Enforces root-cause-first debugging across multi-component systems with four required phases.
npx skills add https://github.com/CasaPerks/casaflow --skill debug-casaperks
Please help me install this Agent Skill. Skill: debug Source: https://github.com/CasaPerks/casaflow/tree/main/core/skills/debug Command: npx skills add https://github.com/CasaPerks/casaflow --skill debug-casaperks
This Skill prevents guess-and-check debugging by forcing a disciplined root-cause investigation before any implementation changes.
Use the debug skill for this task: Investigate the failing test, identify the root cause using the four phases, then propose a single-root-cause fix with a failing test and a verification plan.
High-intent search queries and answers about installing and using this skill.
To find the root cause of a test failure, complete root cause investigation, pattern analysis, hypothesis testing, and implementation with failing tests. This disciplined approach prevents guess-and-check fixes that cause regressions.
The best way to debug CI build failures is to reproduce the failure, instrument boundaries across multi-component systems to pinpoint the failing component, test a minimal hypothesis, and validate the fix with failing tests and a verification plan.
Stop guess-and-check debugging by enforcing a root-cause-first approach that requires evidence gathering and pattern analysis before implementation. You must identify the exact failure point before proposing any fixes to avoid thrashing.
Yes, root cause analysis applies to integration problems across multi-component systems. You instrument boundaries such as API to service to database to pinpoint where failures occur before testing a minimal hypothesis and implementing a single fix.
Debugging causes regressions and thrashing when you apply symptom-focused fixes without identifying the root cause first. Enforcing investigation, pattern analysis, and hypothesis testing with minimal changes before implementation prevents these regressions.
pproencaTrace data flow and verify root causes before implementing software fixes.
51hhhTrace bugs and test failures to their root cause before proposing fixes.
mikeyobrienDiagnose root causes of software failures across distributed systems.
kynopticAnalyze stack traces and error logs to identify root causes and propose fixes.
