Bug Identification

by SnailSploit

Bug Identification is a Quality skill for Claude Code, published by SnailSploit in Claude-Red.

2.9K stars479 forkson SnailSploit/Claude-RedAdded 2026/08/17+1% in starsRepository updated 2026/05/08

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Install in seconds

Install Bug Identification

Copy Bug Identification 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/SnailSploit/Claude-Red/tree/main/Skills/fuzzing/offensive-bug-identification ~/.claude/skills/offensive-bug-identification

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

Without Node.js

git clone https://github.com/SnailSploit/Claude-Red.git

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

In this catalog

Source file: Skills/fuzzing/offensive-bug-identification/SKILL.md in SnailSploit/Claude-Red
Installs to: ~/.claude/skills/offensive-bug-identification
Collection: One of 25 skills cataloged from this repository
Category: Quality — 1354 skills

What Bug Identification does

Bug Identification provides a systematic methodology for discovering software vulnerabilities through static analysis, dynamic analysis, fuzzing, and AI-assisted techniques. Use it for code audits, bug bounty triage, or building vulnerability identification pipelines.

Bug Identification is cataloged under Quality on DirSkills. Bug Identification comes from a repository tagged claude-ai, claude-pt, claude-skills, redteam and redteam-tools.

Documentation

README

Excerpt

SKILL: Bug Identification

Metadata

Skill Name: bug-identification
Folder: offensive-bug-identification
Source: https://github.com/SnailSploit/offensive-checklist/blob/main/bug-identification.md

Description

Systematic bug identification methodology: source code review patterns, black-box testing strategies, taint analysis, dangerous function hunting, data flow tracing, and automated scanning setup. Use for code audits, bug bounty triage, or building vulnerability identification pipelines.

Trigger Phrases

Use this skill when the conversation involves any of: bug identification, code review, taint analysis, dangerous functions, data flow, source audit, black box, vulnerability identification, static analysis, code audit, bug hunting

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

Frequently asked about Bug Identification

What else does SnailSploit publish alongside Bug Identification?
Bug Identification is one of 25 skills that DirSkills catalogs from SnailSploit/Claude-Red, the repository it ships in. Its siblings there include AI Pentest, Advanced Red Team Ops and Basic Exploitation. Each one is a separate skill with its own page in this directory, installs the same way Bug Identification does, and is maintained by SnailSploit in that same repository. The rest of the collection is listed on the SnailSploit/Claude-Red page.
How does Bug Identification compare to other Quality skills?
Bug Identification ranks #455 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 Bug Identification against them. Open each page to compare what they document and how they install.