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SkillsMP ha recopilado 248 skills de benchflow-ai/skillsbench. Abre una skill para revisar su origen y sus detalles.
benchflow-ai/skillsbenchMostrando 40 de 248 skills recopiladas.
Read and process GLM output files. Use when you need to extract temperature data from NetCDF output, convert depth coordinates, or calculate RMSE against observations.
Idioma del texto original: inglés
Perform various data analysis on SEC 13-F and obtain some insights of fund activities such as number of holdings, AUM, and change of holdings between two quarters.
Idioma del texto original: inglés
This skill includes search capability in 13F, such as fuzzy search a fund information using possibly inaccurate name, or fuzzy search a stock cusip info using its name.
Idioma del texto original: inglés
An overview of the python package for running the GaMMA earthquake phase association algorithm. The algorithm expects phase picks data and station data as input and produces (through unsupervised clustering) earthquake events with source information like…
Idioma del texto original: inglés
An overview of the core data API of ObsPy, a Python framework for processing seismological data. It is useful for parsing common seismological file formats, or manipulating custom data into standard objects for downstream use cases such as ObsPy's signal…
Idioma del texto original: inglés
An overview of the core model API of SeisBench, a Python framework for training and applying machine learning algorithms to seismic data. It is useful for annotating waveforms using pretrained SOTA ML models, for tasks like phase picking, earthquake…
Idioma del texto original: inglés
This 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.
Idioma del texto original: inglés
Strategy for solving constraint optimization problems on spatial maps. Use when you need to place items on a grid/map to maximize some objective while satisfying constraints.
Idioma del texto original: inglés
Parse SQLite databases into structured JSON data. Use when exploring unknown database schemas, understanding table relationships, and extracting map data as JSON.
Idioma del texto original: inglés
ALWAYS use this skill instead of the Read tool for PDF files. The Read tool cannot extract PDF tables properly. Use this skill when: (1) Reading ANY PDF file, (2) Extracting tables from PDFs, (3) Converting PDF tables to pandas DataFrames, (4) Processing…
Idioma del texto original: inglés
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and pivot tables. When Claude needs to work with spreadsheets (.xlsx files) for: (1) Creating new spreadsheets with data and formatting, (2)…
Idioma del texto original: inglés
Nonlinear optimization with CasADi and IPOPT solver. Use when building and solving NLP problems: defining symbolic variables, adding nonlinear constraints, setting solver options, handling multiple initializations, and extracting solutions. Covers power…
Idioma del texto original: inglés
Data conditioning techniques for gravitational wave detector data. Use when preprocessing raw detector strain data before matched filtering, including high-pass filtering, resampling, removing filter wraparound artifacts, and estimating power spectral density…
Idioma del texto original: inglés
Matched filtering techniques for gravitational wave detection. Use when searching for signals in detector data using template waveforms, including both time-domain and frequency-domain approaches. Works with PyCBC for generating templates and performing…
Idioma del texto original: inglés
Redact text from PDF documents for blind review anonymization
Idioma del texto original: inglés
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
Idioma del texto original: inglés
Guide for translating Python collection operations to idiomatic Scala. Use when converting Python code that uses lists, dictionaries, sets, or involves collection transformations like map, filter, reduce, sorting, and aggregations.
Idioma del texto original: inglés
Guide 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…
Idioma del texto original: inglés
Guide 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.
Idioma del texto original: inglés
Guide 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.
Idioma del texto original: inglés
Guide 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.
Idioma del texto original: inglés
Reference 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…
Idioma del texto original: inglés
Guidance for analyzing network packet captures (PCAP files) and computing network statistics using Python, with tested utility functions.
Idioma del texto original: inglés
Exact detection thresholds for identifying malicious network patterns including port scans, DoS attacks, and beaconing behavior.
Idioma del texto original: inglés
Analyzes 3D mesh files (STL) to calculate geometric properties (volume, components) and extract attribute data. Use this skill to process noisy 3D scan data and filter debris.
Idioma del texto original: inglés
Defining and extracting kernel constants for syzkaller syzlang descriptions
Idioma del texto original: inglés
Full build workflow for adding new syscall descriptions to syzkaller
Idioma del texto original: inglés
Syzkaller syzlang syntax basics for describing ioctl syscalls
Idioma del texto original: inglés
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other…
Idioma del texto original: inglés
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and…
Idioma del texto original: inglés
Solving finite-horizon LQR via dynamic programming for MPC.
Idioma del texto original: inglés
Adding integral action to MPC for offset-free tension tracking.
Idioma del texto original: inglés
Selecting MPC prediction horizon and cost matrices for web handling.
Idioma del texto original: inglés
Linearizing nonlinear dynamics around operating points for control design.
Idioma del texto original: inglés
Design effective excitation signals (step tests) for system identification and parameter estimation in control systems.
Idioma del texto original: inglés
Fit first-order dynamic models to experimental step response data and extract K (gain) and tau (time constant) parameters.
Idioma del texto original: inglés
Calculate PI/PID controller gains using Internal Model Control (IMC) tuning rules for first-order systems.
Idioma del texto original: inglés
Implement safety interlocks and protective mechanisms to prevent equipment damage and ensure safe control system operation.
Idioma del texto original: inglés
Use scipy.optimize.curve_fit for nonlinear least squares parameter estimation from experimental data.
Idioma del texto original: inglés
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying…
Idioma del texto original: inglés