/debug-issue
Systematically debug issues using graph-powered code navigation
$ npx -y skills add tirth8205/code-review-graph --skill debug-issue --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/debug-issue
Context preview
The summary Claude sees to decide when to auto-load this skill.
Systematically debug issues using graph-powered code navigation
SKILL.md
debug-issue.SKILL.mdname: debug-issue description: Systematically debug issues using graph-powered code navigation
Debug Issue
Use the knowledge graph to systematically trace and debug issues.
Steps
1. Use `semantic_search_nodes_tool` to find code related to the issue. 2. Use `query_graph_tool` with `callers_of` and `callees_of` to trace call chains. 3. Use `get_flow` to see full execution paths through suspected areas. 4. Run `detect_changes_tool` to check if recent changes caused the issue. 5. Use `get_impact_radius_tool` on 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.
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
Repo: tirth8205/code-review-graph
Other skills on 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.
Open skill - /explore-codebase
Navigate and understand codebase structure using the knowledge graph
Open skill - /refactor-safely
Plan and execute safe refactoring using dependency analysis
Open skill - /review-changes
Perform a structured code review using change detection and impact
Open skill - /review-delta
Review only changes since last commit using impact analysis. Token-efficient delta review with automatic blast-radius detection.
Open skill - /review-pr
Review a PR or branch diff using the knowledge graph for full structural context. Outputs a structured review with blast-radius analysis.
Open skill