Skills in diesem Repository
SkillsMP hat 248 Skills aus benchflow-ai/skillsbench gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
benchflow-ai/skillsbenchEs werden 40 von 248 gesammelten Skills angezeigt.
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.
Quellsprache: Englisch
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.
Quellsprache: Englisch
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.
Quellsprache: Englisch
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…
Quellsprache: Englisch
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…
Quellsprache: Englisch
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…
Quellsprache: Englisch
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.
Quellsprache: Englisch
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.
Quellsprache: Englisch
Parse SQLite databases into structured JSON data. Use when exploring unknown database schemas, understanding table relationships, and extracting map data as JSON.
Quellsprache: Englisch
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…
Quellsprache: Englisch
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)…
Quellsprache: Englisch
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…
Quellsprache: Englisch
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…
Quellsprache: Englisch
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…
Quellsprache: Englisch
Redact text from PDF documents for blind review anonymization
Quellsprache: Englisch
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.
Quellsprache: Englisch
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.
Quellsprache: Englisch
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…
Quellsprache: Englisch
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.
Quellsprache: Englisch
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.
Quellsprache: Englisch
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.
Quellsprache: Englisch
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…
Quellsprache: Englisch
Guidance for analyzing network packet captures (PCAP files) and computing network statistics using Python, with tested utility functions.
Quellsprache: Englisch
Exact detection thresholds for identifying malicious network patterns including port scans, DoS attacks, and beaconing behavior.
Quellsprache: Englisch
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.
Quellsprache: Englisch
Defining and extracting kernel constants for syzkaller syzlang descriptions
Quellsprache: Englisch
Full build workflow for adding new syscall descriptions to syzkaller
Quellsprache: Englisch
Syzkaller syzlang syntax basics for describing ioctl syscalls
Quellsprache: Englisch
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…
Quellsprache: Englisch
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…
Quellsprache: Englisch
Solving finite-horizon LQR via dynamic programming for MPC.
Quellsprache: Englisch
Adding integral action to MPC for offset-free tension tracking.
Quellsprache: Englisch
Selecting MPC prediction horizon and cost matrices for web handling.
Quellsprache: Englisch
Linearizing nonlinear dynamics around operating points for control design.
Quellsprache: Englisch
Design effective excitation signals (step tests) for system identification and parameter estimation in control systems.
Quellsprache: Englisch
Fit first-order dynamic models to experimental step response data and extract K (gain) and tau (time constant) parameters.
Quellsprache: Englisch
Calculate PI/PID controller gains using Internal Model Control (IMC) tuning rules for first-order systems.
Quellsprache: Englisch
Implement safety interlocks and protective mechanisms to prevent equipment damage and ensure safe control system operation.
Quellsprache: Englisch
Use scipy.optimize.curve_fit for nonlinear least squares parameter estimation from experimental data.
Quellsprache: Englisch
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…
Quellsprache: Englisch