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Security leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC 2/ISO 27001/HIPAA/GDPR), security architecture strategy, incident response leadership, and board-level security reporting.
Passed 8 of 22 test cases with the skill, and 1 of 22 without it.
7 fixed1 passed either way14 still failing0 broke
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Risk-based security frameworks for growth-stage companies. Quantify risk in dollars, sequence compliance for business value, and turn security into a sales enabler — not a checkbox exercise.
CISO, security strategy, risk quantification, ALE, SLE, ARO, security posture, compliance roadmap, SOC 2, ISO 27001, HIPAA, GDPR, zero trust, defense in depth, incident response, board security reporting, vendor assessment, security budget, cyber risk, program maturity
python scripts/risk_quantifier.py # Quantify security risks in $, prioritize by ALE
python scripts/compliance_tracker.py # Map framework overlaps, estimate effort and cost
Translate technical risks into business impact: revenue loss, regulatory fines, reputational damage. Use ALE to prioritize. See references/security_strategy.md.
Formula: ALE = SLE × ARO (Single Loss Expectancy × Annual Rate of Occurrence). Board language: "This risk has $X expected annual loss. Mitigation costs $Y."
Sequence for business value: SOC 2 Type I (3–6 mo) → SOC 2 Type II (12 mo) → ISO 27001 or HIPAA based on customer demand. See references/compliance_roadmap.md for timelines and costs.
Zero trust is a direction, not a product. Sequence: identity (IAM + MFA) → network segmentation → data classification. Defense in depth beats single-layer reliance. See references/security_strategy.md.
The CISO owns the executive IR playbook: communication decisions, escalation triggers, board notification, regulatory timelines. See references/incident_response.md for templates.
Frame security spend as risk transfer cost. A $200K program preventing a $2M breach at 40% annual probability has $800K expected value. See references/security_strategy.md.
Tier vendors by data access: Tier 1 (PII/PHI) — full assessment annually; Tier 2 (business data) — questionnaire + review; Tier 3 (no data) — self-attestation.
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