cxcscmu/SkillLearnBench - Page 15

run2-python-scala-dataclass

Translating Python @dataclass and Enum to Scala case class and Enumeration/Sealed Traits safely

run2-python-scala-generics-variance

Translating Python generics (TypeVar covariant/contravariant) to Scala generics (+T, -T) with examples

run2-python-scala-json-circe

Parsing and handling JSON safely in Scala using io.circe

run2-python-scala-union-overloads

Translating Python Union types and @overload to Scala method overloads, type classes, and pattern matching

run2-output-generator

A refined output generation skill that precisely templates text files and correctly constructs the requested JSON log.

run2-pdf-parser

An improved skill to programmatically parse PDF calendars, mapping drawing coordinates to precise time intervals using PyMuPDF.

run2-scheduler

An improved scheduling algorithm to find the earliest compatible free slots under time constraints.

run2-d3-force-bubble-chart

Guide to building a polished D3.js (v6) force-directed bubble chart and a synchronized data table, including integrating secondary data for sparklines.

run2-glm-calibration

Instructions for modifying GLM parameters using regex and systematically optimizing them within physical limits.

run2-netcdf-rmse-evaluation

Instructions for safely parsing GLM NetCDF output with netCDF4 and correctly executing an exact datetime + rounded-depth merge.

run1-data-parsing

How to load and filter CSV travel data in Python

run1-itinerary-generation

How to serialize the final travel itinerary to a JSON file.

run2-ffmpeg-extract

Extract key frames (I-frames) from a video file into a sequence of images using FFmpeg.

run2-imagemagick-grayscale

Convert a batch of images to grayscale in-place using ImageMagick's mogrify command.

run2-object-counting

Count the number of object occurrences in an image using OpenCV template matching in Python.

run2-excel-lookup

How to perform a two-dimensional lookup in Excel using either INDEX/MATCH or VLOOKUP/MATCH.

run2-excel-statistics

Calculating and rounding summary statistics like percentiles in Excel.

run2-excel-weighted-mean

Understanding scaling and execution of weighted means using SUMPRODUCT.

run2-advanced-technical-pillow

A skill for advanced technical illustration with Pillow, including complex hardware shapes, cooling fins, and annotation shelf-lines.

run2-anthropic-brand-identity

A skill for managing and applying Anthropic's specific brand identity, including color tokens, typography fallbacks, and technical illustration standards.

run2-classical-poetry-mastery

Detailed rules for seven-character regulated verse (七言律诗), including the "Sticky" (黏) and "Opposing" (对) rules.

run2-literary-emotive-writing

Advanced vocabulary and poetic devices for expressing suffering, war, and the hope for peace from an ordinary person's perspective.

run2-mandarin-rhyme-comprehensive

Comprehensive rhyme groups for modern Mandarin (新韵), ensuring consistent rhyming throughout the poem.

run2-pdf-field-mapping

Techniques for mapping case descriptions to PDF form fields.

run2-pdf-form-filling-advanced

Advanced techniques for filling PDF forms with fillable fields.

run2-advanced-pareto

Efficient and robust Pareto frontier calculation for multi-objective optimization.

run2-matching-metrics

Greedy point matching and calculation of F1 score and average distance (delta).

run2-optimized-dbscan

Efficient DBSCAN implementation by caching distance matrices for repeated hyperparameter evaluations.

run2-parallel-orchestration

Structured approach to grid search with nested loops and parallelization.

run2-csv-reporting

Reliable CSV generation for security audits with automated field mapping.

run2-trivy-offline

Optimized Trivy offline scanning for lock files, including all dependency types.

run2-vulnerability-extraction

Robust extraction of vulnerability metadata with CVSS v3 priority and v2 fallback.

run2-advanced-projections

Selecting optimal projections for distance calculations in the Pacific.

run2-antimeridian-handling

Techniques for handling geometries that cross the 180/-180 degree longitude line.

run2-enterprise-product-data-analysis

Advanced techniques for analyzing complex enterprise product JSON files containing messages, documents, and transcripts.

run2-user-identity-feedback-extraction

Precise identification of user roles and their contributions to product discussions and competitor analysis.

run2-fund-analysis-pro

Advanced fund analysis with share change verification to distinguish between price movement and deliberate investment.

run2-fund-search-pro

Professional fund search with accession number verification and report type checking.

run2-stock-analysis-pro

Robust stock analysis and holder identification, bypassing file path issues in default scripts.

run2-druid-build-maven

Optimized Maven build command for Apache Druid to verify security patches.