cxcscmu/SkillLearnBench - Page 14

run2-scala-testing-idioms

Idiomatic Scala testing patterns with ScalaTest.

run2-scala-type-classes

Implementing type classes for extensible, ad-hoc polymorphism.

run2-json-parser

Skill for parsing JSON files.

run2-pdf-extractor

Skill for extracting text and layout.

Source text: Undetermined

run2-scheduler

Skill for scheduling meetings.

run2-d3-bubble-chart

Implementing force-directed bubble charts with category clustering and tooltips.

run2-d3-data-load

Optimized loading and pre-processing of CSV data for D3.js.

run2-d3-interactive-table

Improving interaction between D3 charts and HTML tables with selection events.

run2-glm-calibration

This skill covers the process of calibrating GLM by iterating through parameters within allowed bounds and verifying metrics against observations.

run2-netcdf-data-handling

This skill covers using the netCDF4 library for reading simulation outputs in Lake Mendota GLM modelling.

run2-data-analysis

Improved data querying skill for finding pet-friendly accommodations and specific restaurant cuisines in a given city.

run2-itinerary-builder

Improved itinerary builder focusing on constraint adherence, logically connecting cities, and robust JSON schema generation.

run2-image-processing

Performs image format conversion and color space modification using ImageMagick tools.

run2-object-detection

Counts object occurrences in an image using OpenCV template matching with non-maximum suppression.

run2-video-frame-extraction

Extracts all key frames from a video file into a specified output directory using FFmpeg.

run2-xlsx-analysis

Improved Excel data analysis and formula manipulation using openpyxl.

run2-anthropic-brand-guidelines

Official Anthropic brand colors, typography, and styling instructions for technical posters and presentations.

run2-matplotlib-technical-poster

Advanced techniques for rendering 2D isometric exploded views of hardware using Matplotlib.

run2-chinese-poetry-qiyan-lvshi

Comprehensive guidelines for composing a strict seven-character regulated verse (qiyan lvshi) based on modern Mandarin pronunciation, including advanced tonal rules.

run2-pdf-fill

A comprehensive skill for mapping, understanding, and filling complex interactive PDF forms using PyMuPDF (fitz).

run2-custom-distance-metrics

How to compute precomputed distance matrices for custom distance metrics in Scikit-Learn DBSCAN.

run2-parallel-processing

Advanced usage of joblib for parallel execution of grid search tasks, including result flattening.

run2-pareto-optimization

Finding the Pareto frontier for multi-objective optimization using dominance conditions.

run2-csv-reporting

An advanced guide on generating a fully-featured CSV vulnerability report, featuring explicit filtering, missing data fallbacks, and strict header schemas.

run2-cvss-extraction

Advanced robust CVSS extraction logic that correctly falls back across priority sources and handles missing values.

run2-trivy-offline

A complete guide to executing Trivy in offline mode via Python `subprocess` to scan dependency files for vulnerabilities.

run2-geojson-handling

Advanced handling of GeoJSON files in GeoPandas, emphasizing correct geometry formats and time processing to ISO 8601 standard.

run2-geopandas-projections

Advanced guide on GeoPandas projections for accurate metric distance calculations without distortion using point-centric Azimuthal Equidistant CRS.

run2-geopandas-spatial-joins

Improved guide for performing spatial joins with GeoPandas, specifically handling antimeridian crossing polygons like the Pacific Plate.

run2-json-data-extraction

Deep parsing and structural querying of nested JSON documents, resolving implicit relations across multi-modal corporate datasets like Slack messages and PRs.

run2-13f-fund-search

How to correctly and robustly search for a fund manager's accession number in SEC 13F COVERPAGE.tsv.

run2-13f-fund-summary

How to calculate a fund's actual AUM and total unique stock count for modern SEC 13F data.

run2-13f-holdings-comparison

How to accurately identify stocks that "received increased investment" by checking both share count and dollar value change.

run2-13f-stock-search

How to find top fund managers heavily invested in a particular stock across all data quality issues.

run2-jackson-security

Security considerations for Jackson JSON deserialization in Java, focusing on @JacksonInject bypass vulnerabilities via empty property names ("").

run2-github-api-data-fetcher

Provides a robust python module for querying GitHub's search API using urllib with automatic pagination.

run2-pytorch-simpo-loss

A refined skill to implement SimPO (Simple Preference Optimization) loss in PyTorch, precisely matching the official paper implementation without a reference model.

run2-python-docx

Advanced Word document manipulation using raw XML regex replacements to perfectly preserve formatting across split text runs.

run2-file-text-extraction

Robustly extracts text from PDF, DOCX, and PPTX files in Python using PyPDF2, python-docx, and python-pptx, suitable for document classification workflows.

run2-keyword-classification

Classifies unstructured text into specific categories based on keyword presence, falling back to a default category when no matches are found.