Enforce evidence-based root cause analysis with a structured 7-step workflow.
npx skills add https://github.com/s0613/S-skills --skill sj-investigate
Please help me install this Agent Skill. Skill: sj-investigate Source: https://github.com/s0613/S-skills/tree/main/skills/sj-investigate Command: npx skills add https://github.com/s0613/S-skills --skill sj-investigate
This skill eliminates the common pitfall of developers making quick, speculative fixes that only mask bug symptoms instead of addressing the actual root cause, which leads to recurring issues and wasted development time.
Use the sj-investigate skill to trace the root cause of the unexpected payment processing failure reported by users this morning.
High-intent search queries and answers about installing and using this skill.
Root cause debugging requires a structured 7-step workflow that enforces evidence-based hypothesis validation. It traces full data flow and demands concrete proof to confirm potential causes before any code modifications are allowed.
Evidence-based hypothesis validation is a debugging guardrail requiring concrete proof to confirm or refute potential causes before implementing fixes. It prevents unproven code changes that mask bug symptoms and lead to recurring issues.
Tracing error data flow involves systematically collecting data, validating hypotheses against concrete evidence, and confirming the exact root issue. This structured investigation prevents risky unproven changes during production bug resolution.
Systematic debugging applies to all software debugging scenarios including web, backend, and full-stack applications. It enforces a standardized process from problem intake and data collection to root cause confirmation and fix planning.
Documenting bug investigation patterns involves automatically logging root causes and analysis steps to a shared log. This knowledge accumulation enables faster resolution of similar bugs in future debugging sessions.
AirMileDiagnose runtime errors and build failures through a 9-phase debugging workflow.
bostonaholicReproduce, isolate, fix, and verify software defects using test-driven methodology.
nelohenriqGuide a four-phase investigation to identify root causes of bugs.
gofhirAnalyze Go source code with golangci-lint and go vet for bugs and race conditions.
