cxcscmu/skilllearnbench

cxcscmu/skilllearnbench · baselines/b4-skill-creator/inject/skill-creator/SKILL.md · Create modular skill documents (SKILL.md files) for Claude Code. Use this skill whenever a task requires generating…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/anthropic-poster-design/anthropic-brand-colors/SKILL.md · Anthropic's official brand color palette, design tokens, and typography standards for consistent brand application.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/anthropic-poster-design/python-pillow-graphics/SKILL.md · Create technical graphics, diagrams, and posters using Python Pillow library with precise color control and typography.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/anthropic-poster-design/technical-illustration-design/SKILL.md · Design principles and techniques for creating technical exploded-view diagrams and engineering documentation posters.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/chinese-poem-generator/classical-poetry-peace-theme/SKILL.md · Compose classical Chinese poetry on peace themes using authentic imagery, perspective shifts, and the voice of ordinary…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/chinese-poem-generator/mandarin-rhyming-guide/SKILL.md · Master modern Mandarin pinyin finals and tone systems to create accurate rhymes for classical poetry following…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/chinese-poem-generator/seven-char-regulated-verse/SKILL.md · Master the structure, tonal patterns, and rhyming requirements of classical seven-character regulated verse (七言律诗) in…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/court-form-filling/california-sc100-form/SKILL.md · Understand the structure and fields of the California Small Claims Court Form SC-100

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/court-form-filling/pdf-form-filling/SKILL.md · Fill PDF form fields programmatically using Python libraries like pypdf or pdfrw

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/dbscan-parameter-tuning/dbscan-custom-metrics/SKILL.md · Implement DBSCAN clustering with custom distance metrics using scikit-learn's pairwise_distances.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/dbscan-parameter-tuning/greedy-bipartite-matching/SKILL.md · Implement greedy bipartite matching for pairing cluster centroids with expert annotations.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/dbscan-parameter-tuning/parallel-grid-search/SKILL.md · Parallelize hyperparameter grid search using joblib for efficient multi-core execution.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/dbscan-parameter-tuning/pareto-frontier-analysis/SKILL.md · Identify Pareto-optimal solutions from multi-objective optimization results.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/dependency-vulnerability-check/cvss-score-extraction/SKILL.md · Extract and handle CVSS scores from multiple vulnerability data sources (NVD, GHSA, RedHat) with proper fallback…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/dependency-vulnerability-check/package-lock-parsing/SKILL.md · Parse and extract package information from npm package-lock.json files to identify dependencies and their installed…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/dependency-vulnerability-check/security-audit-csv-reporting/SKILL.md · Generate structured CSV security audit reports from vulnerability data with proper filtering, formatting, and field…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/dependency-vulnerability-check/trivy-vulnerability-scanning/SKILL.md · Use Trivy vulnerability scanner in offline mode to detect CVEs in npm dependencies and generate structured JSON reports.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/earthquake-plate-calculation/geopandas-projections/SKILL.md · Use GeoPandas with coordinate projections to perform accurate spatial calculations and transformations.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/earthquake-plate-calculation/plate-tectonics-geospatial/SKILL.md · Analyze plate tectonics data using GeoPandas, identify points within plates, and calculate distances to boundaries.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/earthquake-plate-calculation/usgs-earthquake-analysis/SKILL.md · Load, parse, and process USGS earthquake data in GeoJSON or JSON formats.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/enterprise-information-search/enterprise-data-retrieval/SKILL.md · Retrieve and aggregate information across multiple enterprise data sources

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/enterprise-information-search/json-data-extraction/SKILL.md · Extract, parse, and query JSON data from large enterprise files efficiently

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/enterprise-information-search/json-result-formatting/SKILL.md · Format query results to JSON with proper structure and token tracking

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/financial-analysis/fuzzy-fund-search/SKILL.md · Fuzzy matching techniques for finding hedge funds by name when exact names are unknown

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/financial-analysis/portfolio-analysis/SKILL.md · Analyzing fund portfolios including AUM extraction, holdings counts, and portfolio composition

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/financial-analysis/sec13f-data-format/SKILL.md · Understanding SEC 13-F filing data structure, TSV format, and key tables for hedge fund analysis

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/druid-javascript-security/SKILL.md · Securing Apache Druid's JavaScript execution engine against code injection and security bypass attacks.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/git-patch-workflow/SKILL.md · Creating, managing, and applying unified diff patches with Git for source code modifications.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/jackson-deserialization-validation/SKILL.md · Securing Jackson JSON deserialization by validating input before processing and preventing unknown properties.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/maven-druid-build/SKILL.md · Building Apache Druid with Maven, managing memory constraints, and skipping verification checks.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/github-repo-analytics/github-cli-queries/SKILL.md · Query GitHub repositories for PRs and issues using gh CLI with date filtering and structured output.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/github-repo-analytics/github-metrics-processing/SKILL.md · Process GitHub API data to calculate PR/issue metrics including merge time averages, author rankings, and bug…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/github-repo-analytics/json-report-generation/SKILL.md · Generate and write structured JSON reports with proper formatting and validation.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/nlp-paper-reproduction/fixed-tensor-testing/SKILL.md · Test ML functions with fixed input tensors for reproducibility.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/nlp-paper-reproduction/nlp-project-setup/SKILL.md · Set up Python environment for NLP and preference optimization projects.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/nlp-paper-reproduction/pytorch-loss-implementation/SKILL.md · Implement loss functions in PyTorch with proper tensor operations.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/nlp-paper-reproduction/simpo-loss-function/SKILL.md · Implement SimPO loss with length-normalized rewards and target margin.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/offer-letter-generator/python-docx/SKILL.md · Programmatically read, modify, and create Word documents (.docx) with python-docx library

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/offer-letter-generator/template-processing/SKILL.md · Process templates with placeholder substitution and conditional sections

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/organize-messy-files/content-classification/SKILL.md · Classify documents by subject using keyword matching and text analysis

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/organize-messy-files/document-organization-pipeline/SKILL.md · End-to-end pipeline for extracting, classifying, and organizing documents by subject

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/organize-messy-files/docx-pptx-extraction/SKILL.md · Extract text from DOCX and PPTX files for content analysis

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/organize-messy-files/file-organization/SKILL.md · Organize files into target directories based on classification results

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/organize-messy-files/pdf-text-extraction/SKILL.md · Extract text content from PDF files for analysis and classification

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/python-scala-translation/scala-adt-enums/SKILL.md · Translating Python Enums and Protocols to Scala sealed traits and algebraic data types

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/python-scala-translation/scala-circe-json/SKILL.md · Working with Circe JSON library in Scala for type-safe JSON processing

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/python-scala-translation/scala-collections-fp/SKILL.md · Scala collections, iterators, and functional programming patterns for Python developers

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/python-scala-translation/scala-generics/SKILL.md · Translating Python generic types, variance, and type bounds to Scala 2.13

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/python-scala-translation/scala-option-either/SKILL.md · Translating Python's None/Optional to Scala's Option, Either, and Try types

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/schedule-planning/calendar-scheduling-logic/SKILL.md · Find available time slots in a calendar and schedule meetings while respecting constraints

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/schedule-planning/datetime-formatting/SKILL.md · Format dates and times according to specific requirements for meeting confirmations

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/schedule-planning/meeting-request-parsing/SKILL.md · Parse meeting request emails from JSON format and extract duration and time constraints

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/schedule-planning/pdf-calendar-parsing/SKILL.md · Extract calendar events, blocks, and time slots from PDF calendar files using pdfplumber

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/stock-data-visualization/csv-data-handling/SKILL.md · Loading and parsing CSV files with D3.js, data transformation, and handling missing values

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/stock-data-visualization/d3-force-simulation/SKILL.md · D3.js force simulation for creating interactive bubble charts with clustering, collision detection, and physics-based…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/stock-data-visualization/d3-fundamentals/SKILL.md · Essential D3.js v6 concepts including selections, scales, SVG basics, and data binding for building interactive…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/stock-data-visualization/d3-interactive-charts/SKILL.md · D3.js techniques for tooltips, hover effects, click handlers, and cross-filtering between visualizations

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/temperature-simulation/data-matching/SKILL.md · Matching observation data to simulation output with exact datetime and depth binning

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/temperature-simulation/fortran-namelist/SKILL.md · Reading and modifying Fortran namelist configuration files for scientific models

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/temperature-simulation/glm-simulation/SKILL.md · Running the General Lake Model (GLM) with configuration files and parameter calibration

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/temperature-simulation/model-calibration/SKILL.md · Calculating RMSE metrics and parameter calibration for lake model validation

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/temperature-simulation/netcdf-processing/SKILL.md · Reading, processing, and analyzing NetCDF output from lake simulation models

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/travel-planning/budget-management/SKILL.md · Track and manage travel budget across accommodations, meals, and activities

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/travel-planning/data-filtering/SKILL.md · Filter accommodations, restaurants, and attractions by travel requirements

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/travel-planning/data-loading/SKILL.md · Load and parse CSV/TXT files from travel database for itinerary planning

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/travel-planning/route-planning/SKILL.md · Plan multi-city road trip routes using distance matrices and constraints

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/video-object-counting/ffmpeg-keyframe-extraction/SKILL.md · Extract key frames (I-frames) from video files using FFmpeg to identify scene changes and important moments.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/video-object-counting/opencv-template-matching/SKILL.md · Use OpenCV for image processing, grayscale conversion, and template matching to detect objects in images.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/video-object-counting/python-csv-generation/SKILL.md · Generate structured CSV files from Python data using the csv module for tabular data export.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/weighted-gdp-calculation/excel-lookup-functions/SKILL.md · Master Excel lookup functions (VLOOKUP, HLOOKUP, INDEX/MATCH, XLOOKUP) for single and multiple criteria.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/weighted-gdp-calculation/excel-statistical-formulas/SKILL.md · Use Excel statistical functions for descriptive analysis including percentiles, weighted calculations, and data…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/weighted-gdp-calculation/excel-xlsx-skill/SKILL.md · Use the xlsx skill tool to create, read, modify and analyze Excel spreadsheets with formulas and formatting.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-haiku-4-5/weighted-gdp-calculation/xlsx-tool-operations/SKILL.md · Common operations and patterns for using the xlsx skill tool to manipulate Excel files programmatically.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/anthropic-poster-design/anthropic-brand/SKILL.md · Anthropic's official brand color palette, typography, and design tokens for use in branded materials.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/anthropic-poster-design/pillow-technical-drawing/SKILL.md · Creating technical diagrams and exploded-view illustrations using Python Pillow with geometric primitives and text…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/chinese-poem-generator/chinese-rhyme-modern/SKILL.md · Modern Mandarin rhyme groups for classical Chinese poetry composition, mapping finals to rhyme categories.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/chinese-poem-generator/seven-char-regulated-verse/SKILL.md · Rules and structure of Chinese seven-character regulated verse (七言律诗), including tonal patterns, parallelism, and rhyme…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/court-form-filling/ca-small-claims-sc100/SKILL.md · California SC-100 Small Claims Court form field mapping and filling guide.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/court-form-filling/pdf-form-filling/SKILL.md · Fill PDF form fields using pypdf library in Python, including text fields and checkboxes.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/dbscan-parameter-tuning/custom-distance-metrics/SKILL.md · Define custom distance/similarity metrics for DBSCAN clustering with sklearn, using weighted Euclidean distances.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/dbscan-parameter-tuning/parallel-processing/SKILL.md · Parallel processing with joblib for grid search and batch computations across multiple CPU cores.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/dbscan-parameter-tuning/pareto-optimization/SKILL.md · Multi-objective optimization with Pareto frontiers for finding trade-off solutions between conflicting objectives.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/dependency-vulnerability-check/cvss-score-extraction/SKILL.md · Extract CVSS scores from vulnerability data sources with proper fallback handling across NVD, GHSA, and RedHat sources.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/dependency-vulnerability-check/trivy-offline-vulnerability-scanning/SKILL.md · Use Trivy vulnerability scanner in offline mode to discover security vulnerabilities in dependency files.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/dependency-vulnerability-check/vulnerability-csv-reporting/SKILL.md · Generate structured CSV security audit reports from vulnerability data with proper filtering and formatting.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/earthquake-plate-calculation/geojson-processing/SKILL.md · Loading and processing GeoJSON earthquake and plate boundary data with GeoPandas for spatial analysis.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/earthquake-plate-calculation/geopandas-projections/SKILL.md · Using GeoPandas coordinate projections for accurate distance calculations on geospatial data.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/earthquake-plate-calculation/plate-tectonics-analysis/SKILL.md · Analyzing earthquake data relative to tectonic plate boundaries using PB2002 dataset and GeoPandas.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/enterprise-information-search/enterprise-data-retrieval/SKILL.md · Techniques for retrieving structured information from enterprise Slack/document JSON data files.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/enterprise-information-search/json-data-analysis/SKILL.md · Patterns for analyzing and outputting structured JSON answers from enterprise data queries.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/financial-analysis/13f-data-analysis/SKILL.md · Analyze SEC 13-F filings data including AUM, holdings count, and cross-quarter comparisons using TSV files.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/financial-analysis/fuzzy-search/SKILL.md · Fuzzy string matching for fund names and stock CUSIPs using thefuzz library.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/fix-security-bug/druid-javascript-rce/SKILL.md · Apache Druid JavaScript RCE vulnerability (CVE-2021-25646) fix via @JacksonInject hardening and constructor validation.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/fix-security-bug/jackson-inject-security/SKILL.md · Preventing Jackson @JacksonInject override attacks where JSON input can replace server-side injected values.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/github-repo-analytics/gh-cli-pr-stats/SKILL.md · Computing pull request statistics (merge time, top contributors) from gh CLI JSON output using jq.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/github-repo-analytics/gh-cli-search/SKILL.md · Using the gh CLI to search and list GitHub issues and pull requests with date filters and label queries.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/github-repo-analytics/jq-processing/SKILL.md · Using jq to parse, filter, and aggregate JSON data from CLI tools for generating reports.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/nlp-paper-reproduction/pytorch-preference-optimization/SKILL.md · PyTorch patterns for implementing preference optimization losses (DPO, SimPO, etc.) for LLM training.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/nlp-paper-reproduction/simpo-loss/SKILL.md · SimPO (Simple Preference Optimization) loss computation for LLM alignment without a reference model.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/offer-letter-generator/docx-conditionals/SKILL.md · Handle conditional sections in Word templates with IF/END_IF markers, removing or keeping content based on data values.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/offer-letter-generator/python-docx/SKILL.md · Manipulate Word .docx files with python-docx, including handling split placeholders across runs and conditional…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/organize-messy-files/docx-pptx-extraction/SKILL.md · Extract text from DOCX and PPTX files using python-docx and python-pptx for content analysis.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/organize-messy-files/file-classification/SKILL.md · Classify academic papers and documents into subject categories using keyword-based text analysis.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/organize-messy-files/pdf-text-extraction/SKILL.md · Extract text from PDF files using Python libraries (PyPDF2, pdfplumber) for content analysis and classification.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/python-scala-translation/python-scala-collections/SKILL.md · Guide for mapping Python collection types and operations to Scala equivalents.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/python-scala-translation/python-scala-functional/SKILL.md · Guide for translating Python functional patterns (map, flatMap, Option, monads) to idiomatic Scala.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/python-scala-translation/python-scala-idioms/SKILL.md · Guide for writing idiomatic Scala including naming conventions, error handling, and pattern matching.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/python-scala-translation/python-scala-oop/SKILL.md · Guide for translating Python classes, inheritance, ABC, generics and builder patterns to idiomatic Scala.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/python-scala-translation/python-scala-syntax-mapping/SKILL.md · Reference for translating Python syntax constructs (enums, dataclasses, type vars, protocols) to Scala equivalents.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/schedule-planning/calendar-parsing/SKILL.md · Techniques for parsing visual calendar PDFs to extract appointment blocks, free slots, and time boundaries.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/schedule-planning/email-scheduling/SKILL.md · Workflow for parsing meeting request emails, matching constraints to calendar availability, and generating reply files.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/stock-data-visualization/d3-csv-loading/SKILL.md · Load and parse CSV data with D3.js v6 using d3.csv() and d3.autoType for local file serving.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/stock-data-visualization/d3-data-table/SKILL.md · Build interactive HTML data tables with D3.js v6, including row highlighting and click-based selection synced with…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/stock-data-visualization/d3-force-bubble-chart/SKILL.md · Create force-simulation bubble charts with D3.js v6, including sector clustering, collision avoidance, tooltips, and…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/temperature-simulation/glm-calibration/SKILL.md · Calibration strategy for GLM lake temperature simulations, including parameter sensitivity and typical ranges.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/temperature-simulation/glm-setup/SKILL.md · Running the General Lake Model (GLM) and understanding its NML configuration file format.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/temperature-simulation/netcdf-analysis/SKILL.md · Reading and analyzing GLM NetCDF output with Python netCDF4 and pandas for RMSE evaluation.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/travel-planning/itinerary-budget-planning/SKILL.md · Planning multi-city travel itineraries with budget constraints, route optimization, and cuisine diversity.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/travel-planning/pet-friendly-filtering/SKILL.md · Filtering accommodations for pet-friendly stays by analyzing house_rules field in accommodation data.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/travel-planning/travel-data-querying/SKILL.md · Querying travel planning datasets (cities, restaurants, accommodations, attractions, distances) for itinerary…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/video-object-counting/ffmpeg-keyframes/SKILL.md · Extract key frames (I-frames) from video files using FFmpeg for analysis and processing.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/video-object-counting/opencv-grayscale/SKILL.md · Convert images from RGB/BGR to grayscale using OpenCV and save in-place.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/video-object-counting/opencv-template-matching/SKILL.md · Count occurrences of a template object in an image using OpenCV template matching with non-maximum suppression.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/weighted-gdp-calculation/excel-index-match/SKILL.md · Using INDEX/MATCH formulas in Excel for two-condition lookups across sheets.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/weighted-gdp-calculation/excel-statistics-formulas/SKILL.md · Excel statistical functions (MIN, MAX, MEDIAN, AVERAGE, PERCENTILE, SUMPRODUCT) with ROUND.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-opus-4-6/weighted-gdp-calculation/openpyxl-formula-editing/SKILL.md · Editing existing Excel files with openpyxl while preserving formatting and adding formulas.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/anthropic-poster-design/anthropic-brand-tokens/SKILL.md · Anthropic official brand color palette, typography standards, and design tokens for consistent brand application.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/anthropic-poster-design/exploded-view-illustration/SKILL.md · Techniques for drawing isometric or orthographic exploded-view hardware diagrams programmatically using Pillow, with…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/anthropic-poster-design/pillow-technical-diagrams/SKILL.md · Create technical poster and diagram images using Pillow (PIL), including shapes, text, lines, and layered composition.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/chinese-poem-generator/chinese-classical-poetry/SKILL.md · How to compose a seven-character regulated verse (七言律诗) in Classical Chinese, including tonal patterns, rhyme schemes…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/court-form-filling/california-small-claims/SKILL.md · How to fill out the California Small Claims Court SC-100 form, including field mapping and required vs. optional fields.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/dbscan-parameter-tuning/dbscan-custom-metric/SKILL.md · Run DBSCAN clustering with a custom distance metric using sklearn, including how to define weighted Euclidean metrics…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/dbscan-parameter-tuning/parallel-grid-search/SKILL.md · Parallelize hyperparameter grid searches using joblib for CPU-bound tasks like DBSCAN clustering evaluation loops.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/dbscan-parameter-tuning/pareto-optimization/SKILL.md · Compute Pareto-optimal frontiers from multi-objective optimization results, including dominance checking and frontier…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/dependency-vulnerability-check/cvss-score-extraction/SKILL.md · Extract CVSS scores from Trivy vulnerability data with proper source priority fallback (NVD > GHSA > RedHat).

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/dependency-vulnerability-check/trivy-offline-vulnerability-scanning/SKILL.md · Use Trivy vulnerability scanner in offline mode to discover security vulnerabilities in dependency files without…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/dependency-vulnerability-check/vulnerability-csv-reporting/SKILL.md · Generate structured CSV security audit reports from Trivy JSON vulnerability data with severity filtering and proper…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/earthquake-plate-calculation/geopandas-distance-analysis/SKILL.md · Calculate distances between geospatial points and boundaries using GeoPandas with proper metric projections (EPSG:4087).

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/earthquake-plate-calculation/plate-tectonics-spatial/SKILL.md · Work with PB2002 plate boundary and polygon data to identify plate membership and boundary distances for earthquakes.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/earthquake-plate-calculation/usgs-earthquake-geojson/SKILL.md · Parse and work with USGS earthquake GeoJSON data, extracting IDs, magnitudes, coordinates, times, and place…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/enterprise-information-search/enterprise-data-retrieval/SKILL.md · Techniques for retrieving and querying structured enterprise data from JSON files containing slack messages, documents…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/enterprise-information-search/json-data-analysis/SKILL.md · Python patterns for analyzing large JSON datasets to find specific information, track tokens, and write answers in the…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/financial-analysis/fuzzy-fund-search/SKILL.md · Fuzzy search SEC 13-F COVERPAGE.tsv to find fund names and accession numbers by approximate name matching.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/financial-analysis/holdings-comparison/SKILL.md · Compare fund holdings between two quarters (Q2 vs Q3) to identify increased/decreased positions by dollar value or…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/financial-analysis/sec-13f-analysis/SKILL.md · Parse and analyze SEC 13-F filing TSV datasets to extract AUM, holdings count, and fund details by accession number.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/fix-security-bug/apache-druid-security/SKILL.md · Security patching for Apache Druid - covers JavaScript execution vulnerabilities, sampler endpoint protection, and…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/fix-security-bug/jackson-injection-security/SKILL.md · Security considerations for Jackson @JacksonInject - preventing JSON input from overriding injected values, covering…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/fix-security-bug/java-patch-workflow/SKILL.md · Workflow for creating and applying patches to Java projects - diff format, patch application, and Maven rebuilds for…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/github-repo-analytics/github-api-pagination/SKILL.md · How to use `gh api` with pagination to retrieve all results from GitHub REST API endpoints, including PRs and issues.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/github-repo-analytics/github-issue-analysis/SKILL.md · Analyze GitHub issues for a date range, counting totals, bug reports (by label substring), and closed bug reports.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/github-repo-analytics/github-pr-stats/SKILL.md · Compute PR statistics (total, merged, closed, avg merge time, top contributor) from GitHub API data using Python or jq.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/nlp-paper-reproduction/pytorch-preference-optimization/SKILL.md · Guide for implementing preference optimization methods (DPO, SimPO, IPO) in PyTorch. Use when implementing loss…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/nlp-paper-reproduction/simpo-loss/SKILL.md · Implements the SimPO (Simple Preference Optimization) loss function from the paper "SimPO: Simple Preference…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/nlp-paper-reproduction/trl-setup/SKILL.md · Setup and installation of TRL (Transformer Reinforcement Learning) library with compatible torch/transformers versions…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/offer-letter-generator/docx-conditional-sections/SKILL.md · Handle {{IF_CONDITION}}...{{END_IF_CONDITION}} conditional blocks in Word templates — keep content and strip markers…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/offer-letter-generator/docx-placeholder-replacement/SKILL.md · Robustly replace {{PLACEHOLDER}} tokens in Word documents, handling split runs across paragraphs, tables, headers, and…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/offer-letter-generator/python-docx/SKILL.md · Core python-docx usage for reading, modifying, and saving Word documents including paragraphs, runs, tables, headers…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/organize-messy-files/arxiv-paper-lookup/SKILL.md · Look up arxiv paper metadata (title, abstract, subject) from arxiv IDs to classify papers by topic without reading full…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/organize-messy-files/file-organizer-by-subject/SKILL.md · Organize files into subject folders using keyword-based classification of titles and abstracts, with fallback to full…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/organize-messy-files/pdf-text-extraction/SKILL.md · Extract text from PDF files using pdfminer or PyMuPDF to read titles and abstracts for classification.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/python-scala-translation/python-scala-builder-pattern/SKILL.md · Implementing immutable fluent builder pattern in Scala as a translation of Python classes with method chaining…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/python-scala-translation/python-scala-circe-json/SKILL.md · Using the circe library for JSON encoding, decoding, and manipulation in Scala as a replacement for Python's json…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/python-scala-translation/python-scala-sealed-enum/SKILL.md · Translating Python Enum classes to Scala sealed abstract classes or sealed traits with companion objects, preserving…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/schedule-planning/email-scheduling/SKILL.md · Parse meeting request emails to extract duration and time constraints, then find the earliest available time slot on a…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/schedule-planning/json-file-processing/SKILL.md · Read input JSON files with email requests and write results.json with reply filenames and recipients.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/schedule-planning/pdf-calendar-parsing/SKILL.md · Use PyMuPDF (fitz) to extract visual calendar blocks from a PDF, including color detection and pixel-to-time conversion.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/stock-data-visualization/d3-color-legend/SKILL.md · Add a categorical color legend to a D3 chart using colored rectangles or circles with text labels, supporting both…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/stock-data-visualization/d3-force-bubble-chart/SKILL.md · Build a force-simulation bubble chart in D3.js v6 where bubbles are sized by a numeric value, colored by category, and…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/stock-data-visualization/d3-interactive-table/SKILL.md · Build a sortable, highlightable HTML data table linked to a D3 chart so clicking a chart element highlights the…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/temperature-simulation/glm-calibration/SKILL.md · Calibrating GLM parameters (Kw, coef_mix_hyp, wind_factor, lw_factor, ch) to minimize RMSE against field observations.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/temperature-simulation/glm-lake-model/SKILL.md · Running the General Lake Model (GLM3) for lake temperature simulation, including configuration file structure and…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/temperature-simulation/glm-netcdf-analysis/SKILL.md · Extracting and analyzing GLM NetCDF output to compute RMSE against field observations using exact datetime+depth…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/travel-planning/itinerary-json-output/SKILL.md · How to structure and write a valid travel itinerary JSON file matching the required schema for…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/travel-planning/travel-itinerary-data/SKILL.md · How to query and filter travel itinerary datasets (restaurants, accommodations, attractions, distances) to build…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/video-object-counting/ffmpeg-keyframes/SKILL.md · Extract I-frame keyframes from video files using FFmpeg command line, saving them as numbered PNG images.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/video-object-counting/opencv-template-matching/SKILL.md · Count occurrences of a template object in an image using OpenCV template matching with NMS.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/video-object-counting/pillow-grayscale/SKILL.md · Convert images to grayscale in-place using Pillow (PIL), overwriting original RGB files.

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/weighted-gdp-calculation/excel-index-match/SKILL.md · Using INDEX&MATCH (single and dual condition) for dynamic lookups across rows and columns in Excel, including…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/weighted-gdp-calculation/excel-openpyxl-formulas/SKILL.md · Editing Excel files with openpyxl to insert formulas while preserving all existing formatting, styles, colors, and…

cxcscmu/skilllearnbench · skills/b1-one-shot-claude-sonnet-4-6/weighted-gdp-calculation/excel-weighted-mean/SKILL.md · Calculating GDP-weighted means and other weighted statistics in Excel using SUMPRODUCT, including net exports as…

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/anthropic-poster-design/anthropic-brand-design/SKILL.md · Guidelines for applying Anthropic's visual identity and brand tokens in technical and marketing artifacts.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/anthropic-poster-design/image-generation-pillow/SKILL.md · Technical image generation using Python's Pillow library. Use this when you need to programmatically create diagrams…

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/chinese-poem-generator/mandarin-rhyme/SKILL.md · Rules for rhyming in poetry based on modern Mandarin (Pinyin).

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/chinese-poem-generator/qiyan-lvshi/SKILL.md · Rules for composing Chinese seven-character regulated verse (Qi Yan Lv Shi).

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/court-form-filling/pdf-form-filling/SKILL.md · Methods for programmatically filling PDF forms (AcroForms) and saving the results using pypdf.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/court-form-filling/pdf-inspection/SKILL.md · Techniques for inspecting PDF form fields and their properties using Python libraries like pypdf.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/dbscan-parameter-tuning/custom-dbscan-metric/SKILL.md · Implementation of a custom distance metric for DBSCAN clustering using scipy and sklearn.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/dbscan-parameter-tuning/greedy-matching-evaluation/SKILL.md · Greedy matching algorithm to pair predicted cluster centroids with ground truth points for F1 and distance metrics.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/dbscan-parameter-tuning/parallel-grid-search/SKILL.md · Efficiently perform hyperparameter grid search using parallel processing.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/dbscan-parameter-tuning/pareto-frontier/SKILL.md · Identify Pareto-optimal points from a set of multi-objective solutions.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/dependency-vulnerability-check/cvss-score-extraction/SKILL.md · Extract and prioritize CVSS scores from multiple sources in vulnerability reports to ensure the most accurate data is…

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/dependency-vulnerability-check/trivy-offline-vulnerability-scanning/SKILL.md · Use Trivy in offline mode to scan dependency files for security vulnerabilities without requiring internet access.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/dependency-vulnerability-check/vulnerability-csv-reporting/SKILL.md · Generate structured CSV security audit reports from vulnerability data with proper filtering and formatting.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/earthquake-plate-calculation/accurate-distance-calculation/SKILL.md · Using map projections to calculate real-world distances in meters or kilometers accurately.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/earthquake-plate-calculation/geospatial-data-loading/SKILL.md · Techniques for loading and initial processing of GeoJSON and coordinate-based datasets using GeoPandas.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/earthquake-plate-calculation/spatial-filtering/SKILL.md · Methods for filtering GeoDataFrames based on spatial relationships like containment and intersection.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/enterprise-information-search/json-extraction/SKILL.md · Skill to extract information from the structured JSON data, including Slack messages and document metadata.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/enterprise-information-search/token-estimation/SKILL.md · Skill to estimate the number of consumed tokens for the task.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/financial-analysis/13f-comparison/SKILL.md · Compare holdings between two quarters or find top holders of a specific stock.

cxcscmu/skilllearnbench · skills/b1-one-shot-gemini-3-flash-preview/financial-analysis/13f-data-extraction/SKILL.md · Extract AUM, holdings count, and detailed holding information for a specific fund.