bug-detective

Diagnose and triage bugs by parsing JS and Python stack traces into structured investigation steps.

Updated Aug 23, 2026

Search Tags:#automation #debugging #troubleshooting #frontend #backend #stack-trace

Ready to run

npx skills add https://github.com/LPDigital-Agent/galderma-demo-trackwise --skill bug-detective-lpdigital-agent

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: bug-detective
Source: https://github.com/LPDigital-Agent/galderma-demo-trackwise/tree/main/.claude/skills/bug-detective
Command: npx skills add https://github.com/LPDigital-Agent/galderma-demo-trackwise --skill bug-detective-lpdigital-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Debugging across frontend, backend, and infrastructure can be time-consuming and chaotic. Bug Detective consolidates errors, traces, and repro steps into a structured guide to triage effectively.

Core Features & Use Cases

End-to-end debugging across React/TypeScript frontend, FastAPI backend, and AWS infrastructure.
Automatically classifies errors using a catalog of known patterns and provides actionable fixes.
Generates investigation steps, recommended commands, and follow-up checks for rapid resolution.

Quick Start

To begin, paste the full error message or stack trace and a brief reproduction scenario, then ask Bug Detective to triage the issue.

Frequently Asked Questions about bug-detective

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

FAQPage Schema

How do I debug a full-stack error across a React frontend and FastAPI backend?▼

Full-stack debugging consolidates error messages and stack traces from both layers into a structured triage guide. It parses JS and Python traces, maps them to known error patterns, and delivers actionable investigation steps and fix suggestions.

What is the best way to triage an AWS deployment stack trace?▼

Triage an AWS deployment stack trace by consolidating Terraform workflow errors and logs into a structured investigation guide. It automatically classifies known error patterns and provides recommended commands and follow-up checks for rapid resolution.

Can I use this to troubleshoot TypeScript stack traces in my frontend?▼

Yes, you can troubleshoot TypeScript stack traces by pasting the full error message and a brief reproduction scenario. It parses JS stack traces, classifies them against a catalog of known patterns, and generates structured fix suggestions.

Does this debugging tool require any specific dependencies or components?▼

No dependencies or components are required to start debugging. You simply paste the full error message or stack trace and a brief reproduction scenario to receive structured investigation steps and recommended fixes.

Why should I consolidate repro steps and logs instead of debugging frontend and backend separately?▼

Consolidating repro steps and logs prevents chaotic, time-consuming debugging across infrastructure layers. It maps errors from React, FastAPI, and AWS to known patterns simultaneously, delivering a unified triage guide for rapid resolution.