cxcscmu/SkillLearnBench - Page 6

file-data-extraction

Techniques for parsing TSV/JSON files for financial reporting data (13F).

financial-analysis-logic

Logical patterns for comparing 13F holdings across quarters to determine net change.

apache-druid-security

Security practices and vulnerability patching for Apache Druid, focusing on JavaScript sandbox configuration.

java-patching

Techniques for applying security fixes to Java projects using git, diffs, and Maven.

gh-analytics

Skills for querying GitHub API data using the `gh` CLI, specifically for extracting PR and issue metrics.

json-processing

Skills for processing JSON data in the CLI, primarily using `jq`.

environment-setup

Procedures for setting up the python environment, installing dependencies, and verifying installations.

simpo-implementation

Guidelines for implementing the SimPO loss function as per the SimPO paper.

docx-manipulation

Manipulate Word documents using python-docx, including text replacement and handling conditional sections.

json-processing

Efficiently read and parse JSON files for use in automation tasks.

file-management

This skill covers organizing files into subdirectories by subject matter.

pdf-text-extraction

Use this skill to extract text from PDF files to determine their subject matter.

scala-data-modeling

Modeling domain entities and transformations using case classes, companion objects, and type-safe hierarchies.

scala-functional-idioms

Idiomatic functional programming in Scala using sealed traits, pattern matching, and Option/Either for robust error handling.

calendar-scheduler

Logic for calculating meeting slots based on constraints and availability.

json-parser

Parsing JSON input files for structured data extraction.

pdf-analyzer

Extracting text and metadata from PDF documents.

d3-data-binding

Efficiently binding data to DOM elements and handling user interactions like hover and click in D3.js.

d3-force-clustering

Creating bubble clusters in D3.js using force simulations.

Source text: Undetermined

d3-table-rendering

Creating data-driven HTML tables using D3.js.

data-analysis

This skill covers computing RMSE metrics from observational and simulated water temperature data.

glm-simulation

This skill covers running the General Lake Model (GLM) and modifying its configuration file (glm3.nml).

data-miner

Provides methods to search, parse, and filter local CSV files in /app/data/.

itinerary-generator

Handles the structural requirements and formatting of the 7-day travel itinerary JSON.

ffmpeg-frame-extraction

Use ffmpeg to extract key frames (I-frames) from a video file into a directory.

image-grayscale-conversion

Use ImageMagick to convert an image to grayscale inplace.

object-counting-in-images

Detect and count occurrences of template images within a larger target image.

data-lookup

Advanced data retrieval in Excel using INDEX and MATCH.

excel-analysis

Techniques for statistical analysis in Excel including weighted means, percentiles, and rounding.

python-pillow-diagrams

Create clean technical posters and diagrams using the Python Pillow library, including shape drawing, typography placement, and annotation.

chinese-poetry-qilv

Explains the rules, forms, and modern rhyming conventions for composing a seven-character regulated verse (Qi Lu).

cli-file-writing

How to write multi-line text files using command line interfaces.

python-pypdf

Guide on using the Python pypdf library to read, write, and fill PDF forms programmatically.

custom-distance-metrics

Custom distance metric implementation for use with clustering algorithms like DBSCAN.

parallel-processing

Parallel processing with joblib to speed up computationally intensive parameter grid searches.

pareto-optimization

Algorithm to identify Pareto-optimal points from a set of multi-objective evaluations.

csv-reporting

Output vulnerability reports as a formatted CSV file.

cvss-extraction

Extract CVSS scores from Trivy JSON output.

trivy-offline-scanning

Use Trivy for offline vulnerability scanning of dependency files like package-lock.json.

geopandas-distance-calculation

How to calculate distance between points and other geometries (like lines or polygons) in metric units using GeoPandas.