⚠️ AUTHORIZED USE ONLY — This skill is intended for authorized security professionals only. Use only against systems you own or have explicit written permission to test. Unauthorized use may violate applicable laws.
Vulnerability Scanner
Think like an attacker, defend like an expert. 2025 threat landscape awareness.
🔧 Runtime Scripts
Execute for automated validation:
| Script |
Purpose |
Usage |
scripts/security_scan.py |
Validate security principles applied |
python scripts/security_scan.py <project_path> |
📋 Reference Files
| File |
Purpose |
| checklists.md |
OWASP Top 10, Auth, API, Data protection checklists |
1. Security Expert Mindset
Core Principles
| Principle |
Application |
| Assume Breach |
Design as if attacker already inside |
| Zero Trust |
Never trust, always verify |
| Defense in Depth |
Multiple layers, no single point |
| Least Privilege |
Minimum required access only |
| Fail Secure |
On error, deny access |
Threat Modeling Questions
Before scanning, ask:
- What are we protecting? (Assets)
- Who would attack? (Threat actors)
- How would they attack? (Attack vectors)
- What's the impact? (Business risk)
2. OWASP Top 10:2025
Risk Categories
| Rank |
Category |
Think About |
| A01 |
Broken Access Control |
Who can access what? IDOR, SSRF |
| A02 |
Security Misconfiguration |
Defaults, headers, exposed services |
| A03 |
Software Supply Chain 🆕 |
Dependencies, CI/CD, build integrity |
| A04 |
Cryptographic Failures |
Weak crypto, exposed secrets |
| A05 |
Injection |
User input → system commands |
| A06 |
Insecure Design |
Flawed architecture |
| A07 |
Authentication Failures |
Session, credential management |
| A08 |
Integrity Failures |
Unsigned updates, tampered data |
| A09 |
Logging & Alerting |
Blind spots, no monitoring |
| A10 |
Exceptional Conditions 🆕 |
Error handling, fail-open states |
2025 Key Changes
2021 → 2025 Shifts:
├── SSRF merged into A01 (Access Control)
├── A02 elevated (Cloud/Container configs)
├── A03 NEW: Supply Chain (major focus)
├── A10 NEW: Exceptional Conditions
└── Focus shift: Root causes > Symptoms
3. Supply Chain Security (A03)
Attack Surface
| Vector |
Risk |
Question to Ask |
| Dependencies |
Malicious packages |
Do we audit new deps? |
| Lock files |
Integrity attacks |
Are they committed? |
| Build pipeline |
CI/CD compromise |
Who can modify? |
| Registry |
Typosquatting |
Verified sources? |
Defense Principles
- Verify package integrity (checksums)
- Pin versions, audit updates
- Use private registries for critical deps
- Sign and verify artifacts
4. Attack Surface Mapping
What to Map
| Category |
Elements |
| Entry Points |
APIs, forms, file uploads |
| Data Flows |
Input → Process → Output |
| Trust Boundaries |
Where auth/authz checked |
| Assets |
Secrets, PII, business data |
Prioritization Matrix
Risk = Likelihood × Impact
High Impact + High Likelihood → CRITICAL
High Impact + Low Likelihood → HIGH
Low Impact + High Likelihood → MEDIUM
Low Impact + Low Likelihood → LOW
5. Risk Prioritization
CVSS + Context
| Factor |
Weight |
Question |
| CVSS Score |
Base severity |
How severe is the vuln? |
| EPSS Score |
Exploit likelihood |
Is it being exploited? |
| Asset Value |
Business context |
What's at risk? |
| Exposure |
Attack surface |
Internet-facing? |
Prioritization Decision Tree
Is it actively exploited (EPSS >0.5)?
├── YES → CRITICAL: Immediate action
└── NO → Check CVSS
├── CVSS ≥9.0 → HIGH
├── CVSS 7.0-8.9 → Consider asset value
└── CVSS <7.0 → Schedule for later
6. Exceptional Conditions (A10 - New)
Fail-Open vs Fail-Closed
| Scenario |
Fail-Open (BAD) |
Fail-Closed (GOOD) |
| Auth error |
Allow access |
Deny access |
| Parsing fails |
Accept input |
Reject input |
| Timeout |
Retry forever |
Limit + abort |
What to Check
- Exception handlers that catch-all and ignore
- Missing error handling on security operations
- Race conditions in auth/authz
- Resource exhaustion scenarios
7. Scanning Methodology
Phase-Based Approach
1. RECONNAISSANCE
└── Understand the target
├── Technology stack
├── Entry points
└── Data flows
2. DISCOVERY
└── Identify potential issues
├── Configuration review
├── Dependency analysis
└── Code pattern search
3. ANALYSIS
└── Validate and prioritize
├── False positive elimination
├── Risk scoring
└── Attack chain mapping
4. REPORTING
└── Actionable findings
├── Clear reproduction steps
├── Business impact
└── Remediation guidance
8. Code Pattern Analysis
High-Risk Patterns
| Pattern |
Risk |
Look For |
| String concat in queries |
Injection |
"SELECT * FROM " + user_input |
| Dynamic code execution |
RCE |
eval(), exec(), Function() |
| Unsafe deserialization |
RCE |
pickle.loads(), unserialize() |
| Path manipulation |
Traversal |
User input in file paths |
| Disabled security |
Various |
verify=False, --insecure |
Secret Patterns
| Type |
Indicators |
| API Keys |
api_key, apikey, high entropy |
| Tokens |
token, bearer, jwt |
| Credentials |
password, secret, key |
| Cloud |
AWS_, AZURE_, GCP_ prefixes |
9. Cloud Security Considerations
Shared Responsibility
| Layer |
You Own |
Provider Owns |
| Data |
✅ |
❌ |
| Application |
✅ |
❌ |
| OS/Runtime |
Depends |
Depends |
| Infrastructure |
❌ |
✅ |
Cloud-Specific Checks
- IAM: Least privilege applied?
- Storage: Public buckets?
- Network: Security groups tightened?
- Secrets: Using secrets manager?
10. Anti-Patterns
| ❌ Don't |
✅ Do |
| Scan without understanding |
Map attack surface first |
| Alert on every CVE |
Prioritize by exploitability + asset |
| Ignore false positives |
Maintain verified baseline |
| Fix symptoms only |
Address root causes |
| Scan once before deploy |
Continuous scanning |
| Trust third-party deps blindly |
Verify integrity, audit code |
11. Reporting Principles
Finding Structure
Each finding should answer:
- What? - Clear vulnerability description
- Where? - Exact location (file, line, endpoint)
- Why? - Root cause explanation
- Impact? - Business consequence
- How to fix? - Specific remediation
Severity Classification
| Severity |
Criteria |
| Critical |
RCE, auth bypass, mass data exposure |
| High |
Data exposure, privilege escalation |
| Medium |
Limited scope, requires conditions |
| Low |
Informational, best practice |
Remember: Vulnerability scanning finds issues. Expert thinking prioritizes what matters. Always ask: "What would an attacker do with this?"
When to Use
This skill is applicable to execute the workflow or actions described in the overview.
🏰 Rei Skills — Curated by Rootcastle Engineering & Innovation | Batuhan Ayrıbaş
Engineering Beyond Boundaries | admin@rootcastle.com
1---2name: vulnerability-scanner3description: Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.4---56> ⚠️ **AUTHORIZED USE ONLY** — This skill is intended for authorized security professionals only. Use only against systems you own or have explicit written permission to test. Unauthorized use may violate applicable laws.789# Vulnerability Scanner1011> Think like an attacker, defend like an expert. 2025 threat landscape awareness.1213## 🔧 Runtime Scripts1415**Execute for automated validation:**1617| Script | Purpose | Usage |18|--------|---------|-------|19| `scripts/security_scan.py` | Validate security principles applied | `python scripts/security_scan.py <project_path>` |2021## 📋 Reference Files2223| File | Purpose |24|------|---------|25| [checklists.md](checklists.md) | OWASP Top 10, Auth, API, Data protection checklists |2627---2829## 1. Security Expert Mindset3031### Core Principles3233| Principle | Application |34|-----------|-------------|35| **Assume Breach** | Design as if attacker already inside |36| **Zero Trust** | Never trust, always verify |37| **Defense in Depth** | Multiple layers, no single point |38| **Least Privilege** | Minimum required access only |39| **Fail Secure** | On error, deny access |4041### Threat Modeling Questions4243Before scanning, ask:441. What are we protecting? (Assets)452. Who would attack? (Threat actors)463. How would they attack? (Attack vectors)474. What's the impact? (Business risk)4849---5051## 2. OWASP Top 10:20255253### Risk Categories5455| Rank | Category | Think About |56|------|----------|-------------|57| **A01** | Broken Access Control | Who can access what? IDOR, SSRF |58| **A02** | Security Misconfiguration | Defaults, headers, exposed services |59| **A03** | Software Supply Chain 🆕 | Dependencies, CI/CD, build integrity |60| **A04** | Cryptographic Failures | Weak crypto, exposed secrets |61| **A05** | Injection | User input → system commands |62| **A06** | Insecure Design | Flawed architecture |63| **A07** | Authentication Failures | Session, credential management |64| **A08** | Integrity Failures | Unsigned updates, tampered data |65| **A09** | Logging & Alerting | Blind spots, no monitoring |66| **A10** | Exceptional Conditions 🆕 | Error handling, fail-open states |6768### 2025 Key Changes6970```712021 → 2025 Shifts:72├── SSRF merged into A01 (Access Control)73├── A02 elevated (Cloud/Container configs)74├── A03 NEW: Supply Chain (major focus)75├── A10 NEW: Exceptional Conditions76└── Focus shift: Root causes > Symptoms77```7879---8081## 3. Supply Chain Security (A03)8283### Attack Surface8485| Vector | Risk | Question to Ask |86|--------|------|-----------------|87| **Dependencies** | Malicious packages | Do we audit new deps? |88| **Lock files** | Integrity attacks | Are they committed? |89| **Build pipeline** | CI/CD compromise | Who can modify? |90| **Registry** | Typosquatting | Verified sources? |9192### Defense Principles9394- Verify package integrity (checksums)95- Pin versions, audit updates96- Use private registries for critical deps97- Sign and verify artifacts9899---100101## 4. Attack Surface Mapping102103### What to Map104105| Category | Elements |106|----------|----------|107| **Entry Points** | APIs, forms, file uploads |108| **Data Flows** | Input → Process → Output |109| **Trust Boundaries** | Where auth/authz checked |110| **Assets** | Secrets, PII, business data |111112### Prioritization Matrix113114```115Risk = Likelihood × Impact116117High Impact + High Likelihood → CRITICAL118High Impact + Low Likelihood → HIGH119Low Impact + High Likelihood → MEDIUM120Low Impact + Low Likelihood → LOW121```122123---124125## 5. Risk Prioritization126127### CVSS + Context128129| Factor | Weight | Question |130|--------|--------|----------|131| **CVSS Score** | Base severity | How severe is the vuln? |132| **EPSS Score** | Exploit likelihood | Is it being exploited? |133| **Asset Value** | Business context | What's at risk? |134| **Exposure** | Attack surface | Internet-facing? |135136### Prioritization Decision Tree137138```139Is it actively exploited (EPSS >0.5)?140├── YES → CRITICAL: Immediate action141└── NO → Check CVSS142 ├── CVSS ≥9.0 → HIGH143 ├── CVSS 7.0-8.9 → Consider asset value144 └── CVSS <7.0 → Schedule for later145```146147---148149## 6. Exceptional Conditions (A10 - New)150151### Fail-Open vs Fail-Closed152153| Scenario | Fail-Open (BAD) | Fail-Closed (GOOD) |154|----------|-----------------|---------------------|155| Auth error | Allow access | Deny access |156| Parsing fails | Accept input | Reject input |157| Timeout | Retry forever | Limit + abort |158159### What to Check160161- Exception handlers that catch-all and ignore162- Missing error handling on security operations163- Race conditions in auth/authz164- Resource exhaustion scenarios165166---167168## 7. Scanning Methodology169170### Phase-Based Approach171172```1731. RECONNAISSANCE174 └── Understand the target175 ├── Technology stack176 ├── Entry points177 └── Data flows1781792. DISCOVERY180 └── Identify potential issues181 ├── Configuration review182 ├── Dependency analysis183 └── Code pattern search1841853. ANALYSIS186 └── Validate and prioritize187 ├── False positive elimination188 ├── Risk scoring189 └── Attack chain mapping1901914. REPORTING192 └── Actionable findings193 ├── Clear reproduction steps194 ├── Business impact195 └── Remediation guidance196```197198---199200## 8. Code Pattern Analysis201202### High-Risk Patterns203204| Pattern | Risk | Look For |205|---------|------|----------|206| **String concat in queries** | Injection | `"SELECT * FROM " + user_input` |207| **Dynamic code execution** | RCE | `eval()`, `exec()`, `Function()` |208| **Unsafe deserialization** | RCE | `pickle.loads()`, `unserialize()` |209| **Path manipulation** | Traversal | User input in file paths |210| **Disabled security** | Various | `verify=False`, `--insecure` |211212### Secret Patterns213214| Type | Indicators |215|------|-----------|216| API Keys | `api_key`, `apikey`, high entropy |217| Tokens | `token`, `bearer`, `jwt` |218| Credentials | `password`, `secret`, `key` |219| Cloud | `AWS_`, `AZURE_`, `GCP_` prefixes |220221---222223## 9. Cloud Security Considerations224225### Shared Responsibility226227| Layer | You Own | Provider Owns |228|-------|---------|---------------|229| Data | ✅ | ❌ |230| Application | ✅ | ❌ |231| OS/Runtime | Depends | Depends |232| Infrastructure | ❌ | ✅ |233234### Cloud-Specific Checks235236- IAM: Least privilege applied?237- Storage: Public buckets?238- Network: Security groups tightened?239- Secrets: Using secrets manager?240241---242243## 10. Anti-Patterns244245| ❌ Don't | ✅ Do |246|----------|-------|247| Scan without understanding | Map attack surface first |248| Alert on every CVE | Prioritize by exploitability + asset |249| Ignore false positives | Maintain verified baseline |250| Fix symptoms only | Address root causes |251| Scan once before deploy | Continuous scanning |252| Trust third-party deps blindly | Verify integrity, audit code |253254---255256## 11. Reporting Principles257258### Finding Structure259260Each finding should answer:2611. **What?** - Clear vulnerability description2622. **Where?** - Exact location (file, line, endpoint)2633. **Why?** - Root cause explanation2644. **Impact?** - Business consequence2655. **How to fix?** - Specific remediation266267### Severity Classification268269| Severity | Criteria |270|----------|----------|271| **Critical** | RCE, auth bypass, mass data exposure |272| **High** | Data exposure, privilege escalation |273| **Medium** | Limited scope, requires conditions |274| **Low** | Informational, best practice |275276---277278> **Remember:** Vulnerability scanning finds issues. Expert thinking prioritizes what matters. Always ask: "What would an attacker do with this?"279280## When to Use281This skill is applicable to execute the workflow or actions described in the overview.282283---284285> 🏰 **Rei Skills** — Curated by [Rootcastle Engineering & Innovation](https://www.rootcastle.com) | Batuhan Ayrıbaş 286> Engineering Beyond Boundaries | admin@rootcastle.com