Skill UI

This skill helps discover natural groupings within a large collection of semantic embeddings using the `ruvector` tool. It employs graph-based algorithms (Spectral/Louvain) to cluster code or data, revealing underlying themes, identifying outliers, and organizing vast vector sets. Ideal for analyzing codebases or large datasets to understand relationships between entries.

This tool suite provides functionality to interact with a community gallery for WebAssembly (WASM) agents. Users can browse available agents, search for specific functionalities, install pre-built agents, publish their own creations, and export agents for packaging. It streamlines the process of sharing and utilizing modular WASM components.

This guide helps authors audit the novelty and eligibility of multiagent system research for submission to AAMAS. It provides comprehensive advice on positioning the work against literature spanning multiple top-tier venues (e.g., NeurIPS, ICML, AAAI, EC, JAAMAS), integrating concepts from multiagent RL, game theory, and social choice. It ensures submissions are positioned accurately compared to the broader academic community, maximizing impact and minimizing rejection risk.

A comprehensive tool for authors targeting the ACM Asia Conference on Computer and Communications Security (ASIACCS). It provides expert guidance on assessing whether a computer and communications security manuscript is a strong fit for this specific, high-impact venue. Topics covered include conference fit assessment, evidence bar establishment, manuscript re-framing strategies, threat modeling, and proper community positioning for maximum review impact.

This guide helps researchers strategically position their manuscripts for top-tier venues like ACM DIS. It provides deep insight into the required scope, contribution types (e.g., design artifacts, methods, theory), evidence standards (e.g., controlled study, field deployment), and necessary framing adjustments to ensure the work aligns perfectly with the conference's community expectations. Use this tool for venue selection, manuscript re-framing, and submission strategy.

This guide provides authors with a comprehensive framework for positioning technical manuscripts for the ACM Interactive Surfaces and Spaces (ISS) conference. It covers essential areas like defining scope, aligning hardware evidence with interaction techniques, optimizing the narrative structure, and understanding the specific community expectations for spatial and tangible computing.

A comprehensive guide for authors targeting ACM SIGACCESS Conference on Computers and Accessibility (ASSETS). This skill helps determine manuscript fit, provides strategies for re-framing work from other disciplines (e.g., journal or arXiv style), and details the required evidence (e.g., community-grounded framing, ethical evaluation) needed to succeed in this specialized venue. Use it for venue selection, scope calibration, and submission readiness checks for accessible technology research.

This skill serves as a comprehensive guide for authors submitting manuscripts to highly selective pure mathematics journals like Acta Mathematica. It assesses the work's significance, intellectual fit, required level of rigor, structural integrity, and adherence to top-tier academic standards, ensuring the research is ready for the global mathematical research community.

This guide outlines the process for converting accepted academic research tools and data into highly polished, reproducible, and reusable packages for the ASE Artifact Evaluation track. Learn how to meet the criteria for earning 'Artifacts Available' (DOI archiving) and 'Artifacts Reusable' badges, ensuring your work is durable and accessible to the wider research community.

This skill helps researchers determine if their scientific contribution—whether it is primary research, a major synthesis, a field-campaign overview, or a community essay—is best suited for the Bulletin of the American Meteorological Society (BAMS). It guides the author on the specific scope, required level of synthesis, and community significance expected by BAMS, helping to re-frame narrow technical results for a broad, interdisciplinary audience across atmospheric, oceanic, and hydrologic sciences.

A comprehensive guide detailing best practices for achieving research transparency and reproducibility, especially for HCI and related scientific studies. It outlines three critical layers of documentation—Protocol, Analysis, and Data—to ensure that studies can be reliably verified and built upon by the academic community.

This guide helps researchers assess if their work correctly spans the tri-community area of Information Retrieval, Data Mining, and Knowledge Management. It provides a detailed framework for comparing CIKM against major academic venues like SIGIR, KDD, WSDM, and SIGMOD/VLDB, ensuring the paper's scope is optimally matched to the target conference.