Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.
SkillScore82Maintained
Automatic
◆Security & AppSec pack
Last verified 8/11/2026
What it changes
Passed 18 of 22 test cases with the skill, and 14 of 22 without it.
Without skill64%
With skill82%
Checks it passed that the model alone missed
includes ProGuard or R8 for code obfuscation
specifies CVSS 7 as the minimum threshold for critical remediation
assigns subagent_type backend-api-security::backend-architect for architecture review
and 2 more in the full report
5 fixed13 passed either way3 still failing1 broke
Pass-rate lift
+18 pp
Tokens
+60%
Agent turns
0%
Response time
-39%
Model gemini-3.6-flashMeasured 8/11/2026v118 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
Which deployment subagent type is responsible for configuring Web Application Firewall rules and micro-segmentation for `myorg/k8s-cluster`?
What was checked, without and with the skill
Checked
Without skill
With skill
assigns subagent_type deployment-strategies::deployment-engineer for infrastructure security
Missed
Passed
case-16 · gemini-3.6-flash · 8/11/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md147 linessingle file
Implement comprehensive security hardening with defense-in-depth strategy through coordinated multi-agent orchestration:
[Extended thinking: This workflow implements a defense-in-depth security strategy across all application layers. It coordinates specialized security agents to perform comprehensive assessments, implement layered security controls, and establish continuous security monitoring. The approach follows modern DevSecOps principles with shift-left security, automated scanning, and compliance validation. Each phase builds upon previous findings to create a resilient security posture that addresses both current vulnerabilities and future threats.]
Use this skill when
Running a coordinated security hardening program
Establishing defense-in-depth controls across app, infra, and CI/CD
Prioritizing remediation from scans and threat modeling
Do not use this skill when
You only need a quick scan without remediation work
You lack authorization for security testing or changes
The environment cannot tolerate invasive security controls
Instructions
Execute Phase 1 to establish a security baseline.
Apply Phase 2 remediations for high-risk issues.
Implement Phase 3 controls and validate defenses.
Complete Phase 4 validation and compliance checks.
Safety
Avoid intrusive testing in production without approval.
Ensure rollback plans exist before hardening changes.
Phase 1: Comprehensive Security Assessment
1. Initial Vulnerability Scanning
Use Task tool with subagent_type="security-auditor"
Prompt: "Perform comprehensive security assessment on: $ARGUMENTS. Execute SAST analysis with Semgrep/SonarQube, DAST scanning with OWASP ZAP, dependency audit with Snyk/Trivy, secrets detection with GitLeaks/TruffleHog. Generate SBOM for supply chain analysis. Identify OWASP Top 10 vulnerabilities, CWE weaknesses, and CVE exposures."
Context: Initial baseline for all remediation efforts
2. Threat Modeling and Risk Analysis
Use Task tool with subagent_type="security-auditor"
Prompt: "Conduct threat modeling using STRIDE methodology for: $ARGUMENTS. Analyze attack vectors, create attack trees, assess business impact of identified vulnerabilities. Map threats to MITRE ATT&CK framework. Prioritize risks based on likelihood and impact."
Output: Threat model diagrams, risk matrix with prioritized vulnerabilities, attack scenario documentation, business impact analysis
Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance best practices.