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Assess lateral movement and pivot paths across authorized internal trust boundaries.

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Build incident response timelines and report packs from event logs. Use for detection-to-recovery reporting, phase tracking, and stakeholder-ready incident summaries.

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Map application security findings to OWASP Top 10 categories and generate remediation checklists. Use for normalized AppSec review outputs and category-level prioritization.

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Build transformer fine-tuning run plans with task settings, hyperparameters, and model-card outputs. Use for repeatable Hugging Face or PyTorch finetuning workflows.

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Build repeatable data-to-Docs pipelines from Sheets and Drive sources. Use for automated status reports, template-based document assembly, and scheduled publishing workflows.

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Design Gmail, Drive, Sheets, and Calendar automations with scope-aware plans. Use for repeatable daily task automation with explicit OAuth scopes and audit-ready outputs.

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Plan reproducible ML experiment runs with explicit parameters, metrics, and artifacts. Use before model training to standardize tracking-ready experiment definitions.

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Compare model candidates using weighted metrics and deterministic ranking outputs. Use for benchmark leaderboards and model promotion decisions.

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Plan and orchestrate authorized Nmap host discovery, port and service enumeration, NSE profiling, and reporting artifacts for in-scope targets.

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Assess Active Directory identity attack paths including roasting, relay, and delegation abuse.

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Set up authorized C2 simulation workflows and measure defensive detection outcomes.

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Assess AWS, Azure, and GCP controls for IAM escalation and cloud service exposure.

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Test Docker and Kubernetes security controls for RBAC abuse, breakout, and secret exposure.

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Define legal scope, rules of engagement, and authorization artifacts for downstream pentest execution.

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Systematically test authorized targets for SQL, XSS, SSTI, XXE, command, and request-smuggling injection classes.

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Assess mobile applications with static and dynamic analysis aligned to OWASP MASTG and MASVS.

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Run controlled exploitation against confirmed vulnerabilities while enforcing scope and authorization gates.

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Assess Linux and Windows privilege escalation vectors from existing authorized footholds.

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Perform passive reconnaissance and leak intelligence collection with no direct contact to target systems.

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Coordinate autonomous pentest skills with dependency enforcement, deconfliction, and emergency stop controls.

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Retest remediated findings, detect regressions, and generate remediation status and certification artifacts.

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Design phishing and social engineering simulations with explicit authorization and measurable outcomes.

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Correlate scanner results with CVE and exploit intelligence and prioritize by CVSS and exploitability.

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Assess web applications against OWASP WSTG and OWASP Top 10 with reproducible evidence capture.

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