cybersecurity-analyst▌
rysweet/amplihack · updated Apr 8, 2026
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Analyzes security risks, threats, and vulnerabilities using industry frameworks like STRIDE, MITRE ATT&CK, and CIA triad.
- ›Applies threat modeling, attack surface analysis, and defense-in-depth principles to identify security weaknesses across systems, applications, and architectures
- ›Evaluates confidentiality, integrity, and availability risks; assesses threat actors, attack vectors, and defensive control effectiveness
- ›Provides incident analysis, vulnerability assessment, securit
Cybersecurity Analyst Skill
Purpose
Analyze events through the disciplinary lens of cybersecurity, applying rigorous security frameworks (CIA triad, defense-in-depth, zero-trust), threat modeling methodologies (STRIDE, PASTA, VAST), attack surface analysis, and industry standards (NIST, ISO 27001, MITRE ATT&CK) to understand security risks, identify vulnerabilities, assess threat actors and attack vectors, evaluate defensive controls, and recommend risk mitigation strategies.
When to Use This Skill
- Security Incident Analysis: Investigate breaches, data leaks, ransomware attacks, insider threats
- Vulnerability Assessment: Identify weaknesses in systems, applications, networks, processes
- Threat Modeling: Analyze potential attack vectors and threat actors for new systems or changes
- Security Architecture Review: Evaluate design decisions for security implications and gaps
- Risk Assessment: Quantify and prioritize security risks using frameworks like CVSS, FAIR
- Compliance Analysis: Assess adherence to security standards (SOC 2, PCI-DSS, HIPAA, GDPR)
- Incident Response Planning: Design detection, containment, eradication, and recovery strategies
- Security Posture Evaluation: Assess overall defensive capabilities and maturity
- Code Security Review: Identify security vulnerabilities in software implementations
Core Philosophy: Security Thinking
Cybersecurity analysis rests on fundamental principles:
Defense in Depth: No single security control is perfect. Layer multiple independent controls so compromise of one doesn't compromise the whole system.
Assume Breach: Modern security assumes attackers will penetrate perimeter defenses. Design systems to minimize damage and enable detection when (not if) breach occurs.
Least Privilege: Grant minimum access necessary for legitimate function. Every excess permission is an opportunity for exploitation.
Zero Trust: Never trust, always verify. Verify explicitly, use least privilege access, and assume breach regardless of network location.
Security by Design: Security cannot be bolted on afterward. It must be fundamental to architecture and implementation from the beginning.
CIA Triad: Security protects three properties—Confidentiality (only authorized access), Integrity (only authorized modification), Availability (accessible when needed).
Threat-Informed Defense: Base defensive priorities on understanding of actual threat actors, their capabilities, motivations, and tactics (threat intelligence).
Risk-Based Approach: Perfect security is impossible. Prioritize security investments based on risk (likelihood × impact) to maximize security per dollar spent.
Theoretical Foundations (Expandable)
Foundation 1: CIA Triad (Classic Security Model)
Components:
Confidentiality: Information accessible only to authorized entities
- Protection mechanisms: Encryption, access controls, authentication
- Threats: Eavesdropping, data theft, unauthorized disclosure
- Example violations: Data breach, password theft, insider leak
Integrity: Information modifiable only by authorized entities in authorized ways
- Protection mechanisms: Hashing, digital signatures, access controls, version control
- Threats: Tampering, unauthorized modification, malware
- Example violations: Database manipulation, man-in-the-middle attacks, ransomware encryption
Availability: Information and systems accessible when needed by authorized entities
- Protection mechanisms: Redundancy, backups, DDoS mitigation, incident response
- Threats: Denial of service, ransomware, system destruction
- Example violations: DDoS attacks, ransomware, infrastructure failures
Extensions:
- Authenticity: Verified identity of entities and origin of information
- Non-repudiation: Cannot deny taking action
- Accountability: Actions traceable to entities
Application: Every security analysis should identify which aspects of CIA triad are at risk and how controls protect each.
Sources:
Foundation 2: Defense in Depth (Layered Security)
Principle: Deploy multiple layers of security controls so compromise of one layer doesn't compromise entire system.
Historical Origin: Military defensive strategy—multiple concentric perimeter defenses
Security Layers:
- Physical: Facility access controls, locked server rooms
- Network: Firewalls, network segmentation, IDS/IPS
- Host: Endpoint protection, host firewalls, patch management
- Application: Input validation, secure coding, authentication
- Data: Encryption at rest and in transit, DLP, tokenization
- Human: Security awareness training, phishing simulation
Key Insight: Redundancy is not waste—it's resilience. Even if attacker bypasses firewall, they still face authentication, authorization, monitoring, encryption, and detection controls.
Application: Security architecture should have multiple independent defensive layers protecting critical assets.
Limitation: Can create complexity and false sense of security if layers are not maintained or are interdependent.
Sources:
Foundation 3: Zero Trust Architecture
Core Principle: "Never trust, always verify" regardless of network location
Contrast with Perimeter Model: Traditional security assumed internal network is trusted ("castle and moat"). Zero trust assumes no network location is trusted.
Key Tenets (NIST SP 800-207):
- Verify explicitly: Always authenticate and authorize based on all available data points
- Least privilege access: Limit user access with Just-In-Time and Just-Enough-Access
- Assume breach: Minimize blast radius and segment access; verify end-to-end encryption
Components:
- Identity-centric security: Identity becomes new perimeter
- Micro-segmentation: Network divided into small zones with separate controls
- Continuous verification: Authentication and authorization are continuous, not one-time
- Data-centric: Protect data itself, not just perimeter around it
Drivers:
- Cloud adoption (no clear perimeter)
- Remote work (users outside traditional perimeter)
- Sophisticated attacks (perimeter breaches common)
Application: Modern security architectures should be designed with zero trust principles, especially for cloud and hybrid environments.
Sources:
Foundation 4: Threat Modeling
Definition: Structured approach to identify and prioritize potential threats to a system
Purpose: Proactively identify security issues during design phase when fixes are cheapest
Benefits:
- Find vulnerabilities before implementation
- Prioritize security work
- Communicate risks to stakeholders
- Guide security testing
Common Methodologies:
STRIDE (Microsoft):
- Spoofing identity
- Tampering with data
- Repudiation
- Information disclosure
- Denial of service
- Elevation of privilege
PASTA (Process for Attack Simulation and Threat Analysis):
- Seven-stage risk-centric methodology
- Aligns business objectives with technical requirements
VAST (Visual, Agile, and Simple Threat modeling):
- Scalable for agile development
- Two types: application threat models and operational threat models
Application: Use threat modeling for new features, architecture changes, or security reviews.
Sources:
Foundation 5: MITRE ATT&CK Framework
Description: Knowledge base of adversary tactics and techniques based on real-world observations
Purpose: Understand how attackers operate to inform defense, detection, and threat hunting
Structure:
- Tactics: High-level goals (e.g., Initial Access, Execution, Persistence, Privilege Escalation)
- Techniques: Ways to achieve tactics (e.g., Phishing, Exploiting Public Applications)
- Sub-techniques: Specific implementations
- Procedures: Specific attacker behaviors
14 Tactics (Enterprise Matrix):
- Reconnaissance
- Resource Development
- Initial Access
- Execution
- Persistence
- Privilege Escalation
- Defense Evasion
- Credential Access
- Discovery
- Lateral Movement
- Collection
- Command and Control
- Exfiltration
- Impact
Application:
- Map defensive controls to ATT&CK techniques
- Identify detection gaps
- Threat intelligence sharing
- Red team/purple team exercises
Value: Common language for describing attacker behavior; basis for threat-informed defense
Sources:
Core Analytical Frameworks (Expandable)
Framework 1: Attack Surface Analysis
Definition: Identification and assessment of all points where unauthorized user could enter or extract data from system
Components:
Attack Surface Elements:
- Network attack surface: Exposed ports, services, protocols
- Software attack surface: Applications, APIs, web interfaces
- Human attack surface: Users, administrators, social engineering targets
- Physical attack surface: Facility access, hardware access
Attack Vectors: Methods attackers use to exploit attack surface
- Network-based: Port scanning, protocol exploits, man-in-the-middle
- Web-based: SQL injection, XSS, CSRF, authentication bypass
- Email-based: Phishing, malicious attachments, credential harvesting
- Physical: Theft, unauthorized access, evil maid attacks
- Social engineering: Pretexting, baiting, tailgating
Analysis Process:
- Enumerate: List all entry points and assets
- Classify: Categorize by type and criticality
- Assess: Evaluate exploitability and impact
- Prioritize: Rank by risk
- Reduce: Minimize unnecessary exposure
Metrics:
- Number of exposed services
- Number of internet-facing applications
- Number of privileged accounts
- Lines of code exposed to untrusted input
Application: Reducing attack surface is fundamental defensive strategy. Eliminate unnecessary exposure.
Sources:
Framework 2: Risk Assessment Frameworks
Purpose: Quantify and prioritize security risks to guide resource allocation
Common Frameworks:
CVSS (Common Vulnerability Scoring System):
- Standard for assessing vulnerability severity
- Score 0-10 based on exploitability, impact, scope
- Base score (intrinsic characteristics) + temporal + environmental scores
- Widely used but criticized for not capturing actual risk in specific contexts
FAIR (Factor Analysis of Information Risk):
- Quantitative risk framework
- Risk = Loss Event Frequency × Loss Magnitude
- Enables cost-benefit analysis of security investments
- More complex but provides dollar-denominated risk figures
NIST Risk Management Framework (RMF):
- Seven steps: Prepare, Categorize, Select, Implement, Assess, Authorize, Monitor
- Links security controls to risk management
- Used by U.S. federal agencies
Qualitative vs. Quantitative:
- Qualitative: High/Medium/Low risk ratings (simpler, faster, subjective)
- Quantitative: Numerical risk values (complex, objective, requires data)
Application: Risk assessment informs prioritization. Not all vulnerabilities are equally important—focus on highest risks.
Sources:
Framework 3: Security Control Frameworks
Purpose: Structured set of security controls to achieve security objectives
Major Frameworks:
NIST Cybersecurity Framework:
- Five core functions: Identify, Protect, Detect, Respond, Recover
- Not prescriptive—flexible for different organizations
- Widely adopted across industries and internationally
NIST SP 800-53 (Security and Privacy Controls):
- Comprehensive catalog of security controls for federal systems
- 20 control families (Access Control, Incident Response, etc.)
- Detailed implementation guidance
CIS Controls (Center for Internet Security):
- 18 prioritized security controls
- Implementation groups (IG1, IG2, IG3) based on organizational maturity
- Actionable and measurable
ISO/IEC 27001:
- International standard for information security management systems
- 14 control domains, 114 controls
- Certification available
Application: Use frameworks to:
- Ensure comprehensive coverage
- Benchmark security posture
- Communicate with stakeholders
- Meet compliance requirements
Sources:
Framework 4: Incident Response Lifecycle
Definition: Structured approach to handling security incidents
Standard Model (NIST SP 800-61):
Phase 1: Preparation
- Establish IR capability, tools, playbooks
- Training and exercises
- Communication plans
Phase 2: Detection and Analysis
- Monitoring and alerting
- Incident classification and prioritization
- Initial investigation
- Scope determination
Phase 3: Containment, Eradication, and Recovery
- Containment: Stop spread (short-term and long-term)
- Eradication: Remove threat from environment
- Recovery: Restore systems to normal operation
Phase 4: Post-Incident Activity
- Lessons learned
- Evidence preservation
- Incident report
- Process improvement
Key Concepts:
- Playbooks: Predefined procedures for common incident types
- Indicators of Compromise (IoCs): Artifacts indicating malicious activity
- Chain of custody: Evidence handling procedures
- Communication: Internal and external stakeholders, legal, PR
Metrics:
- Mean Time to Detect (MTTD)
- Mean Time to Respond (MTTR)
- Mean Time to Contain (MTTC)
Application: Effective incident response minimizes damage, reduces recovery time, and captures learning.
Sources:
Framework 5: Secure Development Lifecycle (SDL)
Purpose: Integrate security into software development process
Microsoft SDL Phases:
- Training: Security training for developers
- Requirements: Define security requirements and privacy requirements
- Design: Threat modeling, attack surface reduction, defense in depth
- Implementation: Secure coding standards, code analysis tools
- Verification: Security testing (SAST, DAST, penetration testing)
- Release: Final security review, incident response plan
- Response: Execute incident response plan if vulnerability discovered
Key Practices:
- Static Analysis (SAST): Analyze source code for vulnerabilities
- Dynamic Analysis (DAST): Test running application
- Dependency Scanning: Check third-party libraries for known vulnerabilities
- Penetration Testing: Simulate real attacks
- Security Champions: Embed security expertise in development teams
OWASP SAMM (Software Assurance Maturity Model):
- Maturity model for secure software development
- Five business functions: Governance, Design, Implementation, Verification, Operations
- Three maturity levels for each function
Application: Security must be integrated throughout development lifecycle, not just at the end.
Sources:
Methodological Approaches (Expandable)
Method 1: Threat Intelligence Analysis
Purpose: Understand adversaries, their capabilities, tactics, and targets to inform defense
Types of Threat Intelligence:
Strategic: High-level trends for executives
- APT group activity and motivations
- Geopolitical cyber threats
- Industry-specific threat landscape
Operational: Campaign-level information for security operations
- Current attack campaigns
- Threat actor TTPs
- Malware families
Tactical: Technical indicators for immediate defense
- IP addresses, domains, file hashes
- YARA rules, Snort signatures
- CVEs being exploited
Analytical Process:
- Collection: Gather data from internal sources, threat feeds, OSINT, dark web
- Processing: Normalize, correlate, deduplicate
- Analysis: Contextualize, attribute, assess intent and capability
- Dissemination: Share with relevant teams in actionable format
- Feedback: Assess effectiveness and refine
Frameworks:
- Diamond Model: Adversary, Capability, Infrastructure, Victim
- Kill Chain: Reconnaissance → Weaponization → Delivery → Exploitation → Installation → C2 → Actions on Objectives
- MITRE ATT&CK: Map observed techniques to ATT&CK matrix
Application: Threat intelligence enables proactive, threat-informed
How to use cybersecurity-analyst on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add cybersecurity-analyst
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches cybersecurity-analyst from GitHub repository rysweet/amplihack and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate cybersecurity-analyst. Access the skill through slash commands (e.g., /cybersecurity-analyst) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
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Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★75 reviews- ★★★★★Li Chawla· Dec 24, 2024
Solid pick for teams standardizing on skills: cybersecurity-analyst is focused, and the summary matches what you get after install.
- ★★★★★Jin Verma· Dec 16, 2024
Useful defaults in cybersecurity-analyst — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Aditi Lopez· Dec 12, 2024
We added cybersecurity-analyst from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Aditi Diallo· Dec 12, 2024
Registry listing for cybersecurity-analyst matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Jin Khanna· Dec 12, 2024
cybersecurity-analyst reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Rahul Santra· Nov 15, 2024
cybersecurity-analyst reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Hiroshi Abebe· Nov 15, 2024
Registry listing for cybersecurity-analyst matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Jin Menon· Nov 7, 2024
I recommend cybersecurity-analyst for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Aditi Haddad· Nov 3, 2024
cybersecurity-analyst fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Nikhil Malhotra· Nov 3, 2024
cybersecurity-analyst is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
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