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pandas
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Handles everyday PDF jobs in Python and on the command line: extract text and tables, merge, split, rotate, watermark, fill forms, encrypt and OCR. | anthropics/ | 180k | 47 repos | ~2k | Automated safety check: Pass | Proprietary | yesterday |
| 2 | Creates, edits and analyzes spreadsheets (.xlsx, .xlsm, .csv, .tsv) with openpyxl and pandas, writing live formulas and recalculating to confirm zero formula errors. | anthropics/ | 180k | 4 repos | ~2.1k | Automated safety check: Pass | Proprietary | yesterday |
| 3 | Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). | poco-ai/ | 1.4k | 6 repos | ~2.1k | Automated safety check: Pass | MIT | 18 days ago |
| 4 | 4.Seaborn Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.7k | 15 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | 5 mo ago |
| 5 | Diagnose and fix ModuleNotFoundError in Nuitka standalone binaries caused by missing implicit imports. | Nuitka/ | 15k | — | ~519 | Automated safety check: Pass | AGPL-3.0 | today |
| 6 | Answers questions from a local knowledge base folder by walking hierarchical index files and searching with grep, pdfplumber and pandas instead of loading whole files. | ConardLi/ | 715 | 2 repos | ~1.7k | Automated safety check: Pass | No licence | 5 mo ago |
| 7 | A skill your agent uses when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. | vemetric/ | 395 | 2 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 8 | 面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求,转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观数据等研究场景。 | zillionare/ | 322 | 2 repos | ~2.3k | Automated safety check: Pass | No licence | today |
| 9 | Creates and edits .xlsx workbooks with real Excel formulas rather than hardcoded computed values, defaulting to exceljs in TypeScript with a static formula-safety check. | pipeshub-ai/ | 3.8k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas. | coffeefuelbump/ | 468 | 2 repos | ~1.4k | Automated safety check: Pass | No licence | 11 mo ago |
| 11 | 11.Chdb SQL A skill your agent uses when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MySQL, MongoDB, ClickHouse… | vemetric/ | 395 | 1 repo | ~1.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 12 | 12.Pandas Pro Handles pandas DataFrame work: cleaning, merging, groupby aggregation, pivots, time-series resampling and memory tuning, with checks on dtypes, shapes and nulls. | Jeffallan/ | 12k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 7 days ago |
| 13 | Builds, edits and cleans Excel workbooks inside BiSheng's code executor using openpyxl, with LibreOffice recalculation and a pre-delivery check. | dataelement/ | 12k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). | cortega26/ | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT | today |
| 15 | Analyze event logs, clickstreams, user paths, product funnels, retention, behavioral segments, transition graphs, step matrices, sequence patterns, and customer journeys using Retentioneering. | retentioneering/ | 927 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 16 | World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. | Raidriar7170/ | 125 | 5 repos | ~1.4k | Automated safety check: Pass | MIT | 15 days ago |
| 17 | Builds, edits, cleans, recalculates and reads Excel workbooks and CSV files with openpyxl and pandas, plus LibreOffice for recalculation and PDF export. | XiaomiMiMo/ | 14k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 18 | Converts a tender document into Markdown, extracts scoring criteria and requirements, then drafts an industry-formatted technical bid as a Word file. | Get00/ | 173 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | 17 days ago |
| 19 | 19.Release Meerschaum release process — bump version, update changelog, stage dev→main PR, run CI, publish to PyPI, tag, GitHub release, build/push Docker images, rebuild docs on prod VPS. | bmeares/ | 154 | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | today |
| 20 | Queries the data warehouse with SQL and answers business questions about data. | astronomer/ | 451 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 21 | 21.Excel Parser Smart Excel/CSV file parsing with intelligent routing based on file complexity analysis. | Harryoung/ | 104 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 22 | Writes statistical analysis code for experimental data, runs it through a four-round review, and reports effect sizes, p-values and confidence intervals. | lingzhi227/ | 390 | — | ~886 | Automated safety check: Pass | No licence | 7 mo ago |
| 23 | 23.XLSX Use this skill any time a spreadsheet file is the primary input or output. | mateaix/ | 1.2k | — | ~1.5k | Automated safety check: Pass | Proprietary | 2 days ago |
| 24 | Build an auditable release-evidence workflow for a desktop or packaged application. | Ali-Marandi/ | 107 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 25 | Runs a math modeling contest pipeline for CUMCM and MCM/ICM entries in Codex CLI, with git checkpoints, verified solver code and human review at each stage. | RealSeaberry/ | 257 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 26 | Reads screenshots of brokerage or portfolio transaction tables, checks the rows for duplicates and prints lines you can paste into your operations file by hand. | guilhermecgs/ | 179 | — | ~1.2k | Automated safety check: Pass | MPL-2.0 | 3 mo ago |
| 27 | Loads, cleans, aggregates and joins tabular data with pandas under a verification rule: every number reported must be one that the code actually printed. | pipeshub-ai/ | 3.8k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | 撰写文笔精炼、富有深度的量化交易博文,论点清晰、证据确凿、叙事层次更加丰富。适用于量化交易博文、因子研究、回测复盘、数据源排查、市场微观结构、策略原理、风险控制、职业观察、量化人物故事等选题。文章将聚焦具体角度,提供详实的大纲、证据规划及成稿,力求内容兼具思想深度与诚实性,而非单纯口号式宣传;同时,通过人物经历、引言、贡献及行业背景的融入,让文章更具可读性和吸引力。 | zillionare/ | 322 | — | ~895 | Automated safety check: Pass | No licence | today |
| 29 | Runs exploratory data analysis on tabular data after you confirm each column's measurement level, then writes CSV tables and a narrative summary. | TyrealQ/ | 108 | — | ~1.1k | Automated safety check: Pass | MIT | 17 days ago |
| 30 | Works with datasets far too big to download or load in pandas — SQL over remote Parquet with DuckDB, aggregate-then-model, iterate on samples. | flyrank-bih/ | 140 | — | ~750 | Automated safety check: Pass | Unknown | 1 mo ago |
| 31 | Extracts pixel, video-frame, speech, music and visual-semantic features from image, video and audio files for research datasets, using local tools or the Gemini API. | TyrealQ/ | 108 | — | ~2k | Automated safety check: Notes | MIT | 17 days ago |
| 32 | 32.Kimi XLSX Specialized utility for advanced manipulation, analysis, and creation of spreadsheet files, including (but not limited to) XLSX, XLSM, CSV formats. | thvroyal/ | 238 | — | ~9.5k | Automated safety check: Pass | No licence | 6 mo ago |
| 33 | instructions for updating and managing project dependencies (including Github actions). | maread99/ | 106 | — | ~2.4k | Automated safety check: Notes | MIT | yesterday |
| 34 | Finds duplicate and junk records in a CRM CSV export with fuzzy matching, normalizes fields and writes a reviewable merge plan plus import-ready files without touching the live CRM. | OneWave-AI/ | 336 | — | ~2.5k | Automated safety check: Pass | MIT | 9 days ago |
| 35 | Modern Python coaching covering language foundations through advanced production patterns. | SpillwaveSolutions/ | 119 | — | ~1.4k | Automated safety check: Notes | MIT | 21 days ago |
| 36 | Bulk reads, multi-page iteration, and analytics over Dataverse data. | microsoft/ | 243 | — | ~4.5k | Automated safety check: Notes | MIT | yesterday |
| 37 | Analyzes uploaded cohort data to compute retention curves and feature adoption trends, builds heatmaps and charts, and suggests qualitative follow-up research. | phuryn/ | 27k | — | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 38 | Builds interactive Vega-Lite charts from uploaded data: analyzes the fields, picks five to ten fitting chart types, and produces a React artifact with the data embedded inline. | oaustegard/ | 150 | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 39 | Processes tabular datasets too large for RAM with Vaex: lazy DataFrames, fast aggregations, big-data plots and ML pipelines over CSV, HDF5, Arrow and Parquet. | davila7/ | 33k | 12 repos | ~1.6k | Automated safety check: Pass | MIT | today |
| 40 | Trains LLMs with reinforcement learning using verl, from ByteDance's Seed team, with GRPO, PPO and other algorithms and swappable training and rollout backends. | Orchestra-Research/ | 13k | 2 repos | ~2.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 41 | Runs differential gene expression analysis on bulk RNA-seq counts with PyDESeq2: design formulas, Wald tests, FDR correction and volcano or MA plots. | davila7/ | 33k | 11 repos | ~4k | Automated safety check: Pass | MIT | today |
| 42 | Creates, edits, cleans and analyzes Excel and CSV files with openpyxl and pandas, recalculating formulas through LibreOffice so files are delivered without formula errors. | agentscope-ai/ | 36k | — | ~1.8k | Automated safety check: Pass | Proprietary | yesterday |
| 43 | Detects Chan theory price structures (fractals, strokes, pivots) and first, second and third buy and sell points from OHLCV bars using the czsc library, in Chinese. | HKUDS/ | 35k | — | ~658 | Automated safety check: Pass | MIT | today |
| 44 | Consolidates BERTopic, LDA or NMF topic output into a theory-driven classification framework and writes the final labels back to an Excel file. | TyrealQ/ | 108 | — | ~1k | Automated safety check: Pass | MIT | 17 days ago |
| 45 | Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. | davila7/ | 33k | 10 repos | ~2k | Automated safety check: Pass | MIT | today |
| 46 | Handles vector geospatial data in Python with GeoPandas: reading shapefiles, GeoJSON and GeoPackage, reprojecting, spatial joins, overlays, clipping and maps. | davila7/ | 33k | 10 repos | ~1.8k | Automated safety check: Pass | MIT | today |
| 47 | Send IM messages to users in batch. An agent skill from Harryoung/efka. | Harryoung/ | 104 | — | ~512 | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 48 | Produces a full business health analysis from sales, finance, inventory and customer CSV files: core KPIs, monthly trends, drill-downs and recommendations. | zj-unicom-ai/ | 360 | — | ~662 | Automated safety check: Pass | MIT | 2 days ago |