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Systematically debug issues using graph-powered code navigation
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Based on SOC occupation classification
Navigate and understand codebase structure using the knowledge graph
Plan and execute safe refactoring using dependency analysis
Perform a structured code review using change detection and impact
Automatically add PostHog analytics instrumentation to code. Triggers when user asks to add tracking, instrument events, add analytics, or implement feature flags in their codebase.
nuqs (type-safe URL query state) best practices for Next.js applications. This skill should be used when writing, reviewing, or refactoring code that uses nuqs for URL state management. Triggers on tasks involving useQueryState, useQueryStates, search params, URL state, query parameters, nuqs parsers, or Next.js routing with state.
| name | Debug Issue |
| description | Systematically debug issues using graph-powered code navigation |
Use the knowledge graph to systematically trace and debug issues.
semantic_search_nodes to find code related to the issue.query_graph with callers_of and callees_of to trace call chains.get_flow to see full execution paths through suspected areas.detect_changes to check if recent changes caused the issue.get_impact_radius on suspected files to see what else is affected.get_minimal_context(task="<your task>") before any other graph tool.detail_level="minimal" on all calls. Only escalate to "standard" when minimal is insufficient.