Processing
Data transformation and parsing
biopython-sequence-analysis
by jaechang-hits
"Biopython toolkit for sequence analysis workflows: parse FASTA/FASTQ/GenBank/GFF with SeqIO, query NCBI databases via Entrez (esearch/efetch/elink), run remote and local BLAST with result parsing, perform pairwise and multiple sequence alignment (PairwiseAligner, MUSCLE/ClustalW), and build/visualize phylogenetic trees (Phylo module). Use for gene family studies, phylogenomics, comparative genomics, and programmatic NCBI pipelines. For PCR design, restriction digestion, and cloning workflows use biopython-molecular-biology; for SAM/BAM alignments use pysam."
scikit-survival-analysis
by jaechang-hits
"Survival analysis and time-to-event modeling with scikit-survival. Cox proportional hazards (standard/elastic net), Random Survival Forests, Gradient Boosting, SVMs for censored data. C-index (Harrell/Uno), Brier score, time-dependent AUC evaluation. Kaplan-Meier, Nelson-Aalen, competing risks. scikit-learn Pipeline/GridSearchCV compatible. For frequentist regression use statsmodels; for Bayesian survival use pymc; for simpler parametric models use lifelines."
dataset-comparer
by dkyazzentwatwa
Compare two datasets to find differences, added/removed rows, changed values. Use for data validation, ETL verification, or tracking changes.
doctor
by ReinaMacCredy
Diagnose and fix Maestro installation issues
Android Architecture
by HoangNguyen0403
Standards for Clean Architecture, Modularization, and Unidirectional Data Flow
findata-toolkit-cn
by Geeksfino
A股金融数据工具包。提供脚本获取A股实时行情、财务指标、董监高增减持、北向资金、宏观经济数据（LPR、CPI/PPI、PMI、社融、M2）。用于需要实时A股市场数据支撑投资分析时。所有数据源免费，无需API密钥。
perf-baseline-manager
by ComposioHQ
"Use when managing perf baselines, consolidating results, or comparing versions. Ensures one baseline JSON per version."
narrative-text-visualization
by antvis
Generate structured narrative text visualizations from data using T8 Syntax. Use when users want to create data interpretation reports, summaries, or structured articles with semantic entity annotations. T8 is designed for unstructured data visualization where T stands for Text and 8 represents a byte of 8 bits, symbolizing deep insights beneath the text.
perf-analyzer
by ComposioHQ
"Use when synthesizing perf findings into evidence-backed recommendations and decisions."
antv-l7
by antvis
Comprehensive guide for AntV L7 geospatial visualization library. Use when users need to: (1) Create interactive maps with WebGL rendering (2) Visualize geographic data (points, lines, polygons, heatmaps) (3) Build location-based data dashboards (4) Add map layers, interactions, or animations (5) Process and display GeoJSON, CSV, or other spatial data (6) Integrate maps with AMap (GaodeMap), Mapbox, Maplibre, or standalone L7 Map (7) Optimize performance for large-scale geographic datasets
docx-processing-lawvable
by lawvable
Programmatically edit Word documents (.docx) with live preview and track changes via SuperDoc VS Code extension. Use when editing DOCX files, making tracked changes, redlining, marking up contracts, or when the user wants to modify Word documents with insertions/deletions visible. Triggers on docx, Word, track changes, redline, markup.
xlsx-processing-openai
by lawvable
"Toolkit for comprehensive Spreadsheet reading, creation, editing, and analysis with visual quality control. Use to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing tabular data, (3) Modifying existing spreadsheets while preserving formulas, (4) Building financial models with proper formatting, (5) Data visualization with in-sheet charts, or any other spreadsheet tasks."
code-philosophy
by kdcokenny
Internal logic and data flow philosophy (The 5 Laws of Elegant Defense). Understand deeply to ensure code guides data naturally and prevents errors.
youtube-to-ebook
by zarazhangrui
Transform YouTube videos into beautifully formatted ebook articles with transcripts
docx
by appautomaton
"Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
sap-btp-master-data-integration
by secondsky
Configures and integrates SAP Master Data Integration (MDI) service on SAP Business Technology Platform. Use when setting up MDI tenants, connecting applications (S/4HANA, SuccessFactors, Ariba, Fieldglass, etc.), configuring distribution models, SOAP APIs for business partners, extensibility, or troubleshooting master data replication. Covers One Domain Model integration, Business Data Orchestration, client authentication (OAuth2, mTLS), and security configurations.
flow-next-plan
by gmickel
Create structured build plans from feature requests or Flow IDs. Use when planning features or designing implementation. Triggers on /flow-next:plan with text descriptions or Flow IDs (fn-1-add-oauth, fn-1-add-oauth.2, or legacy fn-1, fn-1.2, fn-1-xxx, fn-1-xxx.2).
data-processor
by cisco-ai-defense
Process and validate data inputs
audiocut-keyword
by wlzh
音频关键字过滤工具 - 根据关键字配置自动识别并删除音频中的指定内容
portfolio-management-systems
by JoelLewis
"Portfolio management systems (PMS) for RIAs: model portfolios, sleeve-based/UMA management, drift monitoring, rebalancing, held-away aggregation, portfolio accounting, TWR/MWR performance, billing, custodian feeds. Platforms: Orion, Black Diamond, Tamarac, Addepar, Advent/APX."
statistics-fundamentals
by JoelLewis
"Statistical methods for financial data: distributions, covariance matrices, regression, bootstrapping, shrinkage estimators."
write-concept
by leonardomso
Write or review JavaScript concept documentation pages for the 33 JavaScript Concepts project, following strict structure and quality guidelines
Streaming Mindmap Rendering
by SSShooter
Implement real-time streaming mindmap rendering using Mind Elixir in web applications. Supports streaming text parsing and incremental updates.
write-concept
by leonardomso
Write or review JavaScript concept documentation pages for the 33 JavaScript Concepts project, following strict structure and quality guidelines