Debug software issues by analyzing monitoring data, logs, and version history.
npx skills add https://github.com/Saturate/agents --skill debugging-saturate
Please help me install this Agent Skill. Skill: debugging Source: https://github.com/Saturate/agents/tree/main/skills/debugging Command: npx skills add https://github.com/Saturate/agents --skill debugging-saturate
Stops guessing by driving debugging with evidence gathered from monitoring, logs, and context, reducing wasted time on incorrect hypotheses.
Follow the evidence-based debugging workflow to read errors, verify monitoring data, gather context, localize the issue, and validate fixes.
High-intent search queries and answers about installing and using this skill.
Evidence-driven debugging finds root causes by checking monitoring data and logs to validate stepwise hypotheses, stopping guesswork and reducing wasted time on incorrect theories during software troubleshooting.
Troubleshoot software errors by reading logs, verifying APM monitoring data, gathering context, localizing the issue to a specific layer, and validating fixes with regression checks.
Stop debugging loops by recording hypotheses and attempts throughout your investigation, ensuring you track stepwise progress and avoid repeatedly testing incorrect root-cause theories.
Localizing an issue to a specific system layer requires access to monitoring data, application logs, and version history to gather enough context for accurate root-cause identification.
Yes, this troubleshooting workflow applies across error investigation, finding root causes, and diagnosing issues in software systems, provided you can access monitoring data and logs.
Validate bug fixes and prevent regressions by enforcing regression checks after localizing the issue, ensuring your evidence-driven hypothesis resolution remains stable across the system.
ShaheerKhawajaCoordinates hypothesis-driven debugging workflows to reproduce, test, and validate software fixes.
HerxinsasaDiagnose software bugs and performance regressions through a structured 6-phase loop.
nikhillinitDetect and prioritize technical debt with configurable thresholds and SQALE metrics.
weirdgmeInstrument distributed systems with OpenTelemetry and correlate logs, metrics, and traces.
