Skill UI

This comprehensive skill transforms a broad research direction into a structured, actionable pipeline for academic discovery. It first performs a deep literature survey (local and web) to map the current state-of-the-art and identify structural gaps. It then utilizes advanced LLMs to generate, hypothesize, and rank 8-12 concrete research ideas, providing hypotheses, minimum viable experiments, and estimated effort, making them highly publishable.

This skill orchestrates a complete, multi-stage pipeline to guide a user from a broad research direction to validated, pilot-tested ideas. It sequences literature review, brainstorming, novelty verification, critical review, and final proposal refinement, ensuring structured progress and actionable outputs for research or product development.

This skill orchestrates a sophisticated, multi-phase workflow for generating novel, feasible, and benchmark-grounded concepts for robotics and embodied AI applications. The pipeline guides users from a broad research direction to concrete, testable ideas, critically considering constraints like hardware availability, simulation requirements (sim-first), and established benchmarks. Ideal for researchers seeking next-generation project topics in manipulation, locomotion, or navigation.

Deploy XM Cyber's continuous exposure management platform to map attack paths, identify choke points, and prioritize critical exposures for remediation across on-premises and cloud environments.

Analyzes CloudTrail logs via Athena, CloudWatch Logs Insights, and SIEM feeds to monitor AWS security, detect threats, and support forensic investigations by identifying unauthorized access, privilege escalations, and anomalous API activity.

Use Calico CNI and calicoctl to audit, create, and validate Kubernetes NetworkPolicy and GlobalNetworkPolicy resources, enforcing egress restrictions, namespace isolation, and zero-trust pod-to-pod segmentation for container workloads.

Programmatically implements the Diamond Model to structure intrusion data, link events into activity threads, discover pivots by shared infrastructure or capabilities, and output intelligence-ready reports for threat analysts.

Walks through setting up AWS KMS envelope encryption so you can generate DEKs, encrypt/decrypt data locally with AES-256-GCM, cache keys, and rotate master keys while maintaining compliance controls in cloud security deployments.

Implement GCP Organization Policy constraints to enforce security guardrails across an entire resource hierarchy, restricting risky configurations, enforcing encryption, and auditing compliance programmatically at organization, folder, and project scopes.

Guide for auditing, enforcing, and monitoring Google Cloud VPC firewall rules to segment networks, limit ingress/egress, apply hierarchical policies, and catch overly permissive configurations with VPC Flow Logs.

Guides teams through implementing the GDPR technical and organizational controls—from data mapping and DPIAs to encryption, access, consent, and breach processes—so compliance and protection scale with deployments.

Implements GitHub Advanced Security with CodeQL to provide automated static analysis, secret detection, dependency review, and push protection across repositories, enabling enterprise-scale vulnerability monitoring and compliance-aligned controls.