All Agent Skills
41,263 results
- Python Scala Functionalbenchflow-aiGuide for translating Python code to functional Scala style. Use when converting Python code involving higher-order functions, decorators, closures, generators, or when aiming for idiomatic functional Scala with pattern matching, Option handling, and monadic operations.
- Python Scala Idiomsbenchflow-aiGuide for writing idiomatic Scala when translating from Python. Use when the goal is not just syntactic translation but producing clean, idiomatic Scala code. Covers immutability, expression-based style, sealed hierarchies, and common Scala conventions.
- Python Scala Librariesbenchflow-aiGuide for mapping common Python libraries and idioms to Scala equivalents. Use when converting Python code that uses standard library modules (json, datetime, os, re, logging) or needs equivalent Scala libraries for HTTP, testing, or async operations.
- Python Scala Oopbenchflow-aiGuide for translating Python classes, inheritance, and object-oriented patterns to Scala. Use when converting Python code with classes, dataclasses, abstract classes, inheritance, properties, static methods, class methods, or design patterns.
- Python Scala Syntax Mappingbenchflow-aiReference guide for translating Python syntax constructs to Scala equivalents. Use when converting Python code to Scala and need mappings for basic syntax elements like variable declarations, control flow, comprehensions, string formatting, and common operators.
- Python Scriptingbenchflow-aiPython scripting with uv and PEP 723 inline dependencies. Use when creating standalone Python scripts with automatic dependency management.
- Pytorchbenchflow-aiBuilding and training neural networks with PyTorch. Use when implementing deep learning models, training loops, data pipelines, model optimization with torch.compile, distributed training, or deploying PyTorch models.
- R Data Sciencebenchflow-aiR programming for data analysis, visualization, and statistical workflows. Use when working with R scripts (.R), Quarto documents (.qmd), RMarkdown (.Rmd), or R projects. Covers tidyverse workflows, ggplot2 visualizations, statistical analysis, epidemiological methods, and reproducible research practices.
- Reflow Machine Maintenance Guidancebenchflow-aiThis skill should be considered when you need to answer reflow machine maintenance questions or provide detailed guidance based on thermocouple data, MES data or defect data and reflow technical handbooks. This skill covers how to obtain important concepts, calculations, definitions, thresholds, and others from the handbook and how to do cross validations between handbook and datasets.
- Regex Chessbenchflow-aiGuidance for generating legal chess moves using only regex pattern matching and substitution. This skill applies when implementing chess move generators constrained to regex-only solutions, FEN notation parsing/manipulation, or similar pattern-matching-based board game logic. Use this skill for tasks requiring regex-based state transformations on structured string representations.
- Rust Languagebenchflow-aiGuide for writing Rust code covering ownership, borrowing, lifetimes, error handling, async programming, and Rust best practices
- Scipy Curve Fitbenchflow-aiUse scipy.optimize.curve_fit for nonlinear least squares parameter estimation from experimental data.
- Search Accommodationsbenchflow-aiLookup accommodations by city from the bundled dataset. Use this skill when you need to recommend places to stay in a given city or filter lodging options before building an itinerary.
- Search Attractionsbenchflow-aiRetrieve attractions by city from the bundled dataset. Use this skill when surfacing points of interest or building sightseeing suggestions for a destination.
- Search Citiesbenchflow-aiList cities for a given state using the bundled background data. Use this skill to validate state inputs or expand destination choices before flight/restaurant/attraction/driving/accommodation lookups.
- Search Driving Distancebenchflow-aiEstimate driving/taxi duration, distance, and rough cost between two cities using the bundled distance matrix CSV. Use this skill when comparing ground travel options or validating itinerary legs.
- Search Flightsbenchflow-aiSearch flights by origin, destination, and departure date using the bundled flights dataset. Use this skill when proposing flight options or checking whether a route/date combination exists.
- Search Restaurantsbenchflow-aiRetrieve restaurants by city from the bundled dataset. Use this skill when recommending places to eat or validating dining options for a destination.
- Seismic Picker Selectionbenchflow-aiThis is a summary the advantages and disadvantages of earthquake event detection and phase picking methods, shared by leading seismology researchers at the 2025 Earthquake Catalog Workshop. Use it when you have a seismic phase picking task at hand.
- Senior Data Engineerbenchflow-aiWorld-class data engineering skill for building scalable data pipelines, ETL/ELT systems, real-time streaming, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, Flink, Kinesis, and modern data stack. Includes data modeling, pipeline orchestration, data quality, streaming quality monitoring, and DataOps.
- Shell Toolsbenchflow-aiProduction-grade shell tools - jq, xargs, parallel, pipelines
- SQL Querybenchflow-aiGenerate and optimize SQL queries for data retrieval and analysis
- Statistical Analysisbenchflow-aiProbability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, or statistical validation.
- Statistics Mathbenchflow-aiStatistics, probability, linear algebra, and mathematical foundations for data science