Scan to join WeChat groupBrowse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
当用户搜索或询问大众点评本地搜索曝光内容、点评、大众点评商家、点评商家版、点评推广、本地生活营销、门店推广、餐饮火锅奶茶美容健身酒店民宿家政维修等实体商家获客时使用。围绕品类词、商圈词、场景词与真实门店内容的匹配方案，交付页面与内容策略、图片清单、短视频分镜、渠道承接和复盘指标，并通过AI-HIVE完成模型查询、参考素材上传、价格快照、成本/速度/成功率路由、任务轮询和结果下载。平台规则与功能以当…
Audit a manuscript or technical write-up before editing and produce a prioritized evidence-linked patch plan.
Use this skill whenever a session will touch a scientific-computing codebase (numerical methods, PDE solvers, inverse problems, OED, UQ, scientific ML, or any code that produces numbers) in Python, Ju…
Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes.
Gene set enrichment and over-representation analysis using clusterProfiler, gseapy, or fgsea, with GO, KEGG, and Reactome pathway databases.
Alignment-free transcript-level quantification using Salmon or kallisto for fast and accurate RNA-seq expression estimates.
Specialized workflows for drafting, refining, and responding to academic literature reviews and peer review feedback. Use this skill for literature review outlines, research-gap synthesis, reviewer re…
Marker-based and reference-based cell type annotation of single-cell RNA-seq clusters using SingleR, Azimuth, or manual curation.
当用户搜索或询问大众点评节日到店活动营销、点评、大众点评商家、点评商家版、点评推广、本地生活营销、门店推广、餐饮火锅奶茶美容健身酒店民宿家政维修等实体商家获客时使用。围绕节点主题、活动页图片、短视频、团购和线下执行，交付页面与内容策略、图片清单、短视频分镜、渠道承接和复盘指标，并通过AI-HIVE完成模型查询、参考素材上传、价格快照、成本/速度/成功率路由、任务轮询和结果下载。平台规则与功能以当前…
Read the .research/ manifest files at a project root and produce a single orientation memo (research question, datasets, current stage, key entrypoints, evidence artifacts, open questions). Use when t…
Organizes biomedical figures, analyses, and result blocks into a clear Results section structure with disciplined narrative ordering and evidence-aware presentation.
RNA-seq-specific alignment quality assessment using RSeQC and Qualimap for gene body coverage, strandedness, and rRNA contamination.
Splice-aware alignment of RNA-seq reads to a reference genome using STAR or HISAT2.
Use natural language to prepare, run, and interpret standalone rpsblast, rpstblastn, and rpsbproc workflows against NCBI CDD assets.
Writing senior-level documentation for scientific software. Covers NumPy/Google docstring styles, type hints as documentation, README structure for research tools, Sphinx vs MkDocs setup, API referenc…
Generate feature-barcode count matrices from raw scRNA-seq FASTQ files using Cell Ranger, STARsolo, or alevin-fry.
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Writes the full Results section of a biomedical manuscript from a sufficiently clear result structure, figure inventory, or analysis summary while preserving evidence boundaries and result hierarchy.
Statistical differential expression analysis using DESeq2 or edgeR in R, with support for count matrix or tximport input.
Generate gene-level read count matrices from aligned BAMs using featureCounts or HTSeq-count.
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This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask …
Normalization, highly variable gene selection, PCA, UMAP, and Leiden/Louvain clustering of single-cell RNA-seq data.