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SkillsMP 已收集 cxcscmu/SkillLearnBench 中的 1,216 个 Skill。打开任一 Skill 可查看来源和详情。
cxcscmu/SkillLearnBench已展示 40 / 1,216 个已收集 Skill。
Generate filled offer letters from a JSON employee data file and a Word template. Use this skill whenever you need to create offer letters by matching data fields to document placeholders, handling conditional relocation packages, and saving the final…
原文语言：英语
Replace placeholders in Word documents (.docx files) and handle conditional sections. Use this skill whenever you need to fill in {{PLACEHOLDER}} markers in a .docx template, or when working with conditional blocks like {{IF_CONDITION}}...{{END_IF_CONDITION}}.
原文语言：英语
Organize large collections of files into categorized folders. Use this skill when you need to move or copy 100+ files into multiple destination folders based on classification data. Handles PDF, DOCX, PPTX and other file types while preserving original…
原文语言：英语
Classify documents by subject matter. Use this skill when you need to determine which category (LLM, Trapped Ion & Quantum Computing, Black Hole, DNA, Music History) a PDF, DOCX, or PPTX file belongs to based on its content. Analyzes titles, abstracts,…
原文语言：英语
How to handle type variance in Scala generics when translating from Python's flexible type system. Use this whenever translating Python generic types (TypeVar with covariant/contravariant bounds) to Scala. Covers covariance (+T), contravariance (-T), and…
原文语言：英语
How to convert Python mutable dataclasses and enums to immutable Scala case classes, sealed traits, and sealed objects. Use when translating Python @dataclass, Enum, and mutable collection patterns to idiomatic Scala. Covers immutable-by-default patterns,…
原文语言：英语
Scala patterns specific to tokenizer implementations: builder pattern with generics, JSON handling with circe, temporal types (LocalDate/LocalDateTime), and functional tokenization pipelines. Use when implementing tokenizer classes, handling JSON structures,…
原文语言：英语
How to convert Python Protocol classes (structural typing) to Scala traits and type classes. Use when translating Python's @runtime_checkable Protocol patterns to Scala's nominal typing with traits. Covers trait-based abstraction, implicit type classes, and…
原文语言：英语
Parse meeting request emails from test_input.json to extract meeting details. This skill helps extract recipient email, message ID, meeting duration, and any date/time constraints from JSON email records. Use this whenever you need to process meeting requests…
原文语言：英语
Generate properly formatted meeting confirmation emails and save results. This skill handles creating reply text files with exact formatting (date format with day name and full date, time format with leading zeros), generating results.json with metadata, and…
原文语言：英语
Find the earliest available meeting time slots that satisfy constraints. This skill implements the scheduling algorithm to match meeting requests with available calendar slots, handling blue (flexible) block overwriting, time constraints, and date…
原文语言：英语
Extract appointments and time blocks from a calendar PDF. This skill helps parse calendar.pdf to identify appointment blocks, their positions on the timeline, duration, and color coding (including blue blocks that represent flexible/overwritable slots). Use…
原文语言：英语
Synchronize interactions between D3 visualizations and HTML tables, enabling click-to-highlight and hover effects across both elements. Use this skill when you need chart and table elements to stay in sync - clicking a bubble highlights its table row,…
原文语言：英语
Create sector-clustered bubble charts with D3.js force simulation. Use this skill when building bubble charts that need to cluster elements by category (sectors, regions, types), avoid overlap, size bubbles by numeric values, and organize clusters spatially.…
原文语言：英语
Load, parse, and transform stock market data from CSV files for D3 visualization. Use this skill when working with financial CSV data, handling missing values (ETFs often lack market cap/country data), formatting market capitalization as human-readable…
原文语言：英语
Calibrating General Lake Model (GLM) parameters to match field observations of water temperature. Use this skill whenever you need to adjust light extinction (Kw), mixing coefficients (coef_mix_hyp), or atmospheric bulk transfer factors (wind_factor,…
原文语言：英语
Managing and modifying GLM configuration files (glm3.nml) for calibration. Use this skill whenever you need to safely update GLM parameters, preserve non-calibration settings, validate configuration syntax, or manage multiple parameter sets. Essential for…
原文语言：英语
How to run the General Lake Model (GLM) for lake water temperature simulation. Use this skill whenever you need to execute GLM simulations, understand GLM configuration files (*.nml), interpret GLM output (NetCDF), or troubleshoot GLM execution. Essential for…
原文语言：英语
Computing RMSE (Root Mean Squared Error) and other metrics for water temperature model validation. Use this skill whenever you need to match simulated temperatures with field observations, compute RMSE by depth categories, calculate annual/seasonal subsets,…
原文语言：英语
Build multi-day travel itineraries with routing, scheduling, and constraint satisfaction. Use this skill whenever creating a structured travel plan that must span multiple days, visit specific cities, include meals and accommodations, and respect travel time…
原文语言：英语
Optimize travel costs including accommodations, meals, transportation, and attractions while respecting budget constraints. Use this skill whenever building a trip with specific budget limits that require cost calculation, price comparison, or financial…
原文语言：英语
Parse and search travel-related databases including cities, accommodations, restaurants, attractions, and distances. Use this skill whenever building a travel itinerary that requires querying real-world data from CSV files or text databases. This skill helps…
原文语言：英语
Complete workflow for analyzing Super Mario game video frames and generating statistics. Use this skill when you need to extract video frames, process them for analysis, count game objects using template matching, and generate CSV reports of game element…
原文语言：英语
Count specific objects in images using template matching with reference object images. Use this skill when you need to detect and count game elements, sprites, or recurring visual patterns in screenshots or game frames using a template image as reference.
原文语言：英语
Extract keyframes from MP4 video files and convert them to grayscale. Use this skill when you need to process video files for analysis by extracting I-frames (keyframes) and converting them to grayscale images for computer vision tasks.
原文语言：英语
Calculate financial metrics in Excel including percentages of GDP, percentage changes, and weighted averages. Use this skill when working with economic data, calculating net exports as percentage of GDP, or deriving financial ratios from raw data.
原文语言：英语
Master two-condition lookups in Excel using INDEX&MATCH, XLOOKUP&MATCH, and HLOOKUP&MATCH. Use this skill whenever working with Excel lookups that require matching on two or more criteria (e.g., finding values based on both a row and column condition, or…
原文语言：英语
Anthropic's official brand design tokens — colors, typography, and visual style guidelines. Use this skill whenever generating visual assets, posters, diagrams, or any artifact that must conform to Anthropic's corporate brand identity. Triggers on: Anthropic…
原文语言：英语
Generate technical exploded-view posters of hardware devices using Python Pillow. Use this skill when creating engineering diagrams, exploded-view illustrations, hardware layer breakdowns, or technical documentation posters programmatically. Triggers on:…
原文语言：英语
Rules and structure for composing Chinese seven-character regulated verse (七言律诗). Use this skill whenever composing, analyzing, or explaining 七言律诗, 律诗, or classical Chinese regulated verse — even if the user just says "write a Chinese poem" in a formal style.
原文语言：英语
Classical Chinese poetic imagery and techniques for war and peace themes. Use this skill when composing or analyzing Chinese poetry about war, peace, soldiers, refugees, or the suffering of common people during conflict.
原文语言：英语
California Small Claims Court SC-100 form field mapping and filling guide. Use this skill when filling out California SC-100 Plaintiff's Claim forms, understanding small claims court procedures, or mapping case details to SC-100 form fields.
原文语言：英语
Fill PDF form fields programmatically using Python and pypdf. Use this skill whenever the user needs to fill out a PDF form, set text fields, or check checkboxes in a PDF document.
原文语言：英语
Define custom distance/similarity metrics for clustering and ML algorithms. Use when working with DBSCAN, sklearn, or scipy distance functions with application-specific metrics.
原文语言：英语
Parallel processing with joblib for grid search and batch computations. Use when speeding up computationally intensive tasks across multiple CPU cores.
原文语言：英语
Multi-objective optimization with Pareto frontiers. Use when optimizing multiple conflicting objectives simultaneously, finding trade-off solutions, or computing Pareto-optimal points.
原文语言：英语
Extract CVSS (Common Vulnerability Scoring System) scores from vulnerability data sources with proper fallback handling. This skill covers understanding CVSS v3, handling multiple score sources (NVD, GHSA, RedHat), implementing source priority logic, and…
原文语言：英语
Use Trivy vulnerability scanner in offline mode to discover security vulnerabilities in dependency files. This skill covers setting up offline scanning, executing Trivy against package lock files, and generating JSON vulnerability reports without requiring…
原文语言：英语
Generate structured CSV security audit reports from vulnerability data with proper filtering and formatting. This skill covers CSV schema design for security reports, using Python csv.DictWriter, severity-based filtering, and field mapping from JSON to…
原文语言：英语
Calculate geodesic distances between earthquake points and plate boundaries using GeoPandas projections. Use this skill when computing distances in kilometers between geographic points and linestring/polygon boundaries, especially for finding the earthquake…
原文语言：英语