Guide teams through structured debugging protocols to identify root causes and verify fixes.
npx skills add https://github.com/liza-mas/liza --skill debugging-liza-mas
Please help me install this Agent Skill. Skill: debugging Source: https://github.com/liza-mas/liza/tree/main/skills/debugging Command: npx skills add https://github.com/liza-mas/liza --skill debugging-liza-mas
Debugging Protocol guides teams to systematically identify root causes and validate fixes, reducing guesswork and regression risk.
Start by reading the Debugging Protocol and selecting the appropriate path for the current bug scenario.
High-intent search queries and answers about installing and using this skill.
Structured debugging reduces guesswork and regression risk by systematically identifying root causes and validating fixes. It guides teams through dual-path triage, reproduction steps, and verification across local development, CI, and production environments.
Root cause analysis for production bugs uses structured debugging protocols to reproduce issues and verify fixes systematically. Teams apply fast-path triage or normal-path analysis, followed by structured escalation to ensure reliable incident resolution.
A structured debugging protocol is needed when ad-hoc investigation risks regressions or fails to ensure reproducibility. It provides systematic bug qualification, dual-path triage, and escalation steps to maintain reliable fixes across local, CI, and production environments.
Yes, the debugging protocol applies to local development, CI, and production environments. It systematically guides root cause identification, reproduction, and regression verification across all these software project environments using dual-path triage.
Start debugging by reading the protocol and selecting the appropriate path for your bug scenario. Use the fast path for rapid triage or the normal path for rigorous analysis, reproduction, and verification to ensure reliable fixes and prevent regressions.
Fast-path triage accelerates initial resolution but lacks the rigorous reproduction and verification depth of normal-path analysis. For complex root cause identification, fast path may require escalation to normal path to prevent regressions and ensure reliable fixes.
cenconq25Convert user descriptions, code samples, or crash logs into structured bug reports.
alleneeeGenerate structured post-mortem reports from debugging sessions.
moonshineTPDiagnose software bugs and performance regressions through a structured feedback loop.
maedmattOrchestrate Railway deployments, logs, status checks, and environment variables via CLI.
