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bug-hunter

Identify obvious bugs and logic errors across diverse codebases.

1|Updated Feb 9, 2026
Search Tags:#debugging#review#exploration#bugs#code-analysis#fresh-eyes
One-click install
npx skills add https://github.com/danzam98/claude-skills-toolkit --skill bug-hunter-danzam98
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: bug-hunter
Source: https://github.com/danzam98/claude-skills-toolkit/tree/main/skills/bug-hunter
Command: npx skills add https://github.com/danzam98/claude-skills-toolkit --skill bug-hunter-danzam98

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps engineers quickly identify obvious bugs, logic errors, and inefficiencies by performing a guided, fresh-eyes exploration of a codebase.

Core Features & Use Cases

  • Randomly explore and trace code files and their imports to understand how components interact.
  • Systematically surface and document defects, then propose safe, correct fixes.
  • Use during post-merge reviews, after refactors, or when onboarding to understand unfamiliar code.

Quick Start

Instruct the agent to begin a guided fresh-eyes review of the target project and report the first 5 issues found.

Frequently Asked Questions about bug-hunter

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

FAQPage Schema
How do I find bugs in an unfamiliar codebase?▼

To find bugs in an unfamiliar codebase, you can run a guided fresh-eyes exploration that randomly samples files, traces imports, and documents discovered logic errors with proposed safe fixes.

What is a fresh-eyes code review and when should I use it?▼

A fresh-eyes code review systematically surfaces obvious bugs and inefficiencies by randomly exploring code files and tracing their interactions. Use it during post-merge reviews, after refactors, or when onboarding to unfamiliar code.

Can I use this to trace code flow and understand component interactions?▼

Yes, you can trace code flow and understand component interactions by randomly exploring target files and their imports, which reveals how different parts of the codebase interact with each other.

Does this bug hunting approach work across different programming languages?▼

Yes, this bug hunting approach applies to diverse codebases across languages and sizes, guiding random exploration and flow tracing without being limited to a specific programming language or framework.

How do I systematically document and fix code defects after a refactor?▼

To systematically document and fix code defects after a refactor, the exploration process enforces documentation of findings and proposes safe, incremental patches to correct identified issues.

What's the best way to review a codebase for obvious logic errors?▼

The best way to review a codebase for obvious logic errors is to perform a deterministic, fresh-eyes exploration that randomly samples files, traces execution flow, and documents defects with safe patch proposals.

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