ai-ml-attacks
This skill should be used when the user asks about "AI security", "ML pipeline attacks", "prompt injection", "model deserialization", "unsafe model loading",…
This skill should be used when the user asks about "compliance mapping", "PCI-DSS", "HIPAA", "SOC 2", "NIST CSF", "regulatory requirements", "compliance report", or needs to map security findings to compliance framework requirements.
$ npx -y skills add allsmog/vuln-scout --skill compliance-mapping --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/compliance-mappingContext preview
The summary Claude sees to decide when to auto-load this skill.
This skill should be used when the user asks about "compliance mapping", "PCI-DSS", "HIPAA", "SOC 2", "NIST CSF", "regulatory requirements", "compliance report", or needs to map security findings to compliance framework requirements.
name: Compliance Mapping description: This skill should be used when the user asks about "compliance mapping", "PCI-DSS", "HIPAA", "SOC 2", "NIST CSF", "regulatory requirements", "compliance report", or needs to map security findings to compliance framework requirements. version: 1.0.0
Map VulnScout security findings to compliance framework requirements. This enables security teams to understand the regulatory impact of discovered vulnerabilities and prioritize remediation based on compliance obligations.
Payment Card Industry Data Security Standard for organizations handling cardholder data.
| Requirement | Description | VulnScout Finding Types | |-------------|-------------|------------------------| | 6.2.1 | Secure development practices | All code-level findings | | 6.2.2 | Software security training | Recurring pattern findings | | 6.2.3 | Code review before release | Unverified findings in diff | | 6.2.4 | Prevent common vulnerabilities | sql-injection, xss, command-injection, path-traversal | | 6.3.1 | Identify vulnerabilities via scanning | All findings from /scan | | 6.3.2 | Maintain inventory of custom software | Framework detection results | | 6.4.1 | Public-facing web app protection | ssrf, xss, csrf, open-redirect | | 6.4.2 | Automated technical solution for web attacks | WAF findings, missing CSP | | 6.5.1-6.5.6 | Address common coding vulnerabilities | Injection, auth bypass, XSS, access control |
Health Insurance Portability and Accountability Act technical safeguards.
| Section | Description | VulnScout Finding Types | |---------|-------------|------------------------| | 164.312(a)(1) | Access Control | access-control, idor, business-logic | | 164.312(a)(2)(i) | Unique User Identification | auth-bypass, session fixation | | 164.312(a)(2)(iii) | Automatic Logoff | session management findings | | 164.312(a)(2)(iv) | Encryption at Rest | cryptographic-failures, hardcoded-secret | | 164.312(b) | Audit Controls | logging-failures | | 164.312(c)(1) | Integrity Controls | sql-injection, deserialization, ssti | | 164.312(c)(2) | Authentication of ePHI | auth-bypass, hardcoded-secret | | 164.312(d) | Person/Entity Authentication | auth-bypass, insecure-randomness | | 164.312(e)(1) | Transmission Security | cryptographic-failures, ssrf | | 164.312(e)(2)(i) | Integrity Controls (transmission) | ssti, xss, command-injection | | 164.312(e)(2)(ii) | Encryption in Transit | cryptographic-failures |
Service Organization Control 2 for SaaS and cloud service providers.
| Criteria | Description | VulnScout Finding Types | |----------|-------------|------------------------| | CC6.1 | Logical and Physical Access | access-control, idor, auth-bypass | | CC6.2 | Credential Management | hardcoded-secret, insecure-randomness | | CC6.3 | Access Roles and Responsibilities | access-control, business-logic | | CC6.6 | System Boundary Protection | ssrf, open-redirect, cors-misconfig | | CC6.7 | Data Flow Restrictions | path-traversal, xxe, deserialization | | CC6.8 | Malicious Software Prevention | command-injection, code-injection, ssti | | CC7.1 | System Monitoring | logging-failures, exception-handling | | CC7.2 | Anomaly Detection | insecure-randomness, race-condition | | CC7.3 | Security Event Evaluation | logging-failures | | CC7.4 | Incident Response | All critical/high findings | | CC8.1 | Change Management | Findings in diff (--since-commit) |
| Function | Category | VulnScout Finding Types | |----------|----------|------------------------| | **Identify** | ID.AM - Asset Management | Framework detection, scope results | | **Identify** | ID.RA - Risk Assessment | Threat model, STRIDE analysis | | **Protect** | PR.AC - Access Control | access-control, idor, auth-bypass | | **Protect** | PR.DS - Data Security | sql-injection, path-traversal, cryptographic-failures | | **Protect** | PR.IP - Protective Processes | All remediated findings | | **Protect** | PR.MA - Maintenance | Diff-aware scan results | | **Detect** | DE.AE - Anomalies and Events | logging-failures, exception-handling | | **Detect** | DE.CM - Continuous Monitoring | /scan --since-commit results | | **Respond** | RS.AN - Analysis | Verified findings with evidence | | **Recover** | RC.IM - Improvements | Patch advisor recommendations |
| Finding Type | PCI-DSS | HIPAA | SOC 2 | NIST CSF | |-------------|---------|-------|-------|----------| | sql-injection | 6.2.4, 6.5.1 | 164.312(c)(1) | CC6.8 | PR.DS | | xss | 6.2.4, 6.4.1 | 164.312(e)(2)(i) | CC6.8 | PR.DS | | command-injection | 6.2.4 | 164.312(e)(2)(i) | CC6.8 | PR.DS | | path-traversal | 6.2.4 | 164.312(a)(1) | CC6.7 | PR.DS | | ssrf | 6.4.1 | 164.312(e)(1) | CC6.6 | PR.DS | | deserialization | 6.2.4 | 164.312(c)(1) | CC6.7 | PR.DS | | ssti | 6.2.4 | 164.312(c)(1) | CC6.8 | PR.DS | | xxe | 6.2.4 | 164.312(c)(1) | CC6.7 | PR.DS | | access-control | 6.5.4 | 164.312(a)(1) | CC6.1 | PR.AC | | auth-bypass | 6.5.3 | 164.312(d) | CC6.1 | PR.AC | | hardcoded-secret | 6.2.4 | 164.312(a)(2)(iv) | CC6.2 | PR.AC | | cryptographic-failures | 6.2.4 | 164.312(e)(2)(ii) | CC6.2 | PR.DS | | logging-failures | 6.2.4 | 164.312(b) | CC7.1 | DE.AE | | insecure-randomness | 6.2.4 | 164.312(d) | CC7.2 | PR.DS | | idor | 6.5.4 | 164.312(a)(1) | CC6.1 | PR.AC | | ldap-injection | 6.2.4, 6.5.1 | 164.312(c)(1) | CC6.8 | PR.DS |
When generating a compliance-aware report, use the `--compliance` flag:
/vuln-scout:report --compliance pci-dss,hipaa,soc2
This appends a Compliance Impact section to the report:
## Compliance Impact ### PCI-DSS v4.0 | Requirement | Status | Findings | |-------------|--------|----------| | 6.2.4 | FAIL | 3 injection findings | | 6.4.1 | PASS | No public-facing web app finding
AI-powered whitebox penetration testing plugin for Claude Code. 9 languages, 22 skills, 7 autonomous agents. STRIDE threat modeling, OWASP 2025 coverage, polyglot monorepo support.
Repo: allsmog/vuln-scout
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