permanent fix rather than a temporary patch. This approach validates fixes using automated regression tests.
Debugging software regressions in complex codebases is best handled through evidence-based hypothesis testing, guiding you from reproducing the failure to identifying the root cause and implementing automated verification tests to prevent recurrence.
Systematic troubleshooting of code defects demands a structured investigation framework that moves from reproducing the failure to root-cause isolation, ensuring every fix is validated by an automated regression test for long-term regression prevention.
A structured debugging framework applies to production system failures by guiding you through rigorous evidence-based hypothesis testing to isolate the exact environment variables causing the issue, ensuring a permanent fix validated by automated tests.
Automated verification tests for software defects are required immediately after identifying and fixing the root cause, serving as regression tests to validate the fix and prevent the recurrence of defects in complex codebases.
cropsggIdentify failure contracts, map data flows, and produce evidence-backed root-cause reports.
frizzle-chanAnalyze test output, plan fixes, and re-run tests until all pass.
gautam-achieveaiWrite bug reports with root cause analysis and regression tests.
StrategicMilkDetect operational anomalies in system metrics using statistical process control.
