Skill UI

This skill generates a comprehensive issue report on the current challenges, limitations, and open problems within Japanese Natural Language Processing (NLP) for a specified topic. By combining knowledge from a curated local dataset with real-time web search, it provides a deep dive into ongoing research gaps, evaluating the state-of-the-art and recommending areas for future work.

A specialized tool for clinical researchers to develop a comprehensive, strategic NIH funding roadmap. By taking inputs like research ideas, career stage, and preliminary data, it performs a multi-faceted positioning analysis, maps the research to relevant NIH institutes using RePORTER, and generates an editable Word document. This document includes mechanism recommendations, submission timelines, and mandatory program officer advice, guiding the entire grant application lifecycle.

A specialized intelligence tool for comprehensive patent prior-art and landscape analysis. Unlike generic searches, this skill forces commitment to one of five critical sub-use-cases (Novelty Search, Freedom-to-Operate, Competitive Landscape, etc.) before conducting searches across major patent databases (Google Patents, Espacenet, USPTO). It outputs a detailed, editable report containing claim-aware analysis, risk flags, and strategic recommendations.

Pulse is an advanced research skill designed to synthesize the current conversation surrounding any topic. It aggregates data from multiple sources—including Reddit, Hacker News, the open web, and X/Twitter—within a specified time window. By forcing the user to define specificity, angle (trend, sentiment, problems), and scope, it delivers a highly structured briefing complete with citations and cross-platform pattern analysis. Ideal for competitive intelligence, market trend discovery, and deep audience sentiment analysis.

This skill serves as a sophisticated research orchestrator, functioning as a hybrid router. It deterministically classifies complex user queries and routes them either to specialized domain modules (e.g., trend analysis, academic literature review, patent search, or entity dossiers) or executes a robust fallback general search workflow. The system always maintains transparency regarding the routing decision, yielding comprehensive, cited reports in markdown or .docx format.

Designed for commercial leaders (Head of Commercial, RevOps, VP Sales) conducting quarterly channel reviews. This skill calculates the fully-loaded cost-to-serve per channel, determines the ROI using Cash, LTV, and Marginal lenses, and optimizes the channel mix subject to strategic constraints. It provides actionable verdicts (DOUBLE-DOWN / MAINTAIN / DEFUND / EXIT) and identifies the diminishing-returns inflection point, helping validate true channel profitability beyond surface metrics.

This skill guides commercial, product, and marketing teams through the strategic pricing design process. It helps select optimal pricing models (e.g., usage-based, freemium), validates acceptable price ranges using Van Westendorp PSM analysis on WTP data, and structures product tiers (Good/Better/Best). It provides a model and a range, guiding the human decision-maker for GTM launch or revision.

This skill enables internal operations leaders to document complex end-to-end business processes using BPMN-style notation. It moves beyond simple visualization by applying deterministic Lean/Six Sigma principles to quantify efficiency. Key outputs include cycle-time analysis (P50, P90), value-add ratio calculation, and a ranked list of critical bottlenecks, providing actionable insights for optimizing core business workflows.

This skill provides a comprehensive, reproducible workflow for performing matched tumor-normal analysis using nf-core/pacsomatic. It manages the entire computational lifecycle, including input validation, generating pacsomatic-compliant samplesheets, creating Nextflow launch artifacts, executing locally, or submitting to specialized schedulers (Slurm, LSF). It is essential for dry-run checks and troubleshooting complex bioinformatics pipeline failures.

This skill orchestrates a complete, reproducible pipeline for bulk RNA-seq differential expression analysis. It guides users from raw FASTQ reads through QC, trimming, alignment (STAR/Salmon), quantification, generating a gene-level counts matrix, and concluding with differential expression analysis (DESeq2) and pathway enrichment. It ensures statistical soundness and reproducibility by connecting dedicated tools and enforcing proper experimental design.

The official skill collection for Longbridge Securities, offering over 125 agent skills. It provides comprehensive financial analysis across multiple markets (HK, US, A-share, SG), including real-time quotes, advanced charting, company fundamentals, portfolio management, and options analysis. Supports trilingual interaction (Simplified/Traditional Chinese/English), making it an essential resource for global investors and financial analysts.

This skill performs advanced pathway and gene-set enrichment analysis crucial for interpreting gene lists (e.g., DE genes, screen hits). It distinguishes between Over-Representation Analysis (ORA) for thresholded lists and Gene Set Enrichment Analysis (GSEA) for full ranked lists. Supports scoring pathway activity (ssGSEA/GSVA) and utilizes major databases like GO, KEGG, Reactome, and MSigDB for comprehensive biological interpretation, ensuring publication-ready results.