{"enrichment":{"faq":[{"a":"Investigate guides you through structured bug diagnosis by starting with hypothesis generation, then moving through code inspection, data flow tracing, and controlled experiments to isolate the root cause. The skill focuses on finding and explaining problems rather than fixing them, helping you understand what went wrong before taking corrective action.","q":"How do I investigate code issues with Investigate?"},{"a":"Investigate escalates to diagnostic logging only when code inspection alone cannot pinpoint the issue. This systematic approach ensures you exhaust direct code analysis first, making your investigation more efficient and targeted before introducing logging overhead.","q":"What does Investigate do when code inspection alone cannot pinpoint the issue?"},{"a":"Yes, Investigate is designed to debug and analyze problems in application behavior. It helps you systematically explore code behavior, trace data flows, and run controlled experiments to understand how your application is failing and why, supporting both runtime and logic error diagnosis.","q":"Can Investigate help me debug and analyze problems in my application?"},{"a":"Investigate helps you find and investigate bugs by walking through hypothesis generation, code inspection, and data flow analysis. Rather than jumping to fixes, it emphasizes understanding the root cause of failures through systematic exploration, making your debugging process more methodical and effective.","q":"How does Investigate help investigate bugs in code?"},{"a":"Investigate addresses runtime errors through structured analysis: generating hypotheses about what went wrong, inspecting relevant code sections, tracing how data flows through your system, and running controlled experiments to confirm your findings. This diagnostic approach isolates root causes before any fixes are attempted.","q":"What is Investigate's approach to troubleshooting runtime errors?"},{"a":"Yes, analyzing root causes of failures is central to Investigate's purpose. The skill moves beyond surface-level symptoms to uncover why failures occur through code inspection, data flow tracing, and systematic experimentation, giving you the understanding needed to address problems at their source.","q":"Does Investigate analyze root causes of failures?"}],"shadow_tags":["troubleshooting","root-cause-analysis","diagnostic-tool","error-detection","code-analysis","problem-solving","debugging-workflow","issue-identification","runtime-inspection"],"summary_rewrite":"Investigate walks you through structured bug diagnosis, starting with hypothesis generation and moving through code inspection, data flow tracing, and controlled experiments to isolate the root cause. It focuses on finding and explaining problems rather than fixing them, and escalates to diagnostic logging only when code inspection alone cannot pinpoint the issue."},"gist":{"api_url":"https://skillfed.io/api/skills/dcouple/Pane/investigate.json","as_of":"2026-07-23","description":"Investigate helps you diagnose code issues through hypothesis-driven root cause analysis. npx skillfed install dcouple/Pane/investigate","install":{"manual":["git clone https://github.com/dcouple/Pane","cp -r Pane ~/.claude/skills/investigate"],"primary":"npx skillfed install dcouple/Pane/investigate","version":"e5d5254a"},"kind":"skill","mirror_url":"https://skillfed.io/dcouple/Pane/investigate.md","similar":[{"id":"tobihagemann/turbo/investigate","name":"investigate","publisher":"tobihagemann/turbo","url":"https://skillfed.io/tobihagemann/turbo/investigate"},{"id":"Mathews-Tom/armory/debug-investigator","name":"debug-investigator","publisher":"Mathews-Tom/armory","url":"https://skillfed.io/Mathews-Tom/armory/debug-investigator"},{"id":"catlog22/Claude-Code-Workflow/investigate","name":"investigate","publisher":"catlog22/Claude-Code-Workflow","url":"https://skillfed.io/catlog22/Claude-Code-Workflow/investigate"},{"id":"NousResearch/hermes-agent/systematic-debugging","name":"systematic-debugging","publisher":"NousResearch/hermes-agent","url":"https://skillfed.io/NousResearch/hermes-agent/systematic-debugging"}],"title":"Investigate by dcouple: Analyze root causes of failures \u2014 SkillFed","use":{"when":["Investigate escalates to diagnostic logging only when code inspection alone cannot pinpoint the issue.","Yes, Investigate is designed to debug and analyze problems in application behavior."]},"what":{"lead":"Investigate helps you diagnose code issues through hypothesis-driven root cause analysis.","rest":"Investigate walks you through structured bug diagnosis, starting with hypothesis generation and moving through code inspection, data flow tracing, and controlled experiments to isolate the root cause. It focuses on finding and explaining problems rather than fixing them, and escalates to diagnostic logging only when code inspection alone cannot pinpoint the issue."}},"id":"dcouple/Pane/investigate","install":{"mode":"external","repo":"https://github.com/dcouple/Pane"},"links":{"html":"https://skillfed.io/dcouple/Pane/investigate","md":"https://skillfed.io/dcouple/Pane/investigate.md","repo":"https://github.com/dcouple/Pane"},"meta":{"agents_supported":["claude-code","codex"],"first_seen":"2026-07-28","forks":193,"language":"TypeScript","last_updated":"2026-07-23","license":"NOASSERTION","name":"Investigate","publisher":"dcouple","stars":332},"relations":{"categories":["debugging","code-analysis","devops"],"similar":[{"id":"tobihagemann/turbo/investigate"},{"id":"Mathews-Tom/armory/debug-investigator"},{"id":"ctsstc/get-shit-done-skills/debugger"},{"id":"catlog22/Claude-Code-Workflow/investigate"},{"id":"akillness/jeo-skills/diagnose"},{"id":"shiwenwen/hope-agent/ha-debug"},{"id":"NousResearch/hermes-agent/systematic-debugging"},{"id":"FlorianBruniaux/claude-code-ultimate-guide/investigate"},{"id":"rsmdt/the-startup/debug"},{"id":"danielmiessler/LifeOS/Science"}]},"slug":{"owner":"dcouple","repo":"Pane","skill":"investigate"},"version":"e5d5254a"}