{"enrichment":{"faq":[{"a":"Root Cause Tracing teaches you to work backward from where an error appears to discover what actually caused it. Rather than patching the symptom, you'll follow the call chain upward, add instrumentation when needed, and identify the source trigger. The skill includes real examples and defense-in-depth strategies to prevent the bug from recurring.","q":"What is Root Cause Tracing and how does it help debugging?"},{"a":"Root Cause Tracing guides you through following error chains to their origin. Start by examining where the error manifests, then work backward through the call stack and logs. Add instrumentation at key points to narrow down the flow, and trace each layer until you reach the root trigger\u2014the actual cause rather than its downstream effects.","q":"How do I trace errors back to their source using Root Cause Tracing?"},{"a":"Root Cause Tracing goes beyond quick fixes. Instead of patching the visible symptom, the skill teaches you to identify the underlying source of the bug. This approach prevents the same issue from recurring elsewhere and builds a deeper understanding of your system's failure modes.","q":"What's the difference between Root Cause Tracing and just fixing the error?"},{"a":"Yes. Root Cause Tracing includes techniques for analyzing failure logs to find underlying issues. By examining log chains and error sequences, you learn to distinguish between symptoms and root causes, then trace back through the evidence to pinpoint where the problem originated.","q":"Can Root Cause Tracing help me analyze failure logs?"},{"a":"Root Cause Tracing teaches you systematic methods to answer that question. Follow the error's call chain upward, examine related logs and state changes, and add targeted instrumentation to expose the actual trigger. The skill's defense-in-depth strategies also help you prevent similar errors from occurring in the future.","q":"Where did this error come from and how do I find out?"}],"shadow_tags":["error-diagnosis","failure-analysis","source-identification","debugging-workflow","problem-tracing","issue-resolution","stack-investigation","fault-localization"],"summary_rewrite":"Root Cause Tracing teaches you to work backward from where an error appears to discover what actually caused it. Rather than patching the symptom, you'll follow the call chain upward, add instrumentation when needed, and identify the source trigger. The skill includes real examples and defense-in-depth strategies to prevent the bug from recurring."},"gist":{"api_url":"https://skillfed.io/api/skills/mrgoonie/claudekit-skills/root-cause-tracing.json","as_of":"2026-04-03","description":"Root Cause Tracing helps you trace errors backward through the call stack to find and fix the original.","install":{"manual":["git clone https://github.com/mrgoonie/claudekit-skills","cp -r claudekit-skills ~/.claude/skills/root-cause-tracing"],"primary":"npx skillfed install mrgoonie/claudekit-skills/root-cause-tracing","version":"98421896"},"kind":"skill","mirror_url":"https://skillfed.io/mrgoonie/claudekit-skills/root-cause-tracing.md","similar":[{"id":"PracticalSwan/agent-skills/root-cause-tracing","name":"root-cause-tracing","publisher":"PracticalSwan/agent-skills","url":"https://skillfed.io/PracticalSwan/agent-skills/root-cause-tracing"},{"id":"secondsky/claude-skills/root-cause-tracing","name":"root-cause-tracing","publisher":"secondsky/claude-skills","url":"https://skillfed.io/secondsky/claude-skills/root-cause-tracing"}],"title":"Root Cause Tracing by mrgoonie: Trace an error or failure back to its root cause \u2014 SkillFed","use":{"when":["Root Cause Tracing guides you through following error chains to their origin.","Root Cause Tracing goes beyond quick fixes."]},"what":{"lead":"Root Cause Tracing helps you trace errors backward through the call stack to find and fix the original trigger, not just the symptom.","rest":"Root Cause Tracing teaches you to work backward from where an error appears to discover what actually caused it. Rather than patching the symptom, you'll follow the call chain upward, add instrumentation when needed, and identify the source trigger. The skill includes real examples and defense-in-depth strategies to prevent the bug from recurring."}},"id":"mrgoonie/claudekit-skills/root-cause-tracing","install":{"mode":"external","repo":"https://github.com/mrgoonie/claudekit-skills"},"links":{"html":"https://skillfed.io/mrgoonie/claudekit-skills/root-cause-tracing","md":"https://skillfed.io/mrgoonie/claudekit-skills/root-cause-tracing.md","repo":"https://github.com/mrgoonie/claudekit-skills"},"meta":{"agents_supported":["claude-code"],"first_seen":"2026-07-28","forks":421,"language":"Python","last_updated":"2026-04-03","license":null,"name":"Root Cause Tracing","publisher":"mrgoonie","stars":2186},"relations":{"categories":["debugging","devops","software-engineering"],"similar":[{"id":"obra/superpowers-skills/root-cause-tracing"},{"id":"NeoLabHQ/context-engineering-kit/root-cause-tracing"},{"id":"NickCrew/Claude-Cortex/root-cause-tracing"},{"id":"PracticalSwan/agent-skills/root-cause-tracing"},{"id":"secondsky/claude-skills/root-cause-tracing"},{"id":"bobmatnyc/claude-mpm-skills/root-cause-tracing"},{"id":"obra/superpowers-skills/defense-in-depth"},{"id":"NickCrew/Claude-Cortex/defense-in-depth"},{"id":"mrgoonie/claudekit-skills/defense-in-depth"},{"id":"secondsky/claude-skills/defense-in-depth-validation"}]},"slug":{"owner":"mrgoonie","repo":"claudekit-skills","skill":"root-cause-tracing"},"version":"98421896"}