Skill UI

CloudFox is an open-source, attacker-centric tool designed for authorized cloud penetration testing. It maps attack paths and identifies exploitable misconfigurations across AWS and Azure environments. By simulating an attacker's perspective, it goes beyond simple configuration audits to reveal critical assets, exposed secrets, and lateral movement opportunities (like STS AssumeRole trust relationships), providing comprehensive situational awareness for security assessment.

A comprehensive guide for authors submitting materials science and physical metallurgy manuscripts to Acta Materialia. It emphasizes the necessity of establishing a clear processing–structure–property mechanism, requiring rigorous, quantitative characterization (e.g., TEM, XRD) and detailed mechanistic explanations over simple reports of improved performance. Use this tool for fit assessment and manuscript re-framing.

A comprehensive guide for authors targeting high-impact chemical engineering venues. It helps authors re-frame their work from simple material synthesis to demonstrating an applied advance with clear mechanistic insight. Focus areas include catalysis, separation, functional materials, and performance benchmarking under realistic process conditions.

Provides rigorous guidelines for conducting robust, verifiable, and reproducible evaluations in networking research. It emphasizes moving beyond simple simulations by demanding the use of real target platforms, documenting full system provenance (traces and configs), establishing honestly tuned baselines, and reporting detailed measurement statistics and uncertainty. Essential for authors aiming for top-tier conference submissions.

A comprehensive guide for drafting the Related Work section for top-tier networking conferences (e.g., CoNEXT, SIGCOMM). It emphasizes moving beyond simple literature summaries to create a 'delta argument'—clearly defining what the paper contributes over the closest prior work. Guidelines cover covering specific networking 'lanes' (like IMC, NSDI, SIGMETRICS), maintaining double-anonymous citations, and ensuring the contribution is concrete and testable.

A detailed guide on how to structure and position the 'Related Work' section for high-stakes academic conferences like DAC, ICCAD, and DATE. It teaches authors to move beyond simple surveys and instead create a 'delta statement,' explicitly defining the limitations of prior art and quantifying the unique advances of the current work in terms of Quality of Results (QoR).

A comprehensive guide for authors on how to structure the 'Related Work' section for top-tier networking conferences (like INFOCOM). It teaches authors to move beyond simple citation catalogs and instead adopt a 'delta-first' approach, clearly contrasting their work's novelty and unique contribution against the entire breadth of existing networking literature, including systems, theory, and flagships.

A comprehensive guide for authors targeting the International Journal of Machine Tools and Manufacture (IJMTM). This skill helps assess the fit of a manuscript, ensuring the work elevates beyond simple parameter optimization to provide a deep, mechanistic, and quantitative understanding of manufacturing processes, machine-tool dynamics, and metrology. Essential for framing high-impact scientific contributions.

A comprehensive guide for designing, auditing, and reporting reliable robotic experiments, particularly for major conferences like IROS. It moves beyond simple success rates, detailing how to map every claim to verifiable evidence (trials, simulations, field data). Key areas covered include defining pre-set success criteria, reporting failure taxonomies, ensuring fair baselines, and quantifying the critical sim-to-real gap using advanced small-n statistical methods.

This guide provides comprehensive standards for conducting and presenting experimental evidence in high-level communication journals (JOC). It emphasizes moving beyond simple results to ensure statistical rigor, reproducibility, and comprehensive coverage of physical layer, network, and security aspects, helping submissions withstand expert peer review.

A detailed guide for structuring the 'Related Work' section of high-level academic manuscripts in communications engineering. It teaches authors to move beyond simple literature listing by focusing on the 'delta'—defining the gaps in existing research and clearly positioning the paper's unique contribution to ensure novelty and academic rigor for top-tier journals.

This guide provides comprehensive best practices for designing and auditing cloud system evaluations, particularly for academic submissions. It mandates that claims must be supported by measured evidence from real or realistic deployments, moving beyond simple simulations. Key metrics emphasized include tail latency (p99), operational cost modeling, and verifiable behavior under scale and multi-tenancy.