Create academic and executive scientific briefing slide outlines or finished PPTX decks from summaries, proposals, progress reports, or user-provided templates. Use when the deliverable is a leadership-facing or expert-facing presentation in Chinese or bilingual form, especially for PI / academician / reviewer briefings, direct “输出PPT” requests, template-derived deck generation, JSON-first briefing workflows, or template-constrained PPTX rewriting.
为科研、课题、基金、申报或项目管理场景撰写和压缩中文项目概述、项目描述、项目说明、摘要与简介。适用于有严格字数上限、固定格式（markdown/单段/分段）、学术表述要求，或需要从零散项目信息中提炼核心内容的任务。
Umbrella skill for research-grounded worldbuilding and narrative analysis using anthropology, geography, history, narratology, and psychology. Use for fictional societies, settings, cultures, maps, historical consistency, character psychology, rituals, social systems, story structure, or realism checks grounded in academic methods.
Skilled in academic writing and paper revision
Operate and troubleshoot the local AI-Scientist-v2 / AI Scientist Cloud project at /home/qiao/dockerai/AI-Scientist-v2. Use when the user asks to run AI-Scientist-v2, generate or manage research ideas, launch BFTS paper-generation experiments, configure OpenAI/Semantic Scholar keys, use the Streamlit AI Scientist Cloud console, inspect experiment outputs/logs/PDFs/reviews, debug this project’s launcher/web app/configuration, or run paper queries/citation searches that should use the s2-api skill with S2_API_KEY from /home/qiao/dockerai/AI-Scientist-v2/.env.
Retrieve and analyze AlphaFold predicted structures for a protein. Use when the user provides a specific UniProt Accession ID and wants structural confidence metrics (pLDDT), domain boundary analysis, or disorder assessment. Do not use if the user only has a protein name, gene name, or amino acid sequence — ask for a UniProt ID first.
Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.
Analyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), and transcription factors using the AlphaGenome API. Use when the user asks about non-coding variant effects, pathogenicity, clinical significance, disease associations, functional effects, gene expression changes, splicing disruption, or regulatory effects in promoters and enhancers. Also use for resolving biological terms to tissue/cell-type ontologies (UBERON/CL) or analyzing variants in chr:pos:ref>alt format.