Use for GPU-accelerated data analysis on datasets, CSVs, or tabular data using NVIDIA cuDF. Triggers when tasks involve groupby aggregations, statistical summaries, anomaly detection, or large-scale data profiling.
EnglishUse for GPU-accelerated machine learning on tabular data using NVIDIA cuML. Triggers when tasks involve classification, regression, clustering, dimensionality reduction, or model training on datasets.
EnglishUse when processing large PDFs, document collections, or bulk text extraction tasks that benefit from GPU-accelerated processing. Triggers when the user provides large documents or needs bulk document analysis.
EnglishWrites and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries. Use when the user asks to query a database, write SQL, run a SELECT statement, retrieve data, filter records, or generate reports from database tables.
EnglishLists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user asks about database schema, table structure, column types, what tables exist, ERD, foreign keys, or how entities relate.
EnglishOnline research agent that searches the live web for any topic, fetches the strongest sources, and produces an easy-to-digest formatted report with citations. Triggers: 'research X online', 'find me info about X', 'search the web for X', 'look up X', 'what are the most used Y', 'who is doing Y now', 'compare X vs Y online', 'find references for X', 'is there a tool that does X', 'what's the current state of X', 'find recent articles about X'. Use this whenever the answer requires LIVE external information (recency, popularity, comparisons, vendor landscape, news, prices, tutorials, public discussion). Do NOT use for analyzing the local codebase — that's the research skill.
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AGENT SKILLS ATLASIncludes Cudf Analytics, Cuml Machine Learning, Gpu Document Processing, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Cudf Analytics
Use for GPU-accelerated data analysis on datasets, CSVs, or tabular data using NVIDIA cuDF. Triggers when tasks involve groupby aggregations, statistical summaries, anomaly detection, or large-scale data profiling.
Cuml Machine Learning
Use for GPU-accelerated machine learning on tabular data using NVIDIA cuML. Triggers when tasks involve classification, regression, clustering, dimensionality reduction, or model training on datasets.
Gpu Document Processing
Use when processing large PDFs, document collections, or bulk text extraction tasks that benefit from GPU-accelerated processing. Triggers when the user provides large documents or needs bulk document analysis.
Query Writing
Writes and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries. Use when the user asks to query a database, write SQL, run a SELECT statement, retrieve data, filter records, or generate reports from database tables.
Schema Exploration
Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user asks about database schema, table structure, column types, what tables exist, ERD, foreign keys, or how entities relate.
Web Research
Online research agent that searches the live web for any topic, fetches the strongest sources, and produces an easy-to-digest formatted report with citations. Triggers: 'research X online', 'find me info about X', 'search the web for X', 'look up X', 'what are the most used Y', 'who is doing Y now', 'compare X vs Y online', 'find references for X', 'is there a tool that does X', 'what's the current state of X', 'find recent articles about X'. Use this whenever the answer requires LIVE external information (recency, popularity, comparisons, vendor landscape, news, prices, tutorials, public discussion). Do NOT use for analyzing the local codebase — that's the research skill.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Cudf Analytics skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.