debugger-detective

Trace AST call chains to locate root causes of code defects.

278|29|Updated Nov 4, 2025
One-click install
npx skills add https://github.com/MadAppGang/claude-code --skill debugger-detective
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: debugger-detective
Source: https://github.com/MadAppGang/claude-code/tree/main/plugins/code-analysis/skills/debugger-detective
Command: npx skills add https://github.com/MadAppGang/claude-code --skill debugger-detective

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill targets debugging and incident response using AST call chain tracing and blast-radius impact analysis to find root causes.

Core Features & Use Cases

  • Context: full call chain for root cause analysis
  • Trace Backwards: identify sources via callers
  • Trace Forward: see downstream effects via callees
  • Blast Radius: assess impact of changes

Quick Start

claudemem --nologo symbol authenticate --raw; claudemem --nologo context authenticate --raw

Frequently Asked Questions about debugger-detective

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I trace the root cause of a bug using call chains?

Root-cause debugging with call chains involves analyzing AST call chains to identify where errors originate. This Skill traces backwards through callers to find the source of defects and forward through callees to assess downstream impact, enabling you to locate and fix the exact point of failure.

What is AST-based call chain analysis and when should I use it?

AST-based call chain analysis structurally examines your codebase's call graph to map function relationships without grep or glob patterns. Use it for incident response, tracing error origins, analyzing state mutations, and understanding how changes ripple through your code.

How do I assess the blast radius of a code change?

Blast-radius impact analysis traces all functions that depend on a changed symbol, showing which parts of your codebase are affected. This Skill reports the complete impact chain so you can predict downstream consequences before deploying fixes.

Can I use AST call chain analysis without external grep or find tools?

Yes. This Skill enforces structural analysis only, requiring no grep, find, or glob commands. It works directly with AST symbol definitions, callers, and callees to ensure complete, accurate context without filesystem pattern matching.

What output does root-cause analysis provide?

Full-context output includes symbol definitions, complete caller chains tracing backwards to sources, complete callee chains showing forward dependencies, and impact assessment data. This comprehensive output guides you to the exact fix location and its scope.