cxcscmu/SkillLearnBench - Page 8

pareto-frontier

Identify Pareto-optimal points from a set of multi-objective solutions.

cvss-score-extraction

Extract and prioritize CVSS scores from multiple sources in vulnerability reports to ensure the most accurate data is used.

trivy-offline-vulnerability-scanning

Use Trivy in offline mode to scan dependency files for security vulnerabilities without requiring internet access.

vulnerability-csv-reporting

Generate structured CSV security audit reports from vulnerability data with proper filtering and formatting.

accurate-distance-calculation

Using map projections to calculate real-world distances in meters or kilometers accurately.

geospatial-data-loading

Techniques for loading and initial processing of GeoJSON and coordinate-based datasets using GeoPandas.

spatial-filtering

Methods for filtering GeoDataFrames based on spatial relationships like containment and intersection.

json-extraction

Skill to extract information from the structured JSON data, including Slack messages and document metadata.

token-estimation

Skill to estimate the number of consumed tokens for the task.

13f-comparison

Compare holdings between two quarters or find top holders of a specific stock.

13f-data-extraction

Extract AUM, holdings count, and detailed holding information for a specific fund.

13f-search

Search for fund accession numbers and stock CUSIPs using fuzzy matching.

jackson-security

Security considerations for Jackson JSON deserialization, specifically regarding `@JacksonInject` and unintended property overrides.

java-javascript-security

Best practices for securing JavaScript execution in Java applications using ScriptEngines like Rhino or Nashorn.

gh-data-retrieval

Retrieve pull request and issue data from GitHub repositories using the gh CLI with specific filters and JSON output for downstream processing.

jq-data-processing

Process JSON data from GitHub CLI using jq to calculate metrics like average merge times, counts, and top contributors.

model-verification-unit-tests

Verifies model components like loss functions using unit tests and saves the results as NumPy archives.

nlp-environment-management

Manages NLP environments, handling library dependencies like PyTorch, Transformers, and custom local packages.

simpo-loss-implementation

Implements the Simple Preference Optimization (SimPO) loss function in PyTorch, focusing on length-normalized log probabilities and target reward margins.

python-docx

Manipulate Word documents (.docx) using Python, including placeholder replacement and conditional section handling.

batch-organizer

Efficiently organizes large numbers of files into directories.

document-classifier

Logic for categorizing documents into subjects based on keyword matching.

office-extraction

Extracts text from DOCX and PPTX documents for content analysis.

pdf-extraction

Extracts text from PDF documents for content analysis.

python-scala-functional

Mapping Python's functional tools to idiomatic Scala equivalents, including lambdas and collection methods.

python-scala-libraries

Mapping standard and common libraries from Python to Scala, including datetime, decimal, and JSON.

python-scala-oop

Translating Python classes, inheritance, and generic variance to Scala equivalents.

python-scala-syntax-mapping

Basic syntax and type mapping from Python to Scala, including primitive types and common control structures.

meeting-request-parser

Parse duration and time constraints from email text.

pdf-calendar-extractor

Extract text and identifying colored regions (e.g., rectangles) from a PDF using pdfplumber.

scheduling-engine

Algorithm to find earliest available meeting slots given constraints and existing appointments.

d3-data-formatting

Loading CSV data, formatting currency/large numbers, and implementing tooltips in D3.

d3-force-clustering

Techniques for creating clustered bubble charts using D3 force simulations (v6).

d3-interactive-table

Building dynamic tables with D3 and implementing bidirectional interactions with SVG elements.

glm-evaluator

A skill to process GLM NetCDF output and calculate specific RMSE metrics by merging with field observations.

glm-nml-edit

A skill to edit GLM's namelist file (glm3.nml) by safely updating parameter values within specific blocks.

glm-runner

A skill to execute the GLM binary and manage its simulation output.

data-processing

Filter CSV data (restaurants, accommodations, attractions) based on criteria like city, cuisine, budget, and pet-friendliness.

itinerary-formatter

Create a JSON structure for a 7-day travel plan.

route-planning

Use a distance matrix CSV to find travel time and distance between cities for self-driving trips.