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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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 |
| 2 | Convert any data file to another format: CSV, Parquet, JSON, Excel, GeoJSON, and more. | duckdb/ | 604 | 1 repo | ~720 | Automated safety check: Notes | MIT | 5 mo ago |
| 3 | 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 |
| 4 | Read any data file (CSV, JSON, Parquet, Avro, Excel, spatial, SQLite) or remote URL (S3, HTTPS). | duckdb/ | 604 | 1 repo | ~917 | Automated safety check: Notes | MIT | 5 mo ago |
| 5 | 图片理解与数据提取 skill。当图片文件（.png/.jpg/.jpeg/.gif/.webp/.bmp）是主要输入且用户需要理解、提取数据或分析图片内容时使用。提供预配置的 caption 脚本（scripts/caption.py），通过 vision 模型将图片转为文本描述，无需额外配置 API Key。覆盖：(1) 通过 scripts/caption.py… | MichaelYang-lyx/ | 111 | 1 repo | ~2k | Automated safety check: Pass | No licence | 11 days ago |
| 6 | Ingest and transform data files (CSV/JSON/Parquet/Arrow IPC) into Elasticsearch with stream processing and custom transforms. | aspectrr/ | 405 | — | ~684 | Automated safety check: Pass | MIT | 5 mo ago |
| 7 | Validate, resample, and ingest market data for factor mining. | minihellboy/ | 123 | — | ~856 | Automated safety check: Pass | MIT | 11 days ago |
| 8 | Adds a new input format loader (e.g., Parquet, Excel) to the IO readers module. | FabioYanezRomero/ | 103 | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 9 | Excel 数据分析多步编排器。覆盖：(1) 读取多 Sheet Excel 文件并统计行数，(2) 大文件检测（≥10k 行自动 Parquet 优化），(3) 数据清洗（缺失值、文本标准化、无效字符），(4) 条件筛选与分类提取，(5) 跨 Sheet 统计聚合，(6) 导出 Excel/CSV 并提供下载链接。覆盖从数据读取到报告生成全流程，按步骤编排 capability 子… | MichaelYang-lyx/ | 111 | 1 repo | ~2.5k | Automated safety check: Pass | No licence | 11 days ago |
| 10 | Ingest and transform data files (CSV/JSON/Parquet/Arrow IPC) into Elasticsearch with stream processing and custom transforms. | Kilo-Org/ | 190 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 11 | 11.Office XLSX Read, create, and modify Excel workbooks (.xlsx), including data, formulas, formatting, and pandas analysis. | singula-ai/ | 109 | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 10 days ago |
| 12 | A skill your agent uses when a tabular dataset (CSV, Excel, Parquet, Stata, SAS) needs a data dictionary. | Aperivue/ | 331 | — | ~1.1k | Automated safety check: Pass | MIT | 3 days ago |
| 13 | Combines CSV, TSV and Excel files into one verified table with pandas, by stacking or joining, mapping columns, normalizing keys and removing duplicates. | OneWave-AI/ | 328 | — | ~1.6k | Automated safety check: Pass | MIT | 7 days ago |
| 14 | 万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl readonly 流式读取（iterrows 支持 10 万行以上）、Parquet 转换加速、内存优化、分块处理和大文件写入模式。遇到以下任一情况就主动使用本 skill：①数据行数 ≥ 10k（由 sn-da-excel-workflow 的行数评估步骤触发）；②用户出现触发词：大文件 / 大数据量 / 性能优化 /… | MichaelYang-lyx/ | 111 | 1 repo | ~3.1k | Automated safety check: Pass | No licence | 11 days ago |
| 15 | De-identify selected free-text columns in a local CSV, JSONL, or Parquet dataset with OpenMed and produce a separate redacted dataset plus a PHI-free aggregate summary. | maziyarpanahi/ | 5.5k | — | ~760 | Automated safety check: Pass | Apache-2.0 | today |
| 16 | 动态统计Excel总行数，当数据量过大（≥10000行）时自动转换为Parquet格式加速读取，并对指定目标列进行条件筛选、分类汇总与结果导出，适用于超大体积Excel文件的快速读取与统计分析。 | MichaelYang-lyx/ | 111 | 1 repo | ~423 | Automated safety check: Pass | No licence | 11 days ago |
| 17 | 根据文件行数动态切换大文件处理策略（Parquet转换），通过逐行扫描或列匹配提取关键指标并计算占比、均值等统计量，最终输出结构化Excel报告及可视化图表。 | MichaelYang-lyx/ | 111 | 1 repo | ~740 | Automated safety check: Pass | No licence | 11 days ago |
| 18 | A skill your agent uses when the user has a messy tabular data dump (CSV/TSV/parquet/Excel/JSON) and wants it iteratively cleaned to an inferred data contract — a checklist of deterministic… | gaasher/ | 174 | — | ~4k | Automated safety check: Pass | MIT | 3 mo ago |
| 19 | Import structured data into Neo4j — LOAD CSV, CALL IN TRANSACTIONS, neo4j-admin database import full (offline bulk), apoc.load.csv/json, apoc.periodic.iterate, driver batch writes. | neo4j-contrib/ | 114 | — | ~4.9k | Automated safety check: Notes | MIT | 2 days ago |
| 20 | Guide users or agents to the correct MATLAB tool for processing large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF) that may not fit in memory. | matlab/ | 1.1k | — | ~4.6k | Automated safety check: Pass | Unknown | today |
| 21 | 从多Sheet Excel文件中识别指定条件的记录，并将筛选结果以整行标红格式导出为Excel文件，适用于数据清洗、条件筛选与可视化标记场景。 | MichaelYang-lyx/ | 111 | 1 repo | ~570 | Automated safety check: Pass | No licence | 11 days ago |
| 22 | 对多 Sheet 的 Excel 文件进行行数统计、大文件 Parquet 转换预处理、数据清洗及分组聚合分析，并生成带样式标记的统计表与可视化图表。 | MichaelYang-lyx/ | 111 | 1 repo | ~783 | Automated safety check: Pass | No licence | 11 days ago |
| 23 | 根据Excel总行数自动切换Parquet加速读取，计算特定维度的时间序列平均值，并使用openpyxl输出带有条件格式（如低于均值标绿）和自定义样式的分析报告。 | MichaelYang-lyx/ | 111 | 1 repo | ~916 | Automated safety check: Pass | No licence | 11 days ago |
| 24 | 根据数据量自动选择读取策略（大文件转Parquet），提取关键指标进行单位一致性验证与排序分析，并输出可下载的结果表格。 | MichaelYang-lyx/ | 111 | 1 repo | ~502 | Automated safety check: Pass | No licence | 11 days ago |
| 25 | 当Excel文件总行数超过1万行时，通过转换为Parquet格式提升读取性能，提取目标指标并计算最大值，最后将结果输出为Excel并对特定行进行高亮标注。 | MichaelYang-lyx/ | 111 | 1 repo | ~651 | Automated safety check: Pass | No licence | 11 days ago |
| 26 | 读取多 Sheet Excel 文件并统计规模，支持大文件向 Parquet 格式转换、分类数据统计及可视化报告生成. An agent skill from MichaelYang-lyx/AIDABench. | MichaelYang-lyx/ | 111 | 1 repo | ~661 | Automated safety check: Pass | No licence | 11 days ago |
| 27 | 用于读取多工作表Excel文件，动态评估数据量以启用Parquet大文件优化，并执行正则清洗、分类汇总、线性拟合及生成带格式的图表与结果文件。 | MichaelYang-lyx/ | 111 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 11 days ago |
| 28 | 对 Excel 数据进行数值格式标准化与清洗，支持大规模数据的 Parquet 转换流程，并完成关键指标的合计核对与结果文件导出。 | MichaelYang-lyx/ | 111 | 1 repo | ~505 | Automated safety check: Pass | No licence | 11 days ago |
| 29 | 读取多 Sheet Excel 文件，根据数据量动态选择处理策略，支持特定区域数据提取、大文件 Parquet 转换、统计分析及可视化图表生成。 | MichaelYang-lyx/ | 111 | 1 repo | ~840 | Automated safety check: Pass | No licence | 11 days ago |
| 30 | A skill your agent uses when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values in datasets. | benchflow-ai/ | 1.8k | — | ~455 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 31 | 31.PDF ALWAYS use this skill instead of the Read tool for PDF files. | benchflow-ai/ | 1.8k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 32 | 32.XLSX Parsing Read Microsoft Excel (.xlsx) files robustly with openpyxl (or pandas). | benchflow-ai/ | 1.8k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 33 | Read or write data files in MATLAB. An agent skill from matlab/matlab-agentic-toolkit. | matlab/ | 1.1k | — | ~3.6k | Automated safety check: Pass | Unknown | today |
| 34 | Load when normalising a feature × sample metabolomics CSV via median, quantile, total (sum), PQN (probabilistic quotient), or log methods — emits a normalised wide-form table. | TianGzlab/ | 161 | — | ~836 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 35 | Load when ingesting a MaxQuant proteinGroups.txt, FragPipe combinedprotein.tsv, DIA-NN report, or generic CSV / TSV protein-quantification table — normalises columns to a standard schema, emits… | TianGzlab/ | 161 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 36 | CSV数据分析技能。使用Python和pandas分析CSV文件，生成统计摘要和快速可视化图表。当用户上传或提到CSV文件、需要分析表格数据时自动使用。 | zrt-ai-lab/ | 287 | — | ~577 | Automated safety check: Pass | No licence | 2 mo ago |
| 37 | A skill your agent uses when a raw table is too dirty to trust — nulls, sentinels, duplicate rows, category sprawl, mixed types, bad dates — and you need a re-runnable clean() plus a schema gate… | ericrisco/ | 174 | — | ~3.6k | Automated safety check: Pass | MIT | yesterday |
| 38 | 用于大规模Excel数据的预处理，通过统计总行数判断是否转换为Parquet格式以提升读写效率，并使用正则表达式清洗指定文本列（如仅保留中文字符），最后导出清洗后的文件并提供下载链接。 | MichaelYang-lyx/ | 111 | 1 repo | ~410 | Automated safety check: Pass | No licence | 11 days ago |
| 39 | 39.Codebook Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics. | brycewang-stanford/ | 4.5k | — | ~527 | Automated safety check: Notes | Unknown | 3 days ago |
| 40 | 40.Duckdb En DuckDB CLI specialist for SQL analysis, data processing and file conversion. | aAAaqwq/ | 105 | 1 repo | ~1.6k | Automated safety check: Pass | MIT | today |
| 41 | A skill your agent uses when working with structured data files (CSV, JSON, YAML, TOML, Parquet) — querying, transforming, filtering, aggregating, or converting between formats | jeremylongshore/ | 2.8k | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 42 | Query and analyze structured CSV datasets on critical minerals production, trade, and supply chains | lamm-mit/ | 244 | — | ~730 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
