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/vulnhunter

Security vulnerability detection and variant analysis skill. Use when hunting for dangerous APIs, footgun patterns, error-prone configurations, and vulnerability variants across codebases. Combines sharp edges detection with variant hunting methodology.

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Claude Code

$ npx -y skills add sendaifun/skills --skill vulnhunter --agent claude-code

SKILL.md

vulnhunter.SKILL.md
name: vulnhunter
description: Security vulnerability detection and variant analysis skill. Use when hunting for dangerous APIs, footgun patterns, error-prone configurations, and vulnerability variants across codebases. Combines sharp edges detection with variant hunting methodology.

VulnHunter - Security Vulnerability Detection & Analysis

A comprehensive security audit skill for identifying dangerous APIs, footgun patterns, error-prone configurations, and hunting for vulnerability variants across codebases. Inspired by Trail of Bits' sharp-edges and variant-analysis methodologies.

Overview

VulnHunter combines two powerful security analysis techniques: 1. **Sharp Edges Detection** - Identify error-prone APIs, dangerous defaults, and footgun designs 2. **Variant Analysis** - Find similar vulnerabilities across codebases using pattern-based analysis

When to Use VulnHunter

**Activate this skill when:**

  • Conducting security code reviews or audits
  • Reviewing third-party dependencies for dangerous patterns
  • Hunting for variants of known vulnerabilities
  • Assessing API design for security footguns
  • Pre-audit reconnaissance of unfamiliar codebases

Sharp Edges Detection

Categories of Sharp Edges

1. Dangerous Default Configurations

Look for configurations that are insecure by default:

- CORS: Access-Control-Allow-Origin: *
- Debug modes enabled in production
- Default credentials or API keys
- Permissive file permissions (777, 666)
- SSL/TLS verification disabled
- Insecure deserialization settings

2. Error-Prone APIs

**Memory Safety:**

// Dangerous: No bounds checking
strcpy(), strcat(), sprintf(), gets()
memcpy() without size validation

// Safer alternatives
strncpy(), strncat(), snprintf(), fgets()
memcpy_s() with explicit size

**Cryptography Footguns:**

- ECB mode encryption
- MD5/SHA1 for security purposes
- Hardcoded IVs or salts
- Custom crypto implementations
- Random without CSPRNG (Math.random for tokens)

**Concurrency Issues:**

- Race conditions in file operations
- Time-of-check to time-of-use (TOCTOU)
- Double-checked locking anti-patterns
- Non-atomic increment/decrement operations

3. Language-Specific Footguns

**JavaScript/TypeScript:**

// Dangerous patterns
eval(), new Function(), setTimeout(string)
innerHTML, outerHTML, document.write()
Object.assign() for deep clone (shallow only!)
== instead of === (type coercion)

**Python:**

# Dangerous patterns
pickle.loads(untrusted)  # RCE vector
yaml.load(untrusted)     # Use safe_load
exec(), eval()
os.system(), subprocess with shell=True

**Rust:**

// Patterns requiring extra scrutiny
unsafe { }
.unwrap() in production code
mem::transmute()
raw pointer dereference

**Solidity/Smart Contracts:**

// High-risk patterns
tx.origin for authentication  // Phishing vulnerable
delegatecall to untrusted     // Storage collision
selfdestruct                  // Permanent destruction
block.timestamp for randomness // Miner manipulable

Sharp Edges Checklist

When reviewing code, systematically check for:

  • [ ] **Authentication bypasses** - Missing auth checks, default credentials
  • [ ] **Authorization flaws** - Privilege escalation, IDOR patterns
  • [ ] **Injection vectors** - SQL, Command, Template, XSS
  • [ ] **Cryptographic weaknesses** - Weak algorithms, improper key handling
  • [ ] **Resource exhaustion** - Unbounded loops, memory allocation
  • [ ] **Race conditions** - TOCTOU, concurrent state modification
  • [ ] **Information disclosure** - Verbose errors, debug endpoints
  • [ ] **Deserialization** - Untrusted data unmarshaling
  • [ ] **Path traversal** - User-controlled file paths
  • [ ] **SSRF vectors** - User-controlled URLs, redirects

Variant Analysis

The Variant Hunting Process

1. **Identify the Root Cause** - Understand WHY a vulnerability exists 2. **Extract the Pattern** - What code structure enables it? 3. **Generalize the Pattern** - Create regex/AST patterns 4. **Search Codebase** - Hunt for similar structures 5. **Validate Findings** - Confirm each variant is exploitable

Pattern Extraction Templates

Template 1: Missing Validation Pattern

Original bug: User input flows to SQL query without sanitization
Pattern: [user_input] -> [sink_function] without [validation_function]

Search for:
- Direct database calls with string concatenation
- ORM raw query methods with user parameters
- Similar data flows in adjacent modules

Template 2: Authentication Bypass

Original bug: Endpoint missing auth middleware
Pattern: Route definition without auth decorator/middleware

Search for:
- Routes defined after the vulnerable one
- Similar API patterns in other modules
- Admin/internal endpoints

Template 3: Race Condition

Original bug: Check-then-act without atomicity
Pattern: if (check_condition()) { act_on_condition() }

Search for:
- File existence checks followed by file operations
- Permission checks followed by privileged actions
- Balance checks followed by transfers

Search Strategies

Grep-Based Search

# Find potential SQL injection
grep -rn "execute.*%s" --include="*.py"
grep -rn "query.*\+" --include="*.js"

# Find dangerous deserialize
grep -rn "pickle.loads\|yaml.load\|eval(" --include="*.py"

# Find command injection vectors
grep -rn "os.system\|subprocess.*shell=True" --include="*.py"

Semantic Search (AST-Based)

For more precise matching, use AST-based tools:

  • **Semgrep** - Cross-language semantic grep
  • **CodeQL** - GitHub's semantic analysis
  • **tree-sitter** - Universal parser

Variant Analysis Report Template

## Variant Analysis Report

### Original Finding
- **ID**: FINDING-001
- **Severity**: High
- **Root Cause**: [Description]
- **Affected File**: path/to/file.ext:line

### Pattern Extracted
[Code pattern or regex]

### Variants Discovered

| # | Location | Severity | Status | Notes
Read more
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Questions about vulnhunter.

Which coding agents can use vulnhunter?
vulnhunter installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.