Skill UI

This guide addresses critical LangGraph streaming pitfalls, including state overdraw, proxy buffering issues (Nginx, Cloud Run), and excessive event noise. It provides a production-grade pattern for implementing robust SSE/WebSocket endpoints using FastAPI. Learn how to correctly select the `stream_mode` (messages, updates, values) and implement server-side event filtering to reliably build live-token chat UIs and perform comprehensive state visualization.

This advanced skill is an end-to-end tool for transforming complex research topics into professional, visualized knowledge graph PDFs. It automatically conducts multi-round web searches, extracts key entities, structures related knowledge, and designs the optimal visualization (supporting Graphviz, PlantUML, etc.). Ideal for deep academic analysis, mapping character relationships, or visualizing complex technical architectures where existing structured data is unavailable.

Generates sophisticated, editorial-grade data visualizations inspired by major news publications like The New York Times. Ideal for presenting complex data (CSV/JSON) or key conclusions as single frames or animations for video explainers, social media posts, or data reports. Features clean design, specific typography, and staggered reveal animations.

This skill provides comprehensive strategic guidance for authors targeting ACM SIGGRAPH Asia. It helps assess a computer graphics manuscript's fit, required evidence (visualization, ablations, datasets), and structural positioning to meet the high novelty bar of this flagship venue. Use it for venue selection, manuscript re-framing, and developing a robust submission strategy against close competitors like SIGGRAPH or Eurographics.

A comprehensive guide for creating self-contained, accessible, and budget-compliant scientific exhibits (figures, tables, and maps) for manuscripts, particularly in conservation biology. It covers best practices for data visualization, adhering to journal standards, ensuring accessibility (e.g., grayscale compatibility), and masking sensitive geographical data.

A specialized skill for positioning computer graphics manuscripts for the Eurographics conference. It guides authors on framing their contribution, structuring technical evidence, and aligning the work with specialized European graphics research themes (e.g., rendering, visualization, geometry processing) to maximize acceptance chances and ensure precise scholarly focus.

This guide assists researchers in validating if their proposed topic aligns with the scope of the Journal of Computer-Aided Design & Computer Graphics (JCAD&CG). It systematically checks the core contribution, focusing on graphics, geometry, visualization, VR/AR, and CAD/CAE techniques, helping authors ensure sufficient technical increment and preventing rejection due to scope mismatch.

A comprehensive pre-submission audit checklist designed for high-quality technical papers in Computer Graphics, CAD, and Visualization. It guides authors through rigorous standards, covering formatting requirements (20-word title, structured abstracts), mandatory academic components (Chinese/English abstracts, TP classification), ethical guidelines (plagiarism, double-submission), and specific technical details (vector graphics, error maps) required by top-tier Chinese academic journals.

A comprehensive guide for authors designing figures and tables for Nature Geoscience manuscripts. It outlines strict rules for adhering to a limited figure budget (4-6 display items), ensuring the lead figure immediately conveys the core Earth-system advance and its uncertainty, and maintaining high standards of cartography and data visualization for non-specialist readership.

This skill provides comprehensive guidance for positioning computer graphics, visualization, and geometric computing manuscripts for the Pacific Graphics conference. It covers conference fit evaluation, necessary framing adjustments, evidence bar construction, and strategic advice for maximizing submission success in the Asia-Pacific visual computing domain. Ideal for authors needing to refine their paper's focus for a selective CS venue.

A comprehensive guide for structuring research papers, particularly in computer graphics and visualization fields (like SIGGRAPH). It dictates how to match technical claims (e.g., 'higher quality,' 'faster') to verifiable evidence, including head-to-head comparisons against State-of-the-Art (SOTA), detailed metric reporting (PSNR, SSIM, Hausdorff), performance timing linked to specific hardware, and robust user studies. Essential for achieving academic rigor and pre-empting domain reviewer objections.

This skill assists researchers in strategically positioning their computer graphics and visualization research. It evaluates whether a contribution is truly "graphics-shaped" (demanding visual results and advancing graphics axes) and recommends the optimal venue (e.g., SIGGRAPH, CVPR, CHI, EGSR) and submission track (Dual-track or Journal-only) based on the nature and maturity of the work. It provides a crucial, high-leverage decision framework before committing to a submission.