Menu
Systematically debug issues using graph-powered code navigation
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| 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_tool to find code related to the issue.query_graph_tool with callers_of and callees_of to trace call chains.get_flow to see full execution paths through suspected areas.detect_changes_tool to check if recent changes caused the issue.get_impact_radius_tool 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.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
Build or update the code review knowledge graph. Run this first to initialize, or let hooks keep it updated automatically.
Review only changes since last commit using impact analysis. Token-efficient delta review with automatic blast-radius detection.
Review a PR or branch diff using the knowledge graph for full structural context. Outputs a structured review with blast-radius analysis.