“datasets”

Replay a workflow HDF5 episode through its original Scene.

Record demonstrations through a workflow's teleop Task into workflow HDF5.

Diagnose, reset and reconcile dataset indexes and storage layouts.

Multi-source ML dataset discovery.

Grade or filter workflow HDF5 episodes with an OpenAI-compatible vision model.

Routes tasks for discovering NLP datasets in the CLUEDatasetSearch catalogue, including Chinese NLP classification, QA, matching, NER, generation…

搜索和爬取网络上数据集相关信息，包括开源数据集、企业数据集发布、高质量数据集参评等。提取数据集名称、内容介绍、所属企业名称（简称自动扩展为全称），标记高质量数据集，生成结构化报告。用于：1) 搜索最新的数据集资源，2) 追踪企业数据集动态，3) 发现开源数据集链接，4) 每周生成数据集增量报告。

Marry multiple uploaded files into one canonical dataset.

Audits a tabular dataset before training or evaluation for exact duplicate rows across train/test, the same subject, patient, cell line or sensor appearing in…

Use when managing AgentClash datasets via CLI — create versions, import/export examples, run evals, CI gates, synthetic generation, trace import, candidate…

Shared instructions for the explain-dataset skill.

Perform deep analysis on large and complex datasets

Audit Ultralytics YOLO detection datasets before training.

Generate an Abaqus FEA training dataset for surrogate / ML models.

Run comprehensive quality checks on tabular data (CSV/Excel/TSV/JSON), detecting missing values, duplicates, outliers, format issues, and type inconsistencies…

Create reproducible train/validation/test splits with stratification, leakage prevention, and distribution validation.

Use this skill for dataset inspection and audit workflows.

Retrieves, versions, and publishes scientific datasets with DataLad and git-annex, and captures computational provenance with datalad run, rerun, and…

Process large datasets efficiently using chunk(), chunkById(), lazy(), and cursor() to reduce memory consumption and improve performance

Optimize BigQuery storage costs at the dataset level by switching storage billing models and setting expiration policies.

Query FinancialDatasets for price/fundamental data to support trade decisions.

智能文档构建 - LLM将PDF/Word智能分块并生成QA问答集

Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts.

Discover public NCBI GEO Series from a biological question with exact GSE-only query provenance, bounded metadata, study-design caveats, and an approved…