Agent skills

Data & Analytics skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 62,644codex 9,699cursor 6,852copilot 2,269windsurf 126cline 82
CategoryWorkflow & Productivity 11,684AI & Agents 4,965Data & Analytics 4,693Code Review & Quality 2,936Security 2,762Backend & API 2,480Design & Presentation 2,329Documentation 2,157Content & Marketing 2,001Testing & QA 1,723DevOps & Cloud 1,266Databases 1,124Frontend 1,015Business & Finance 706Media & Video 507Other 21,420
4,693 found
4,1774,224 · page 88 / 98
Python скрипт для очистки CSV и подготовки к импорту в PostgreSQLСоздает Python скрипт с использованием pandas для чтения CSV файла с кодировкой cp1251, очистки процентных значений (замена…ECNU-ICALKpython-dataviz-guidePublication-quality data visualization with matplotlib, seaborn, and plotlybrycewang-stanfordPython停车数据分析与处理针对包含特定字段(如车牌号、应付金额、进出时间等)的停车数据DataFrame,执行筛选、统计、比率计算及模糊匹配等操作。ECNU-ICALKPython柱状图代码生成根据用户需求生成Python代码,用于读取CSV或Excel文件中的名称和数量列,绘制柱状图并保存为JPG格式。ECNU-ICALKPython Excel Consolidation with Multi-row Headers and SplittingDevelop a Python script using pandas to load multiple Excel files from a directory, flatten multi-row headers, remove specific…ECNU-ICALKPython Excel数据统计与饼状图绘制读取Excel指定列的非空字符串数据,统计各元素数量,绘制饼状图,并在图中显示数量及括号内的占比,代码中不包含中文字符。ECNU-ICALKPython批量修改Excel文件(含中文支持)编写Python代码遍历指定文件夹下的所有Excel文件,对所有工作表执行删除指定行或替换单元格值的操作,并确保正确处理中文字符。ECNU-ICALKPython Excel分组去重处理空值使用Python Pandas对Excel文件中指定列进行分组去重,当目标列值为空(NaN)时不执行去重操作。ECNU-ICALKpython_excel_stats_pie_chart_to_wordGenerates Python code to read Excel columns, count string frequencies, create a labeled pie chart, and embed it into a Word…ECNU-ICALKPython Image Caption Dataset ManagerA Python module to load images and associated caption files from a directory, filter them using specific wildcard and…ECNU-ICALKPython Image Dataset Loader and Caption FilterA Python module to load images and associated caption files from a directory, filter images based on caption text patterns with…ECNU-ICALKPython JSON 教育经历排序解析包含教育经历的JSON字符串,并根据<TOKEN>和education_level字段对列表进行排序,支持正序和倒序。ECNU-ICALKPython JWT Authenticated POST RequestPerform a two-step API interaction in Python: first authenticate by sending login credentials to retrieve a JWT token, then use…ECNU-ICALKpython_mplfinance_kline_with_predictions使用mplfinance库从CSV或对象列表生成K线图,支持预测标记(>0.5)、自定义样式、成交量处理及图片保存。ECNU-ICALKPython Pandas Conditional Column TransformationA skill to conditionally update a target column in a pandas DataFrame based on a reference column and specific string matching…ECNU-ICALKPython Pandas 实验数据宽表转长表转换根据指定的行切片规则和列映射,将源DataFrame(df_sub)的列数据转换为长格式DataFrame,包含sub_id、trial、start_time、end_time等字段。ECNU-ICALKPython Panel Data Regression AnalysisPerform logistic and fixed-effects panel regression analysis on financial data, including data cleaning, correlation analysis…ECNU-ICALKpython_plotting_chinese_twinx_pandasAdvanced Python visualization expert supporting Pandas DataFrames and raw data. Handles dynamic single/dual-axis plotting…ECNU-ICALKPython Regex Number Extraction (Non-negative, Range-aware)Extracts integers and floats from strings using Python regex, treating hyphens as separators (not negative signs) and handling…ECNU-ICALKPython REPL with GPT prompt functionSimulates a Python REPL environment that executes code silently and supports a custom `prompt()` function to access GPT…ECNU-ICALKPython Roulette Color Probability PredictionGenerate Python code using machine learning to predict the probability of specific colors (red, purple, yellow) in a roulette…ECNU-ICALKPython script to merge CSVs to Excel with row/column removalGenerates a Python script using pandas to load multiple UTF-8 CSV files from a folder, remove specific columns and the last row…ECNU-ICALKPython script to split CSV first column using pandasGenerates a Python script using pandas to iterate through CSV files in a directory, split the first column into multiple columns…ECNU-ICALKpython_tkinter_ccsds_packet_viewerGenerates a Python GUI application using Tkinter to load and display CCSDS packet files. The application features a file menu for…ECNU-ICALKPython Tkinter CCSDS Packet ViewerCreate a Python GUI using Tkinter to read and display CCSDS packet data from a file. The GUI must include a menu bar for file…ECNU-ICALKpython_tkinter_gui_generator生成可执行的Python Tkinter GUI代码,涵盖基础界面布局、控件交互、Excel数据校验重试逻辑以及非阻塞计时器开发。ECNU-ICALKPython Tkinter Treeview Excel交互式表格查看器使用Python Tkinter Treeview组件读取Excel文件,实现点击列头排序、添加动态行序号、双击单元格弹窗显示内容以及自定义列宽的功能。ECNU-ICALKPython Trading Signal Generator (No TA-Lib)Generates a Python function `signal_generator` that uses pandas for EMA/SMA and candlestick analysis to produce Buy/Sell signals…ECNU-ICALKPython Trend Analysis Code GeneratorGenerates Python code for token trend analysis using pandas, adhering to a specific structure where signals are appended to an…ECNU-ICALKPyTorch 3D Diffusion Model with Filename-Prompt MappingDevelop a PyTorch-based simple diffusion neural network to generate 16x16x16 matrices. The implementation must include a custom…ECNU-ICALKPyTorch 3D Diffusion Model with Raw File I/OImplement a simple PyTorch diffusion neural network to generate 16x16x16 matrices based on text prompts derived from filenames…ECNU-ICALKPyTorch Classification for Variable-Length 1D ArraysA skill to classify samples from two lists of variable-length 1D arrays using PyTorch. It includes specific preprocessing rules…ECNU-ICALKPyTorch CNN Image Classification ImplementationImplement a CNN image classifier in PyTorch with specific architectural constraints (6 conv layers, residual connections)…ECNU-ICALKPyTorch Dataset Chunking for RNN TrainingModifies PyTorch data preparation scripts for RNN/LSTM models to limit the dataset size by dividing it into chunks controlled by…ECNU-ICALKPyTorch Hard Negative Mining and Triplet Loss with Multi-Positive SupportImplements PyTorch functions for hard negative mining and triplet loss calculation using cosine similarity, specifically handling…ECNU-ICALKPyTorch MoE vs Single Model Comparison on Linear EquationsImplement a PyTorch script to generate synthetic linear equation data (ax + b = c), train and compare Mixture of Experts (LSTM…ECNU-ICALKpytorch-patternsPyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model…mturacPyTorch RNN Dataset Chunking ConfigurationModifies the data preparation phase of a PyTorch RNN/LSTM training script to limit the dataset size by dividing it into chunks.…ECNU-ICALKPyTorch Text Generation Feature Pack: Checkpointing, Beam Search, and Interactive CLIImplements model checkpointing during training, beam search decoding for improved text generation, an interactive command-line…ECNU-ICALKPyTorch Transformer Text Classification PipelineProvides a complete end-to-end workflow for text classification using a PyTorch Transformer model. It includes automatic…ECNU-ICALKPyTorch Triplet Loss with Multiple Positives and Hard NegativesImplements PyTorch functions for hard negative mining and triplet loss using cosine similarity logits and binary masks…ECNU-ICALKqdrant-version-upgradeGuidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data…githubqe-data-analysisUse when executing or auditing the quantitative core of a Quantitative Economics (QE) manuscript — estimation (structural/GMM/MSM…brycewang-stanfordqe-replication-and-data-policyUse to assemble a Quantitative Economics (QE) replication package that passes the Econometric Society Data Editor's…brycewang-stanfordqe-review-processUse to understand and plan around the Quantitative Economics (QE) editorial timeline — desk-reject risk, external refereeing…brycewang-stanfordqje-replication-packageUse when assembling the data and code replication package for a Quarterly Journal of Economics (QJE) manuscript — required for…brycewang-stanfordqlik_sense_join_calculate_duration_hoursJoins two tables in Qlik Sense using a common key and calculates the average exception time in hours, handling specific date…ECNU-ICALKqliksense_join_filter_date_calcGenerates Qlik Sense scripts to join tables with status filters, handle specific date formats, and perform logic such as max…ECNU-ICALK
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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