GitHub
hash-calculator
Calculate cryptographic hashes (MD5, SHA1, SHA256, SHA512) for text and files. Compare hashes, verify integrity, and batch process directories.
☆ 14查看技能
tools scientific computing AI 技能
发现 tools scientific computing 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: tools scientific computing
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GitHub
statistical-analyzer
Perform statistical hypothesis testing, regression analysis, ANOVA, and t-tests with plain-English interpretations and visualizations.
☆ 14查看技能
GitHub
outlier-detective
Detect anomalies and outliers in datasets using statistical and ML methods. Use for data cleaning, fraud detection, or quality control analysis.
☆ 14查看技能
GitHub
research
Research topics by verifying actual source content. Use when asked to research or study links and documentation.
☆ 13查看技能
GitHub
analyze-equations
Parse and interpret mathematical equations from research papers. Use when extracting formulas for implementation.
☆ 13查看技能
GitHub
agent-research-analyst
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation. Masters research methodologies, data analysis, and report creation with focus on delivering action...
☆ 13查看技能
GitHub
gcell-pathway
Pathway enrichment analysis using gcell. Use this skill when users ask about: - Gene set enrichment analysis - GO (Gene Ontology) enrichment - KEGG pathway analysis - Reactome pathway enrichment - Custom pathwa...
☆ 12查看技能
GitHub
gcell-chipatlas
ChIP-Atlas epigenome data query using gcell. Use this skill when users ask about: - Finding ChIP-seq, ATAC-seq, or DNase-seq experiments - Searching for transcription factor binding data - Finding histone modif...
☆ 12查看技能
GitHub
gcell-gene
Gene annotations and TSS analysis using gcell. Use this skill when users ask about: - GENCODE gene annotations - Transcription start sites (TSS) - Gene coordinates and metadata - Transcript information - Queryi...
☆ 12查看技能
GitHub
gcell-celltype
Cell type regulatory analysis using gcell. Use this skill when users ask about: - Loading pre-inferred cell types (GET model outputs) - Gene-by-motif matrices showing TF influence on genes - Gene Jacobian analy...
☆ 12查看技能
GitHub
gcell-causal
Causal network analysis using gcell. Use this skill when users ask about: - Inferring causal relationships from expression data - LiNGAM causal discovery algorithm - Regulatory network construction - Visualizin...
☆ 12查看技能
GitHub
gcell-protein
Protein structure and interaction analysis using gcell. Use this skill when users ask about: - Protein sequences from gene names - AlphaFold2 structure predictions and pLDDT scores - UniProt protein information...
☆ 12查看技能
GitHub
m4-research
Start a structured clinical research session. Triggers on "/research", "start research", "new study", "analyze cohort", "investigate hypothesis", "research question", or when users describe clinical research go...
☆ 12查看技能
GitHub
clinical-research-pitfalls
Avoid common methodological mistakes in clinical research with MIMIC-IV and eICU databases. Covers immortal time bias, information leakage, selection bias, and other critical pitfalls.
☆ 12查看技能
GitHub
suspicion-of-infection
Identify suspected infection events in MIMIC-IV using antibiotic administration plus culture timing. Use as a component of Sepsis-3 definition or for infection research.
☆ 12查看技能
GitHub
m4-api
Use the M4 Python API to query clinical datasets (MIMIC-IV, eICU) programmatically. Triggers on "M4 API", "query MIMIC with Python", "clinical data analysis", "EHR data", "execute SQL on MIMIC", or when writing...
☆ 12查看技能
GitHub
mimic-eicu-mapping
Map equivalent concepts between MIMIC-IV and eICU databases. Use for multi-database studies, external validation, or understanding structural differences between databases.
☆ 12查看技能
GitHub
skill-researcher
Conduct general research using web search, documentation, and codebase exploration. Invoke for non-Lean research tasks.
☆ 12查看技能
GitHub
skill-python-research
Research Python/Z3 patterns and APIs for semantic theory development. Invoke for Python-language research tasks.
☆ 12查看技能
GitHub
checking-chembl-for-structured-sar-data
Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data
☆ 12查看技能
GitHub
subagent-driven-literature-review
Use parallel subagents for large-scale paper screening and deep dive analysis
☆ 12查看技能
GitHub
sampler
Launch and manage D3 (DNA Discrete Diffusion) sampling experiments on SLURM clusters. This skill handles job submission, WandB tracking, and result management for genomic datasets (LentiMPRA, DeepSTARR, Promote...
☆ 11查看技能
GitHub
research-patterns
Research methodology and best practices for finding existing patterns
☆ 10查看技能
GitHub
text-analyst
Computational text analysis for sociology research using R or Python. Guides you through topic models, sentiment analysis, classification, and embeddings with systematic validation. Supports both traditional (L...
☆ 10查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。