cxcscmu/SkillLearnBench - 第 18 页

generate-community-pulse-report-json

Compile gathered PR and issue metrics into a properly formatted JSON file at /app/report.json with the exact required structure and data types.

原文语言：英语

identify-top-pr-contributor-in-december

Determine which person opened the most pull requests in December 2024 by analyzing author data from the PR query results.

原文语言：英语

query-github-issues-for-december-activity

Fetch all issues created in December 2024 from cli/cli repository using correct date filtering, and identify bug-related issues based on label substring matching.

原文语言：英语

query-github-prs-for-december-activity

Fetch all pull requests created in December 2024 from cli/cli repository using the GitHub CLI, applying correct date range filtering to ensure accurate total count and contributor identification.

原文语言：英语

check-repository-dependencies

Use when starting a new project to verify Python version requirements declared in configuration files. This prevents version mismatches before environment setup.

原文语言：英语

implement-simpo-loss-function

Use when implementing the `simpo_loss` function in SimPOTrainer class. Extract loss computation logic from the paper and translate it to PyTorch code that accepts the expected tensor inputs.

原文语言：英语

install-project-dependencies-in-python-3-10

Use after activating Python 3.10 environment to install project dependencies without version conflicts. This ensures all packages are compatible with the target Python version.

原文语言：英语

run-unit-test-in-python-3-10-environment

Use to execute the unit test within the Python 3.10 virtual environment after implementing the loss function. This validates the implementation against fixed input tensors.

原文语言：英语

set-up-python-3-10-environment

Use when you need to switch from an incompatible Python version to Python 3.10 before project setup. This ensures the correct runtime environment for dependency installation and test execution.

原文语言：英语

build-replacement-dictionary-for-word-template-placeholders

Use this skill to create the regex patterns and replacement values needed to fill placeholders in a Word template. Organize patterns for easy iteration and ensure proper escaping.

原文语言：英语

extract-and-replace-text-in-word-document-runs

Use this skill to safely find and replace placeholder text in Word document paragraphs at the run level. This handles cases where placeholder text is split across multiple runs, which is common in Word documents and breaks simple string replacement.

原文语言：英语

load-and-validate-data-from-json-for-document-templating

Use this skill to read employee/candidate data from a JSON file and validate that all required fields exist before attempting document generation. This prevents placeholder errors caused by missing data.

原文语言：英语

process-conditional-sections-in-word-documents

Use this skill to handle conditional content blocks marked with {{IF_CONDITION}}...{{END_IF_CONDITION}} in Word documents. Keep or remove the entire block based on a condition, and clean up the marker text. Apply this during paragraph processing, not as a…

原文语言：英语

save-modified-word-document-to-disk

Use this skill to write a modified python-docx Document object back to a .docx file, handling file paths and permissions correctly.

原文语言：英语

traverse-all-locations-in-word-documents

Use this skill when you need to find and process text in Word documents beyond just `doc.paragraphs`. Include tables, headers, and footers to ensure no content is missed.

原文语言：英语

classify-documents-by-subject-content

Use this skill to analyze extracted text content from documents and classify them into the correct subject folder based on keyword matching and content analysis.

原文语言：英语

extract-docx-content-and-structure

Use this skill to extract text and structure from Word documents (.docx files) to determine their subject for classification into the correct folder.

原文语言：英语

extract-pdf-content-and-metadata

Use this skill to extract the full text, title, abstract, and keywords from PDF files to determine their actual subject matter. Essential for content-based sorting when PDF filenames may be arXiv IDs or other non-descriptive identifiers.

原文语言：英语

extract-pptx-content-and-structure

Use this skill to extract text, slide titles, and content from PowerPoint presentations to accurately determine their subject matter for classification.

原文语言：英语

scan-source-directory-and-plan-organization

Use this skill at the start to scan the source directory, identify all files, create a processing plan, and establish the destination folder structure.

原文语言：英语

track-and-verify-file-organization

Use this skill to systematically track all files before and after sorting to ensure no files are lost, duplicated, or left out during the organization process.

原文语言：英语

python-to-scala-translation-fundamentals

Core principles for translating Python code to idiomatic Scala, including paradigm shifts from procedural/OOP to functional programming, type system differences, and structural refactoring strategies.

原文语言：英语

scala-functional-programming-for-data-processing

Functional programming patterns in Scala for data transformation, collection processing, and batch operations suitable for distributed systems.

原文语言：英语

scala-naming-conventions-and-style

Scala-specific naming conventions, code organization patterns, and style guidelines that differ from Python conventions.

原文语言：英语

scala-testing-and-type-safety

Scala's type system features, testing patterns, and integration with test specifications for ensuring correctness of translated code.

原文语言：英语

scala-trait-and-class-design

How to structure abstract base classes, trait hierarchies, and inheritance patterns in Scala for the tokenizer domain.

原文语言：英语

calendar-slot-matching

Matches each meeting request against available calendar slots, respecting date and time constraints, and prioritizing flexible (blue) blocks for overwriting. Selects the earliest available slot that accommodates the meeting.

原文语言：英语

extract-request-details

Parses email messages from JSON input file to extract meeting duration, date constraints, time-of-day constraints, and recipient contact information for each meeting request.

原文语言：英语

pdf-calendar-parsing

Extracts calendar structure, time slots, existing appointments, and timezone from a PDF calendar document. Maps pixel positions to actual times using axis labels, identifies appointment blocks with their colors, and determines which dates are covered by the…

原文语言：英语

copy-input-data-directory-structure

Use Node.js file system operations to recursively copy the entire `/root/data/indiv-stock/` directory (including all subdirectories and files) to `/root/output/data/indiv-stock/` to preserve the original directory structure for the web app

原文语言：英语

define-css-classes-for-selection-and-highlighting-states

Create CSS styling for `.selected` (bubbles), `.highlighted` (table rows), and `.tooltip` classes to provide clear visual feedback for user interactions

原文语言：英语

identify-etf-entries-for-conditional-rendering

Create a utility function to reliably detect ETF entries by checking for null/undefined marketCap values, enabling conditional tooltip display and styling

原文语言：英语

implement-tooltip-display-with-correct-positioning

Create and manage a D3 tooltip element that displays on hover for non-ETF stocks with dynamic positioning based on mouse movement

原文语言：英语

load-and-validate-stock-data-for-ticker-field-presence

Load CSV data and verify all stock entries contain the required `ticker` field with non-empty string values before using in selection matching logic

原文语言：英语

synchronize-bubble-and-table-row-selection

Implement click handlers on both bubble chart and data table that maintain synchronized highlighting/selection state across both visualizations

原文语言：英语

glm-basics

Set up and validate the GLM environment for Lake Mendota simulation. Use this skill to verify the configuration file exists, inspect current calibration parameters, and confirm all input data (meteorological forcing, field observations, initial profile) are…

原文语言：英语

glm-parameter-modifier

Safely modify specific calibration parameters in the GLM configuration file. Use this skill when you need to update Kw, coef_mix_hyp, wind_factor, lw_factor, or ch while preserving all other settings and respecting published calibration ranges.

原文语言：英语

diverse-cuisine-restaurant-matching

Select restaurants across multiple cuisine types (American, Mediterranean, Chinese, Italian) that meet quality standards and budget. Use this when meal planning requires variety across different culinary traditions.

原文语言：英语

multi-city-road-trip-planning

Plan a multi-day road trip across multiple cities without flights, considering driving distances, travel time between destinations, and logical routing to minimize backtracking. Use this when building itineraries that require ground transportation between…

原文语言：英语

ohio-attractions-and-pois-research

Identify major attractions, points of interest, and notable sites across three Ohio cities that appeal to general travelers. Use this when building activities for a multi-city itinerary.

原文语言：英语