cxcscmu/SkillLearnBench - الصفحة ٢٩

cvss-report-generation

How to generate security audit reports in CSV format. Use this skill whenever you need to produce a `/root/security_audit.csv` report.

لغة النص الأصلي: الإنجليزية

dependency-vulnerability-audit

How to perform security audits on package-lock.json. Use this skill whenever you need to identify HIGH or CRITICAL vulnerabilities in project dependencies.

لغة النص الأصلي: الإنجليزية

geopandas-projection-tools

Handles CRS transformations and distance calculations in kilometers. Use this for converting between geographic coordinates (WGS84) and equal-area projections (like Lambert Azimuthal Equal Area centered on the Pacific region) for accurate distance…

لغة النص الأصلي: الإنجليزية

geospatial-earthquake-analysis

Handles loading and processing of earthquake and plate boundary data. Use this for reading, filtering, and joining geospatial datasets related to tectonics (plates, boundaries, earthquake points).

لغة النص الأصلي: الإنجليزية

enterprise-data-retrieval

Retrieve information from enterprise JSON datasets in /root/DATA.

لغة النص الأصلي: الإنجليزية

json-answer-formatter

Format retrieval answers as a dictionary in /root/answer.json.

لغة النص الأصلي: الإنجليزية

13f-analysis-guide

How to analyze 13F filings. Use this skill to process COVERPAGE.tsv, INFOTABLE.tsv, and metadata for hedge fund holdings and AUM.

لغة النص الأصلي: الإنجليزية

druid-maven-build

How to rebuild Apache Druid after applying patches. Use this whenever the codebase has been modified and needs a partial or full rebuild.

لغة النص الأصلي: الإنجليزية

druid-vulnerability-fix

How to fix the Apache Druid JavaScript sampler vulnerability. Use this skill when patching Druid code to block arbitrary JavaScript execution.

لغة النص الأصلي: الإنجليزية

gh-data-gathering

How to gather PR and issue data from a GitHub repository using the gh CLI for monthly reports. Use this skill whenever you need to fetch monthly metrics from a repository.

لغة النص الأصلي: الإنجليزية

report-generator

How to process GitHub API JSON output into a structured report.json for monthly analytics. Use this whenever you have raw JSON data from the gh CLI.

لغة النص الأصلي: الإنجليزية

environment-setup

Procedures for setting up the environment for research projects involving Python, PyTorch, and NLP models. Use whenever environment requirements (environment.yml) are present.

لغة النص الأصلي: الإنجليزية

simpo-loss-implementation

Guidelines for implementing the SimPO (Simple Preference Optimization) loss function for NLP model training. Use this skill when modifying trainers or implementing preference-based loss functions in transformer projects.

لغة النص الأصلي: الإنجليزية

file-classifier

Use this skill to classify PDF, PPTX, or DOCX files into subject categories: LLM, trapped_ion_and_qc, black_hole, DNA, or music_history. Analyze filenames and available content to determine the correct category.

لغة النص الأصلي: الإنجليزية

calendar-parser

Extract appointments from calendar.pdf. Use whenever you need to determine availability from the calendar.

لغة النص الأصلي: الإنجليزية

email-parser

Extract meeting request details from JSON input. Use whenever you process meeting requests.

لغة النص الأصلي: الإنجليزية

meeting-scheduler

Schedule meetings and generate response text files. Use whenever you have a meeting request to process and confirm.

لغة النص الأصلي: الإنجليزية

d3-stock-viz

Use this skill for D3.js (v6) force-directed bubble charts and linked data tables. Always use this when tasked with financial data visualization using D3.js.

لغة النص الأصلي: الإنجليزية

glm-metrics

How to calculate and save GLM performance metrics (RMSE) to metrics.json. Use this whenever the user asks for RMSE checks or final model evaluation.

لغة النص الأصلي: الإنجليزية

glm-simulation

How to run GLM, modify calibration parameters, and manage simulation outputs. Use this whenever the user wants to run, calibrate, or troubleshoot GLM simulations.

لغة النص الأصلي: الإنجليزية

data-querying

How to query CSV datasets in /app/data to extract information like accommodations, attractions, and restaurants. Use this skill whenever you need to look up data from files in the /app/data directory.

لغة النص الأصلي: الإنجليزية

itinerary-planning

How to construct a 7-day, pet-friendly travel itinerary for three Ohio cities starting from Minneapolis without using flights. Use this skill for planning, organizing the itinerary data, and formatting the final JSON output.

لغة النص الأصلي: الإنجليزية

image-processing

Use this skill for image conversion, such as grayscale conversion, to prepare images for analysis.

لغة النص الأصلي: الإنجليزية

object-counting

Use this skill for counting specific objects (coins, enemies, turtles) in images using template matching.

لغة النص الأصلي: الإنجليزية

video-frame-extraction

Use this skill to extract key frames from MP4 video files into a target directory.

لغة النص الأصلي: الإنجليزية

excel-data-processing

How to perform data lookups in Excel using INDEX and MATCH. Use this skill when needing to extract data from a source table based on two conditions (e.g., Row header and Column header).

لغة النص الأصلي: الإنجليزية

weighted-mean-calculation

How to calculate weighted means in Excel using SUMPRODUCT. Use this skill when calculating the weighted average for a group (e.g., GCC Countries) by multiplying values by their corresponding weights (e.g., GDP).

لغة النص الأصلي: الإنجليزية

anthropic-brand-standards

How to apply Anthropic's official brand colors, typography, and design guidelines. Use this skill whenever the user mentions Anthropic styling, corporate colors, brand accents, or visual formatting for Anthropic.

لغة النص الأصلي: الإنجليزية

exploded-view-generator

How to generate 2D isometric or exploded-view technical posters programmatically. Use this skill whenever the user asks for a technical exploded-view, internal hardware layers, or an isometric hardware diagram.

لغة النص الأصلي: الإنجليزية

qiyan-lushi-composition

How to compose a seven-character regulated verse (Qiyan Lushi). Use this skill whenever the user asks to write a seven-character regulated verse or traditional Chinese poetry, even if they don't explicitly mention the rules.

لغة النص الأصلي: الإنجليزية

sc100-form-filler

How to map and fill the California Small Claims Court form SC-100 (Plaintiff's Claim and ORDER to Go to Small Claims Court). Use this skill whenever the user mentions filling an SC-100 form or filing a small claims case in California.

لغة النص الأصلي: الإنجليزية

dbscan-custom-distance

Define custom distance metrics for DBSCAN clustering. Use this skill whenever a task requires clustering points with unequal weighting or application-specific distances.

لغة النص الأصلي: الإنجليزية

joblib-parallel-gridsearch

Perform parallel grid search using joblib. Use this skill whenever a task requires optimizing multiple hyperparameters simultaneously across CPU cores.

لغة النص الأصلي: الإنجليزية

pareto-frontier-optimization

Compute the Pareto frontier for multi-objective optimization. Use this skill whenever a task requires finding optimal trade-offs between conflicting metrics (e.g., maximize F1, minimize distance).

لغة النص الأصلي: الإنجليزية

geospatial-analysis

How to perform geospatial analysis using GeoPandas. Use this skill whenever the user mentions maps, coordinates, geospatial distance, plate boundaries, earthquakes, or spatial data, even if they don't explicitly ask for it.

لغة النص الأصلي: الإنجليزية

enterprise-data-retrieval

How to extract and format enterprise product data for specific queries. Use this skill whenever the user asks to retrieve employee IDs, report authors, competitor URLs, or insights from JSON enterprise product or metadata files.

لغة النص الأصلي: الإنجليزية

druid-jackson-security

Securing Apache Druid's JavaScriptConfig deserialization. Use this skill whenever patching or securing Jackson deserialization in Druid, especially regarding the empty key ("") bypass.

لغة النص الأصلي: الإنجليزية

maven-build-skip

Guide on how to rebuild Druid using Maven while skipping unnecessary checks. Use this skill when asked to compile or build Druid.

لغة النص الأصلي: الإنجليزية

github-metrics

How to calculate GitHub community pulse metrics using the `gh` CLI. Use this skill whenever the user asks for pull request metrics, issue metrics, community pulse, average merge times, top contributors, or bug reports over a specific timeframe.

لغة النص الأصلي: الإنجليزية

pytorch-loss-implementation

How to implement custom loss functions in PyTorch. Use this skill whenever the user asks to implement a loss function, write a custom criterion, or mentions PyTorch tensor operations for backpropagation.

لغة النص الأصلي: الإنجليزية