Menü
Skills in diesem Repository
SkillsMP hat 1.216 Skills aus cxcscmu/SkillLearnBench gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
cxcscmu/SkillLearnBenchEs werden 40 von 1.216 gesammelten Skills angezeigt.
Match clustered centroids to expert annotations using greedy nearest-neighbor matching with distance constraints. Compute F1 scores and delta metrics for clustering quality assessment.
Quellsprache: Englisch
Load citizen science and expert annotation datasets, match them by image using file_rad column, handle missing data, and prepare data for clustering evaluation.
Quellsprache: Englisch
Format and write Pareto frontier results to CSV file with proper rounding and column ordering.
Quellsprache: Englisch
Execute grid search over DBSCAN hyperparameters, evaluate each combination across all images, filter by F1 threshold, and identify Pareto-optimal solutions balancing F1 score and delta metric.
Quellsprache: Englisch
Ensure vulnerability records are deduplicated and ordered according to ground-truth requirements.
Quellsprache: Englisch
Extract CVSS score from vulnerability data using the correct priority order (NVD → GHSA → RedHat) and handle nested JSON structure properly. Use case-insensitive field access and correct JSON path navigation.
Quellsprache: Englisch
Filter vulnerability records to include only HIGH and CRITICAL severity levels with case-sensitive exact matching.
Quellsprache: Englisch
Write CSV output with correct field quoting and escaping for special characters, using standard CSV formatting.
Quellsprache: Englisch
Properly handle null, missing, and empty values in vulnerability records with appropriate fallback values.
Quellsprache: Englisch
Correctly identify and extract Trivy vulnerability JSON field names and map them to the required CSV output columns in exact order.
Quellsprache: Englisch
Combine all Pacific plate boundary geometries using `.unary_union` and calculate the distance from each earthquake to this combined boundary geometry. Returns the minimum distance in kilometers for each earthquake.
Quellsprache: Englisch
Orchestrate the full analysis workflow: load data, identify Pacific plate, filter earthquakes and boundaries, project to EPSG:4087, calculate distances, find the furthest earthquake, and save results. Use this as the main execution skill.
Quellsprache: Englisch
Use the `.within()` geometric method to identify earthquakes that are contained inside the Pacific plate polygon. Use this skill to ensure only earthquakes actually inside the Pacific plate are analyzed.
Quellsprache: Englisch
Filter the boundary dataset to include only boundaries relevant to the Pacific plate (where PlateA or PlateB equals the Pacific plate identifier). Use this skill to exclude irrelevant boundaries before distance calculations.
Quellsprache: Englisch
Identify the earthquake with the maximum distance to the Pacific plate boundary from the earthquakes within the Pacific plate. Use this skill to locate the target earthquake for final output.
Quellsprache: Englisch
Examine the plates dataset to find the exact identifier used for the Pacific plate (e.g., "PA", "Pacific", etc.). Use this skill early in the analysis to ensure consistent filtering across boundaries and plates.
Quellsprache: Englisch
Load plate boundary GeoJSON and create a GeoDataFrame with proper geometry parsing. Verify column names (PlateA, PlateB) match the dataset structure. Use this skill to prepare boundary data before filtering for Pacific plate relevance.
Quellsprache: Englisch
Load plate polygon GeoJSON and parse geometries correctly. Verify the column name used for plate identifiers (e.g., 'PlateName' or similar). Use this skill to prepare plate polygon data for containment checks.
Quellsprache: Englisch
Load earthquake data from GeoJSON format and validate that it contains required fields (id, time, magnitude, latitude, longitude, place). Use this skill when initializing the analysis to ensure data integrity before processing.
Quellsprache: Englisch
Write the final result dictionary to a JSON file at `/root/answer.json` with proper formatting and field validation. Use this skill as the final step to save the analysis result.
Quellsprache: Englisch
Reproject earthquake points and boundary geometries to EPSG:4087 (World Equidistant Cylindrical) before calculating distances. Use this skill to ensure accurate distance measurements in kilometers.
Quellsprache: Englisch
Before writing final answers, validate that all required evidence has been extracted, multi-hop traversal was executed, and answers are complete against expected values.
Quellsprache: Englisch
Extract evidence from all three tiers (explicit reviewers, substantive feedback contributors from Slack and transcripts, and other identifiable contributors). Follow artifact references and traverse relationships to collect complete answer sets.
Quellsprache: Englisch
Load enterprise data from /root/DATA, identify the correct artifact version for each product mentioned in questions, and reject cross-product distractors. Apply strict 2-signal product grounding (artifact metadata + question context).
Quellsprache: Englisch
Load and parse questions from /root/question.txt, extract question IDs and their artifact/product context. Validate that all questions are correctly mapped before proceeding to data retrieval.
Quellsprache: Englisch
Count tokens consumed during data retrieval operations, validate numeric format, and write results to /root/answer.json with proper structure.
Quellsprache: Englisch
Search multiple funds' holdings data for a specific security (by CUSIP) and aggregate the total share values held by each fund manager. Use this to rank fund managers by their investment in a particular security.
Quellsprache: Englisch
Sum the market values of all holdings to derive the Assets Under Management (AUM) for a fund as of a specific report date. Use this to answer questions about fund size in a given quarter.
Quellsprache: Englisch
Load holdings for the same fund in two different quarters, match positions by security identifier, and calculate the change in shares and market values. Use this to identify which securities received increased investment between reporting periods.
Quellsprache: Englisch
Inspect the actual holdings dataset to understand its schema, field names, and data patterns before applying filters. Use this to identify the correct field name that distinguishes equity securities from bonds, options, warrants, and other non-stock…
Quellsprache: Englisch
Remove non-equity securities (bonds, options, warrants, preferred shares, funds) from holdings data, keeping only common stock positions. Use the correct security type field identified from the raw data structure inspection.
Quellsprache: Englisch
Search the COVERPAGE dataset using fuzzy matching to locate a specific fund by name and extract its accession_number for subsequent analysis. Use this when you need to identify a fund's filing by partial or approximate name matching.
Quellsprache: Englisch
Retrieve and load the complete holdings dataset for a specific fund using its accession_number. Use this to access position-level details needed for AUM, stock count, and comparative analysis.
Quellsprache: Englisch
Find the CUSIP identifier for a specific security (e.g., Palantir) by searching across all holdings data or a security master file. Use this when you need to locate a specific stock across multiple fund positions.
Quellsprache: Englisch
Confirm that the accession_number retrieved corresponds to the correct quarter and report date before using it for analysis. Use this to prevent analyzing data from the wrong quarter.
Quellsprache: Englisch
Generate proper git-compatible patch files that address the empty key validation and JavaScript filter disabling vulnerabilities, then apply them to the Druid 0.20.0 source repository.
Quellsprache: Englisch
Configure and enforce a security policy that completely disables JavaScript filter evaluation in Apache Druid, preventing arbitrary code execution through the javascript filter type even if structural validation is bypassed.
Quellsprache: Englisch
Validate and sanitize raw JSON input at the point where it enters Jackson's deserialization pipeline, before any ObjectMapper.readValue() call processes it, to prevent bypass attacks using empty keys.
Quellsprache: Englisch
Find the exact code locations where user-supplied JSON is deserialized into DimFilter and other security-sensitive objects in Apache Druid's indexing pipeline, to identify where raw input validation must occur before Jackson processes it.
Quellsprache: Englisch
Compute the average number of days from PR creation to merge for all merged PRs in December 2024, using correct timestamp parsing and filtering.
Quellsprache: Englisch