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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.
Generate structured CSV security audit reports from Trivy or other vulnerability scanner JSON output. Use this skill whenever the user asks to write vulnerability results to a CSV file, create a security audit report, or export CVE findings with fields like…
How to parse USGS GeoJSON earthquake data, filter by location relative to tectonic plates, and find the earthquake furthest from a plate boundary. Use this skill whenever the user asks to find earthquakes within a plate, compute distances from plate…
How to load, filter, and work with tectonic plate boundary and polygon data using GeoPandas. Use this skill whenever the user mentions plate boundaries, tectonic plates, PB2002 data, or needs to identify which tectonic plate a point belongs to, or extract…
Retrieve and analyze information from enterprise JSON data files (Slack messages, employee records, product data). Use this skill whenever the user asks to find employee IDs, URLs, or other structured information from enterprise data directories containing…
Answer questions from JSON enterprise data and write results to answer.json. Use this skill when the user asks multiple questions about enterprise data and needs answers stored in a JSON file with token counts. Handles the output format requirements for…
Compare hedge fund holdings between two quarters to identify changes in investment positions. Use this skill when analyzing Q-over-Q changes in fund portfolios, finding top increased/decreased positions, or tracking specific fund activity across reporting…
Analyze SEC 13F filings data from TSV files. Use this skill whenever the user asks about hedge fund holdings, AUM (Assets Under Management), stock positions, fund managers, or any analysis of 13F filings data. Triggers on questions about fund portfolios,…
How to patch Apache Druid JavaScript RCE vulnerabilities (CVE-2021-25646 and similar). Use this skill whenever patching Druid JavaScript filter/aggregator security bypass vulnerabilities, when the @JacksonInject config can be overridden via JSON, or when…
How to build Apache Druid with Maven, including how to skip OOM-prone modules, skip code quality checks for patched files, and build only specific modules. Use this skill when building Druid from source, when rebuilding after applying security patches, or…
Security considerations for Jackson @JacksonInject annotation in Java applications. How to prevent JSON input from overriding server-injected values. Use this skill whenever reviewing code that uses @JacksonInject, when an attacker could supply JSON to…
How to fetch and analyze GitHub issues for a repository within a date range: total counts, bug report identification by label substring matching, and resolved bug counts. Use this skill whenever the user asks about issue metrics, bug counts, triage stats, or…
How to fetch and analyze pull request data from a GitHub repository for a given time period: counts, merge rates, average time-to-merge, and top contributors. Use this skill whenever the user wants PR metrics, pull request summaries, contributor leaderboards,…
How to gather GitHub repository statistics (PRs, issues, contributors) using the GitHub REST API via curl and Python. Use this skill whenever the user asks for a community pulse, activity summary, monthly report, or repository metrics for any GitHub repo —…
Set up and run NLP preference optimization experiments (DPO, SimPO, CPO). Use this skill when configuring trainer environments, installing dependencies (torch, trl, transformers, peft), or running preference optimization unit tests. Triggers on: DPO, SimPO,…
Implement the SimPO (Simple Preference Optimization) loss function for LLM alignment. Use this skill whenever implementing SimPO training objectives, reference-free reward optimization, or Bradley-Terry preference loss with target reward margin. Triggers on:…
Fill Word offer letter templates with employee data, replacing {{PLACEHOLDER}} tokens and handling {{IF_CONDITION}}...{{END_IF_CONDITION}} conditional blocks. Use this skill whenever the user asks to generate, fill, or produce an offer letter from a .docx…
Organizes PDF, PPTX, and DOCX academic files into subject folders by extracting and analyzing their title/abstract text. Use this skill whenever the user needs to sort or categorize a batch of research papers or documents into topic-based folders (e.g., LLM,…
Guide for translating Python fluent builder patterns and mutable accumulator objects to idiomatic immutable Scala builders with companion objects. Use this skill when converting Python classes with method chaining (returning self), mutable state accumulation,…
Guide for translating Python generic containers (covariant/contravariant), functor/monad simulations, and JSON handling to idiomatic Scala. Use this skill when converting Python Generic[T_co], Generic[T_contra], TokenFunctor, TokenMonad, or…
Guide for translating Python Enum, Protocol, and abstract class hierarchies to Scala sealed trait hierarchies. Use this skill whenever converting Python Enum classes, runtime-checkable Protocol types, abstract base classes (ABC), or Union type aliases to…
Parse a visual calendar PDF to extract existing appointments and find earliest available meeting slots. Handles blue (low-priority/flexible) blocks as overwritable free time. Use when given a calendar image/PDF and meeting requests that need to be scheduled…
Generate formatted meeting reply emails and save them as .txt files, then log results to results.json. Use when you need to respond to meeting scheduling requests with proposed time slots.
Convert meeting availability times between different timezones (e.g. PST to EST). Use when a meeting request specifies availability in a timezone different from the calendar's timezone.
How to build a D3.js v6 force-directed bubble chart with sector clustering, size encoding, color legends, tooltips, and interactive selection. Use this skill whenever the user wants a bubble chart, force simulation, cluster layout, or interactive SVG circles…
How to build an interactive HTML data table driven by D3.js v6 with sortable columns, row highlighting, cross-component selection, and formatted values. Use this skill when building tabular displays alongside D3 charts, especially when the table needs to stay…
How to run the General Lake Model (GLM3) for lake temperature simulation, calibrate parameters in glm3.nml, read NetCDF output with Python, and compute RMSE metrics against field observations. Use this skill whenever the user mentions GLM, lake temperature…
Query and filter travel CSV datasets (restaurants, accommodations, attractions, distances) using Python. Use this skill whenever you need to extract specific records from the travel database files, check pet policies, filter by cuisine, look up driving times,…
Build a structured multi-day travel itinerary JSON from real CSV datasets. Use this skill whenever the user asks to create a travel plan, trip itinerary, or vacation schedule from a local database of cities, restaurants, accommodations, and attractions.
Convert RGB color images to grayscale and save them in-place, overriding the original files. Use this skill whenever the user asks to convert images to gray-scale, desaturate photos, or prepare images for grayscale processing pipelines using OpenCV or Pillow.
Count occurrences of an object in an image using OpenCV template matching (cv2.matchTemplate). Use this skill whenever the user needs to detect and count how many times a small reference image (template) appears in a larger image, such as counting coins,…
Extract key frames (I-frames) from video files using FFmpeg. Use this skill whenever the user needs to pull keyframes, thumbnails, or important frames from MP4, MKV, AVI, or other video formats. Outputs PNG image files named with zero-padded indices (e.g.,…
How to write INDEX&MATCH, VLOOKUP&MATCH, XLOOKUP, and similar two-condition lookup formulas in Excel using openpyxl. Use this skill whenever the user needs to populate data cells using lookup functions that match on two criteria (e.g., series code AND year),…
How to calculate weighted means, net export percentages, and statistical summaries (min, max, median, mean, percentiles) in Excel using SUMPRODUCT, ROUND, PERCENTILE, and other functions. Use this skill whenever the user needs GDP-weighted averages, trade…
Guidelines for Anthropic brand colors, typography, and aesthetic. Use this skill whenever branding, color application, or corporate design standards are relevant to a project.
Guidelines for creating technical exploded-view diagrams. Use this skill whenever drawing hardware, internal components, or technical exploded views.
Guidelines for composing classical Chinese seven-character regulated verse (Qi-Yan-Lu-Shi), focusing on structure, rhythm, and emotional expression.
Guidance on ensuring a consistent rhyme scheme in modern Mandarin for classical Chinese poetry, focusing on rhyming vowels.
Guidance for filling California SC-100 Small Claims forms. Use this skill when filling out, validating, or processing California judicial council forms, specifically the SC-100.
Specialized instructions for reading, modifying, and filling PDF legal forms (e.g., California judicial council forms). Use this for any task involving PDF forms.
How to optimize DBSCAN hyperparameters for Mars cloud clustering. Use this skill whenever performing grid search, DBSCAN clustering, or evaluating F1 and delta for Mars datasets.