Debug Issue
Installation
SKILL.md
Debug Issue
Use the knowledge graph to systematically trace and debug issues.
Steps
- Use
semantic_search_nodesto find code related to the issue. - Use
query_graphwithcallers_ofandcallees_ofto trace call chains. - Use
get_flowto see full execution paths through suspected areas. - Run
detect_changesto check if recent changes caused the issue. - Use
get_impact_radiuson suspected files to see what else is affected.
Tips
- Check both callers and callees to understand the full context.
- Look at affected flows to find the entry point that triggers the bug.
- Recent changes are the most common source of new issues.
Token Efficiency Rules
- ALWAYS start with
get_minimal_context(task="<your task>")before any other graph tool. - Use
detail_level="minimal"on all calls. Only escalate to "standard" when minimal is insufficient. - Target: complete any review/debug/refactor task in ≤5 tool calls and ≤800 total output tokens.
Related skills
More from tirth8205/code-review-graph
build-graph
Build or update the code review knowledge graph. Run this first to initialize, or let hooks keep it updated automatically.
205review-delta
Review only changes since last commit using impact analysis. Token-efficient delta review with automatic blast-radius detection.
187review-pr
Review a PR or branch diff using the knowledge graph for full structural context. Outputs a structured review with blast-radius analysis.
181explore codebase
Navigate and understand codebase structure using the knowledge graph
116review changes
Perform a structured code review using change detection and impact
114refactor safely
Plan and execute safe refactoring using dependency analysis
113