How to install Debug Issue
npx skills add https://github.com/tirth8205/code-review-graph --skill debug issueFull instructions (SKILL.md)
Source of truth, from tirth8205/code-review-graph.
name: Debug Issue description: Systematically debug issues using graph-powered code navigation
Debug Issue
Use the knowledge graph to systematically trace and debug issues.
Steps
- Use
semantic_search_nodes_toolto find code related to the issue. - Use
query_graph_toolwithcallers_ofandcallees_ofto trace call chains. - Use
get_flowto see full execution paths through suspected areas. - Run
detect_changes_toolto check if recent changes caused the issue. - Use
get_impact_radius_toolon 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 and the wider catalog.
build-graph
Build or update the code review knowledge graph. Run this first to initialize, or let hooks keep it updated automatically.
review-delta
Review only changes since last commit using impact analysis. Token-efficient delta review with automatic blast-radius detection.
review-pr
Review a PR or branch diff using the knowledge graph for full structural context. Outputs a structured review with blast-radius analysis.
Explore Codebase
Navigate and understand codebase structure using the knowledge graph
Refactor Safely
Plan and execute safe refactoring using dependency analysis
Review Changes
Perform a structured code review using change detection and impact