access-controlDesign RBAC/ABAC models, Principle of Least Privilege, Identity Management. Use when: access control.
agent-sandboxingIntrinsic least-privilege isolation for agents touching a local OS, shell, or filesystem — the enforcement layer behind prompt-injection-defense and ai-safety-guardrails. Use when: agent sandbox, sandbox policy, least privilege isolation, filesystem allowlist, egress deny-by-default, syscall restric
ai-ethics-complianceAssessing Bias, Fairness, Transparency, and Legal (EU AI Act, GDPR). Use when: ai ethics compliance.
ai-red-teamingProactively attack your own AI and agent system to find failures before adversaries, scoring attack-success-rate and gating CI on it. Use when: ai red teaming, red team plan, attack success rate, ASR scorecard, jailbreak testing, crescendo attack, automated adversarial testing, OWASP LLM red team.
ai-safety-guardrailsSecurity-by-design for AI (Prompt Injection defense, Hallucination checks, PII filters). Use when: ai safety guardrails.
api-securityDesign and enforce REST/GraphQL API Security paradigms. Use when: secure api, audit api security, implement jwt auth.
backup-recoveryDefine RPO/RTO, implement PITR/Snapshots, and test restores. Use when: backup recovery.
compliance-reviewRegulatory compliance check for SOC2, PCI-DSS, GDPR, HIPAA — checklists, audit trails, access controls. Use when: compliance, SOC2, PCI-DSS, GDPR, audit trail, regulatory, certification, compliance review.
cryptography-standardsEnforce correct cryptographic algorithms, hashing, and TLS standards. Use when: encrypt data, hash passwords, set tls policy.
dependency-securityManaging Supply Chain Security, SBOM generation, and vulnerability patching (SCA). Use when: dependency security.
hazard-analysisConducting FMEA (Failure Mode & Effects Analysis) and identifying hazards. Use when: hazard analysis.
legal-reviewCheck for license compliance, PII, and IP risks. Use when: Check licenses, Review for legal compliance, Is this library safe to use?, GDPR compliance check.
log-analysisParsing structured logs, finding patterns in noise, and ELK/Splunk querying. Use when: log analysis.
network-securityFirewall rules, VPC design, TLS config, and subnet isolation. Use when: network security.
privacy-auditPII detection, data flow mapping, GDPR/CCPA/HIPAA compliance verification. Use when: privacy, PII, GDPR, CCPA, HIPAA, personal data, data flow, consent, data protection.
privacy-data-protectionElicit and enforce GDPR, CCPA, and general privacy by design rules. Use when: design privacy system, audit gdpr conformity, protect pii.
prompt-injection-defenseDefend agentic systems against direct and indirect prompt injection using defense-in-depth. Use when: prompt injection, indirect injection, lethal trifecta, rule of two, jailbreak defense, tool output poisoning, untrusted content.
reliability-engineeringDesigning failover patterns (Hot Standby, TMR), redundancy, and MTBF/availability calculations. Use when: reliability engineering.
secrets-managementSafe handling of API keys, Vault/AWS Secrets Manager patterns, rotation. Use when: secrets management.
secure-architectureArchitect systems with defense-in-depth and Zero Trust principles. Use when: design secure system, enforce zero trust, audit architecture security.
traceability-auditVerifies that every PRD requirement has a linked Test Case and Code Implementation. Use when: traceability audit.