Skill UI

A comprehensive simulation tool designed to pressure-test medical device manufacturers' Quality System Regulation (QSR) compliance against FDA standards (21 CFR 820). It covers six critical areas: complaint handling, process validation, device history records (DHRs), CAPAs, labeling, and handling of Form 483 observations. Essential for pre-inspection readiness, internal audits, and regulatory submission planning.

This guide helps define a complete observability stack for any service. It systematically covers the Four Golden Signals (latency, traffic, errors, saturation), guiding users to define core metrics, set Service Level Objectives (SLOs), configure actionable alerting rules, and structure comprehensive monitoring dashboards. Essential for establishing robust SRE practices and documenting system health standards.

A comprehensive guide for engineering the migration from classical public-key cryptography to quantum-resistant standards. This skill covers building a Cryptographic Bill of Materials (CBOM) to inventory assets, prioritizing migration based on Harvest-Now-Decrypt-Later (HNDL) risk, and deploying hybrid PQC key exchange (e.g., X25519MLKEM768) on critical channels like TLS, VPN, and SSH. Essential for achieving long-term quantum readiness and crypto-agility.

This guide helps authors assess the suitability and optimal framing of their computer animation manuscript for the ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA). It provides strategic advice on required evidence, scope calibration, contribution types (e.g., physics simulation, character motion, crowds), and how to position the work against top-tier CS conference standards. Use this when submitting animation-related research.

A comprehensive pre-submission tool designed to guide authors targeting ACS Nano. It assesses whether a nanoscience or nanotechnology manuscript meets the journal's high standards across scope, method rigor, structural presentation, and conceptual framing. Use this skill to re-frame your work, understand the required evidence (e.g., single-molecule studies, quantitative benchmarks), and ensure optimal fit before official submission.

This comprehensive skill provides in-depth guidance for authors targeting Advanced Materials. It covers journal positioning, scope fit (e.g., soft matter, 2D materials, energy), the required depth of evidence (methodology and characterization), and specific house style rules. Use this to re-frame your manuscript and ensure it meets the high standards for performance claims and scientific rigor expected by top-tier materials journals.

This comprehensive guide provides rigorous standards for advanced materials manuscripts. It mandates that structure–property claims must be validated through multiple, complementary characterization techniques (triangulation). It also details best practices for benchmarking against the state-of-the-art, ensuring reproducibility, and correctly partitioning core information between the main text and supplementary materials.

A comprehensive guide for researchers in electronics and signal processing preparing submissions to Acta Electronica Sinica (AES). It outlines best practices for proactively structuring, documenting, and disclosing research artifacts—including code, datasets, and hardware designs—to maximize the paper's credibility and chances of acceptance, even without mandatory journal badges. Covers anonymization, reproducibility standards, and proper disclosure in the manuscript.

This guide provides comprehensive best practices for ensuring scientific reproducibility in technical papers, particularly for electronics and information processing fields. It covers the critical pillars of documentation: environment setup, data sourcing and preprocessing, full algorithmic disclosure (including pseudo-code and hyperparameters), and robust statistical evaluation. By adopting these standards, authors can transform their work from potentially unverifiable results into credible, verifiable scientific contributions suitable for top-tier journals.

This guide outlines the rigorous standards for evaluating systems research, particularly for top-tier conferences like ATC. It provides detailed instructions on designing reproducible experiments, establishing fair baselines, utilizing realistic workloads, and reporting critical metrics such as tail latency, variance, and resource cost, ensuring the highest level of scientific rigor.

This comprehensive guide helps authors assess the suitability of their manuscript for the Biomaterials journal. It emphasizes the journal's core requirement: dual rigor. A successful submission must integrate thorough materials design and characterization with genuine biological evaluation (in vitro/in vivo), crucially establishing a mechanistic link between material properties and biological outcomes. Use this tool for venue selection, manuscript re-framing, and pre-submission self-assessment against high academic standards.

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.