cxcscmu/SkillLearnBench - Seite 29

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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…

Quellsprache: Englisch

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).

Quellsprache: Englisch

enterprise-data-retrieval

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

Quellsprache: Englisch

json-answer-formatter

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

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

druid-vulnerability-fix

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

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

calendar-parser

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

Quellsprache: Englisch

email-parser

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

Quellsprache: Englisch

meeting-scheduler

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

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

image-processing

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

Quellsprache: Englisch

object-counting

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

Quellsprache: Englisch

video-frame-extraction

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

Quellsprache: Englisch

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).

Quellsprache: Englisch

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).

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

joblib-parallel-gridsearch

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

Quellsprache: Englisch

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).

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch

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.

Quellsprache: Englisch