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SkillsMP has collected 1,216 skills from cxcscmu/SkillLearnBench. Open a skill to review its source and details.
cxcscmu/SkillLearnBenchShowing 40 of 1,216 collected skills.
Analyze tectonic plate geometries using GeoPandas with proper coordinate projections. Use this skill whenever working with PB2002 plate boundary/plate polygon data, filtering points by plate membership, or extracting plate-specific boundaries. Triggers on:…
Retrieve structured answers from enterprise product JSON data files. Use this skill when querying product data stored in JSON format under /root/DATA/, including product documents, slack messages, meeting transcripts, PRs, and URLs. Triggers on questions…
Analyze Slack message threads to identify participants, extract insights, and find shared resources. Use this skill when tracing who contributed to discussions about documents, competitor products, or shared URLs/demos in enterprise Slack data.
Perform data analysis on SEC 13-F filing datasets (TSV format) to obtain insights about fund activities such as number of holdings, AUM, and change of holdings between two quarters. Use this skill whenever analyzing hedge fund portfolios, comparing quarterly…
Fuzzy search fund names in SEC 13F COVERPAGE data or stock names in INFOTABLE data. Use this skill whenever searching for a fund or stock by name when the exact spelling or format is uncertain, or when performing case-insensitive partial matching on SEC…
Patching Apache Druid JavaScript injection vulnerability (CVE-2021-25646). Use this skill when fixing Druid's JavaScript execution bypass where empty JSON keys override @JacksonInject JavaScriptConfig to enable JavaScript execution despite being disabled…
Fixing Jackson @JacksonInject bypass vulnerabilities where attackers use empty JSON keys to override injected values. Use this skill whenever reviewing or patching Java code that uses @JacksonInject for security-sensitive configuration injection, especially…
Query GitHub repository activity (PRs, issues) for a date range using the gh CLI. Use this skill whenever you need to fetch pull request or issue data from a GitHub repository, compute statistics like counts, merge times, or identify top contributors.…
Build structured JSON reports from GitHub repository activity data. Use this skill whenever you need to compile PR and issue statistics into a formatted JSON file for meeting summaries, community pulse reports, or stakeholder updates. Triggers on tasks that…
Set up Python environments for NLP/ML projects using PyTorch, transformers, and TRL. Use this skill when installing dependencies for preference optimization, RLHF, or transformer-based training pipelines.
Implement the SimPO (Simple Preference Optimization) loss function from the NeurIPS 2024 paper. Use this skill whenever implementing SimPO, preference optimization losses, or DPO variants that use length-normalized rewards and reward margins.
Fill Word document (.docx) templates that use placeholder syntax like {{PLACEHOLDER}}. Handles split placeholders (where Word splits a placeholder across multiple XML runs), conditional sections ({{IF_X}}...{{END_IF_X}}), and preserves formatting. Use this…
Organizes mixed document files (PDF, PPTX, DOCX) into subject-based folders by analyzing content. Use this skill when sorting, categorizing, or organizing documents into topic folders.
Classifies PDF academic papers by subject area using text extraction from first pages. Use this skill whenever you need to categorize, sort, or organize PDF papers by topic, research field, or subject matter.
Translating Python builder patterns, fluent interfaces, and factory functions to Scala. Use when converting Python classes with method chaining, __init__ with mutable lists/dicts, or builder/factory patterns to idiomatic Scala with immutable state and…
Translating Python enums, dataclasses, and union types to Scala sealed traits, case classes, and ADTs. Use when converting Python Enum classes to Scala enumerations, Python dataclasses to Scala case classes, or Python Union/Optional types to Scala…
Translating Python generics, variance annotations, protocols, and type variables to Scala type parameters, variance annotations, and traits. Use when converting Python Generic[T], TypeVar with covariant/contravariant, Protocol classes, or higher-kinded type…
Parse visual calendar PDFs to extract existing appointments with their time ranges, colors, and availability status. Use this skill whenever processing calendar images/PDFs to determine busy/free slots, even if the user just says "check my calendar" or "find…
Schedule meetings by matching email requests against calendar availability. Use this skill when processing meeting request emails, finding optimal meeting times, or generating meeting reply templates. Triggers on phrases like "schedule a meeting", "find a…
Build D3.js v6 force-simulation bubble charts where bubbles are sized by a numeric metric, colored by category, and clustered by category using forceX/forceY. Use this skill whenever the user asks for bubble charts, force-layout visualizations, or clustered…
Build interactive data tables with D3.js that are linked to other D3 visualizations. Use this skill when building HTML tables with D3 that need click-to-highlight interaction, synchronized selection with charts, or formatted numeric columns. Triggers on: data…
Calibrate the General Lake Model (GLM) for lake temperature simulation. Use this skill whenever calibrating GLM parameters, running GLM simulations, or tuning Kw, coef_mix_hyp, wind_factor, lw_factor, or ch to match observed water temperature profiles. Covers…
Extract simulated temperature from GLM NetCDF output and match against field observations for RMSE evaluation. Use this skill when computing RMSE metrics from GLM output.nc files matched against CSV observation data with datetime and depth columns. Covers…
Build multi-day travel itineraries in JSON format from database lookups. Use this skill when constructing day-by-day travel plans with transportation, meals, attractions, and accommodations.
Look up travel data from the local CSV/TXT database for cities, restaurants, accommodations, attractions, and distances. Use this skill whenever planning a trip, building an itinerary, or querying travel-related datasets in /app/data/.
Convert RGB images to grayscale using OpenCV (cv2) in Python. Use this skill when the user needs to convert color images to grayscale for image processing, template matching, or analysis.
Count occurrences of objects in images using OpenCV template matching. Use this skill when the user needs to detect and count specific objects (coins, enemies, items) in game screenshots or similar images using a reference template image.
Extract key frames (I-frames) from video files using FFmpeg. Use this skill when the user needs to pull out keyframes from MP4, MKV, AVI, or other video formats for analysis or processing.
How to use INDEX&MATCH for two-dimensional lookups in Excel via openpyxl. Use this skill whenever building Excel formulas that look up values by matching both a row criterion and a column criterion from a data table — e.g., matching a series code (row) and a…
How to calculate weighted means and descriptive statistics (min, max, median, percentiles, simple mean) in Excel formulas via openpyxl. Use this skill whenever the user asks for SUMPRODUCT-based weighted averages, GDP-weighted means, percentile calculations,…
Authoritative reference for Anthropic's official brand color palette, typography, and design tokens. Use this skill whenever creating any Anthropic-branded artifact, poster, UI, or document that must apply official HEX values for background, casing, accents,…
How to generate a design_parameters.json file containing the applied HEX color values and heading font name used in a branded poster or artifact. Use this skill whenever a task requires outputting a machine-readable record of design tokens alongside a visual…
How to generate a technical exploded-view hardware poster as a PNG using Python (matplotlib + Pillow). Use this skill whenever the user asks for an exploded-view diagram, hardware layer diagram, technical product poster, or engineering teardown illustration.…
How to compose a seven-character regulated verse (七言律诗) in Classical Chinese poetry. Use this skill whenever the user asks to write classical Chinese poetry, a regulated verse, a 律诗, or any structured poem with tonal rules, rhyme schemes, and parallelism…
How to fill out California Small Claims Court forms (SC-100 and related). Use this skill whenever the user needs to complete a California small claims court filing, fill in plaintiff/defendant information, describe a claim, or prepare court documents for…
How to run DBSCAN clustering with a custom anisotropic distance metric using sklearn and scipy. Use this skill whenever the user needs to cluster spatial points with a weighted or shape-adjusted distance, such as attenuating x vs y distances differently, or…
How to parallelize hyperparameter grid search using joblib. Use this skill whenever the user needs to evaluate many hyperparameter combinations (e.g., DBSCAN epsilon, min_samples, shape_weight) efficiently across CPU cores. Covers joblib.Parallel, parameter…
How to compute the Pareto frontier from a set of multi-objective optimization results using numpy or pandas. Use this skill whenever the user wants to find Pareto-optimal trade-off solutions, identify non-dominated points, or filter results where no single…
Extract CVSS (Common Vulnerability Scoring System) scores from Trivy vulnerability JSON output with proper fallback handling across multiple score sources (NVD, GHSA, RedHat). Use this skill whenever processing vulnerability scan results that require numeric…
Use Trivy vulnerability scanner in offline/air-gapped mode to discover security vulnerabilities in dependency files (package-lock.json, requirements.txt, go.sum, etc.). Use this skill whenever the user asks to scan dependencies for vulnerabilities, perform a…