Identify root causes of software failures by collecting symptoms, reading code, and testing hypotheses.
npx skills add https://github.com/huichen/gstack --skill investigate-huichen
Please help me install this Agent Skill. Skill: investigate Source: https://github.com/huichen/gstack/tree/main/investigate Command: npx skills add https://github.com/huichen/gstack --skill investigate-huichen
Systematic root-cause debugging for software failures by collecting symptoms, reading code, and validating hypotheses to fix the real issue.
Describe the bug scenario and reproduce steps to begin root cause investigation.
High-intent search queries and answers about installing and using this skill.
To find the root cause of a software bug, collect symptoms, read repository code, and validate hypotheses against known failure patterns using a structured phase-based investigation workflow.
Debugging an intermittent crash requires reproducing the failure steps, analyzing code patterns to map the bug to known categories, and testing structured hypotheses to isolate the underlying fault.
Systematically debug a 500 error by collecting symptoms, tracing repository history, and applying pattern analysis to validate hypotheses and implement a safe minimal fix with regression tests.
Yes, root-cause debugging requires reproducible steps along with repository access to collect symptoms, validate hypotheses, and accurately trace the code path triggering the software failure.
Yes, pattern analysis maps bugs to known categories across different projects, enabling structured hypothesis testing to identify root causes from intermittent crashes to 500 errors.
If your root cause investigation is not working, ensure you have repository history access and accurate reproduce steps, then use pattern analysis to re-evaluate known failure categories and test new hypotheses.
jonkikyTrace reported issue symptoms to code paths and verify root cause hypotheses.
JackSmack1971Guide structured root-cause debugging through observe, reproduce, hypothesize, test, fix, verify, and prevent phases.
jugrajsinghDiagnose software errors by gathering evidence and testing hypotheses.
dreadnodeCreate custom static analysis analyzers for jxscout to detect project-specific code patterns.
