cxcscmu/SkillLearnBench - Page 16

run2-druid-patching-checklist

A checklist for ensuring thorough patching of Apache Druid security vulnerabilities.

run2-jackson-empty-key-vulnerability

Detailed explanation of the Jackson empty key ("") vulnerability and how it bypasses @JacksonInject security.

run2-gh-api-curl-master

Mastering GitHub API interactions using curl, including search, pagination, and rate limit handling.

run2-robust-community-metrics

Robust Python logic for community pulse metrics with substring label matching and precise PR status handling.

run2-project-alignment

Procedures for aligning a project-specific environment to its `environment.yml` and project-root structure.

run2-robust-env

Procedures for resolving environment conflicts, broken packages, and restricted system-wide access in Python.

run2-simpo-loss

Precision implementation of SimPO (Simple Preference Optimization) loss with length-normalized rewards and configurable margin.

run2-data-mapping

Techniques for preparing and formatting data from JSON/API sources for inclusion in documents.

run2-docx-expert

Advanced techniques for Word document automation, including handling split runs, headers/footers, and complex conditionals.

run2-advanced-subject-classifier

Advanced document classification using weighted keyword scores and expanded subject vocabularies.

run2-file-organization-and-validation

Safely moves files and validates the integrity of the organization process.

run2-robust-text-extraction

Robustly extracts text from various document formats with multiple fallback options.

run2-scala-datetime-handling

Robust temporal tokenization with Java 8 Time API and DateTimeFormatter.

run2-scala-idiomatic-fp

Refined FP patterns for Functors and Monads in Scala, including applicative.

run2-scala-json-navigation

Improved JSON path navigation using Circe cursors in Scala.

Source text: Undetermined

run2-scala-numeric-precision

Enhanced numeric tokenization with BigDecimal and precision in Scala.

run2-scala-text-processing

Robust text tokenization with regex and position tracking in Scala.

run2-pdf-parsing-pro

Advanced PDF parsing for calendar extraction, including sidebar filtering and color-based classification.

run2-scheduling-pro

Advanced scheduling with priority-based sorting (EDF) and flexible slot overwriting.

run2-d3-force-clustering

Advanced clustering techniques in D3.js force simulations for compact and aesthetically pleasing layouts.

run2-d3-interactive-ui

Enhancing user experience with polished tooltips, table interactions, and smooth transitions.

run2-stock-data-wrangling

Robust data cleaning and formatting for financial datasets in D3.js.

run2-glm-config

Advanced GLM configuration and calibration strategies for vertical temperature profiles.

run2-glm-evaluation

Robust GLM evaluation methods for deep and summer water temperatures.

run2-advanced-filtering

Advanced filtering for pet-friendly and cuisine-specific travel data.

run2-budget-validation

Validate travel budgets using accommodation and restaurant data.

run2-itinerary-logic

Plan 7-day itineraries with logical city transitions and transport.

run2-ffmpeg-extraction

Advanced FFmpeg techniques for keyframe extraction with quality control.

run2-image-processing

Efficient inplace image processing using ImageMagick's mogrify.

run2-object-counting-optimized

Robust object counting using template matching with parameter tuning.

run2-excel-formula-lookup

Advanced two-condition lookups in Excel using INDEX and MATCH with sheet-specific references in openpyxl.

run2-excel-stats

Using Excel's statistical functions with rounding and percentage scaling in openpyxl.

run2-excel-verification

Verifying Excel formula results and handling errors using recalc.py and openpyxl.

run2-excel-weighted-mean

Weighted mean calculations in Excel using SUMPRODUCT and SUM in openpyxl.

generate-nova-technical-exploded-view-poster

Creates a minimalist technical exploded-view poster of the Nova edge device for Anthropic's internal engineering handbook. Displays at least 5 hardware layers (Casing, Thermal Unit, PCB, Battery, Interface) with official Anthropic brand colors, typography,…

map-pattern-for-seven-character-regulated-verse

Explicitly write out the required tonal pattern for all 8 lines of your chosen regulated verse form (specify which of the 4 canonical forms: 仄起平收 or 平起平收, etc.). Display the target pattern as a visual grid showing positions 1–7 for each line, then use this as…

verify-rhyme-integrity-in-modern-mandarin-finals

Check that all 4 rhyme characters (lines 2, 4, 6, 8) belong to the same modern Mandarin rhyme family by comparing their finals and tone patterns. Use Xinhua Dictionary or online Mandarin phonetic tool to confirm final identity (e.g., -ing, -ang, -ong) and…

extract-pdf-form-field-names

Use this skill first to discover the actual field names in a PDF form. Extracts and prints all form field names from a PDF file to ensure accurate field mapping before filling the form.

fill-california-small-claims-form-sc-100

Use this skill to fill the California Small Claims Court form (SC-100) with plaintiff and defendant information, case details, and amounts. Requires actual field names from the PDF — run Extract PDF Form Field Names skill first.

dbscan-custom-distance-clustering

Implement DBSCAN clustering with a custom weighted Euclidean distance metric controlled by shape_weight parameter. Use this skill to cluster citizen science point annotations on Mars cloud images.