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QualityPython

Debug Issue

by tirth8205

Debug Issue is a Quality skill for Claude Code, published by tirth8205 in code-review-graph.

30K stars2.8K forkson tirth8205/code-review-graphAdded 2026/08/14Repository updated 2026/08/02
ai-codingclaudeclaude-codecode-reviewgraphragincrementalknowledge-graphllmmcppythonstatic-analysistree-sitter
Install in seconds
Install Debug Issue
Copy Debug Issue into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/tirth8205/code-review-graph/tree/main/skills/debug-issue ~/.claude/skills/debug-issue

Requires Node.js. Downloads this skill only β€” not the rest of the repository β€” into your Claude Code skills folder.

Without Node.js

git clone https://github.com/tirth8205/code-review-graph.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/debug-issue/SKILL.md in tirth8205/code-review-graph
Installs to
~/.claude/skills/debug-issue
Collection
One of 7 skills cataloged from this repository
Category
Quality β€” 1354 skills

What Debug Issue does

Debug Issue traces bugs through a code knowledge graph so developers can isolate root causes faster. Use it when investigating regressions, analyzing call paths, or checking recent changes.

Debug Issue is cataloged under Quality on DirSkills. Debug Issue comes from a repository tagged ai-coding, claude, claude-code, code-review and graphrag.

Documentation

README

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.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Debug Issue

  • What else does tirth8205 publish alongside Debug Issue?

    Debug Issue is one of 7 skills that DirSkills catalogs from tirth8205/code-review-graph, the repository it ships in. Its siblings there include Build Graph, Explore Codebase and Refactor Safely. Each one is a separate skill with its own page in this directory, installs the same way Debug Issue does, and is maintained by tirth8205 in that same repository. The rest of the collection is listed on the tirth8205/code-review-graph page.

  • How does Debug Issue compare to other Quality skills?

    Debug Issue ranks #96 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Debug Issue against them. Open each page to compare what they document and how they install.

More from tirth8205/code-review-graph

Debug Issue is one of 7 skills cataloged on DirSkills from tirth8205/code-review-graph.

See all 7 skills β†’
πŸ•ΈοΈ
2w ago

Build Graph

Build Graph initializes or incrementally updates a persistent code review knowledge graph for a repository via MCP tools. Use it for first-time setup, after major refactoring, or when the graph is stale; hooks normally keep it updated automatically.
Quality
30K2.8K
πŸ”Ž
2w ago

Explore Codebase

Explore Codebase uses knowledge graph tools to navigate and understand codebase structure, trace relationships, and find execution paths. Use it for code review, debugging, and refactoring with minimal context.
Quality
30K2.8K
πŸ”§
2w ago

Refactor Safely

Refactor Safely plans and executes code refactoring using dependency analysis from a knowledge graph. It helps developers safely rename symbols, remove dead code, and verify refactoring impact before and after applying changes.
Quality
30K2.8K
πŸ”
2w ago

Review Changes

Review Changes performs a structured, risk-aware code review using change detection and impact analysis from a knowledge graph. It identifies risk levels, affected execution paths, test coverage gaps, and provides a merge recommendation.
Quality
30K2.8K
πŸ”
2w ago

Review Delta

Review Delta reviews only changes since the last commit using graph impact analysis, automatically detecting blast radius. Use it for token-efficient code review when you need to focus on changed code and its affected dependents.
Quality
30K2.8K
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2w ago

Review PR

Review PR performs a comprehensive code review of a pull request or branch diff using a knowledge graph for structural context and blast-radius impact analysis. Use it to assess risk, check test coverage, and produce a structured file-by-file review.
Quality
30K2.8K