The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.
Every Agent Skill we could find on GitHub, deduplicated by content. 79 600 files from 1 763 authors, of which 61 947 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.
Using openpyxl to read, write, and modify Excel files while preserving formatting and using formulas.
Advanced PIL/Pillow techniques for depth effects, sophisticated shapes, and professional visual design
Strategic color application following Anthropic brand standards for professional technical materials
Professional technical diagram layout with grid systems, visual hierarchy, and spatial organization
Advanced techniques for composing seven-character regulated verse with thematic coherence
Detailed tonal pattern requirements for seven-character regulated verse in modern Mandarin
Comprehensive checklist to verify a completed seven-character regulated verse meets all requirements
Fill PDF forms using the PDF skill's form-filling scripts and workflow
SC-100 California Small Claims form field ID mappings and data entry guidelines
Compute and aggregate F1 score and delta from clustering evaluation across images
Implement weighted Euclidean distance metric for DBSCAN with shape parameter
Greedy one-to-one matching of cluster centroids to expert points with maximum distance constraint
Efficient parallel hyperparameter grid search using joblib with 847 combinations
Find Pareto-optimal solutions balancing multiple conflicting objectives with rigorous verification
Advanced CSV security report generation with validation, normalization, and comprehensive error handling
Strategic CVSS score extraction with multi-source lookup, fallback handling, and NVD/GHSA integration
Enhanced npm vulnerability scanning with Trivy supporting multiple severity levels and complete metadata extraction
Work with MultiPolygon and MultiLineString geometries from real plate boundary datasets.
Select appropriate projected CRS based on geographic region for accurate distance calculations.
Validate spatial analysis results to ensure correctness of point-in-polygon and distance calculations.
Mine Slack data for embedded URLs, mentioned products, competitive intelligence, and cross-referencing with external data sources.
Extract author, reviewer, and feedback information from structured documents and their associated discussions.
Correlate and merge data from multiple sources (documents, Slack, meetings, URLs) to answer enterprise questions.
Find which funds hold a specific stock and rank them by holding value
Analyze individual fund holdings, AUM, and portfolio composition from 13-F data
Compare holdings across quarters to identify increased/decreased investments
Load and parse SEC 13-F TSV files with proper data type handling and validation
Securing Apache Druid JavaScript filters against unknown property injection attacks
Creating and applying security patches for Jackson deserialization vulnerabilities in Java
Building Apache Druid with Maven while maintaining security patch integrity and skipping unnecessary checks
Aggregate and validate GitHub API data for metrics calculation with comprehensive error handling.
Query GitHub REST API with pagination and date filtering for repository data (PRs, issues).
Validate, format, and write JSON output with schema enforcement and error handling.
Complete SimPO loss implementation with length-normalized rewards and target margin
Testing SimPO loss function with fixed tensors and output verification
Proper initialization of SimPOTrainer with model loading and args setup
Robust pattern-based template processing with conditionals, data validation, and comprehensive placeholder replacement.
Working with Word documents (DOCX) using python-docx library with proper text replacement strategies.
Improved keyword-based classification with confidence scoring, compound term detection, and refinement patterns
Robust file organization with verification, cleanup, and comprehensive logging
Unified multi-format extraction for PDF, DOCX, and PPTX with consistent output and quality metrics
Robust PDF text extraction with fallback strategies and error handling for academic papers and documents
Building immutable configurations with fluent method chaining in Scala
Working with Java's LocalDate and LocalDateTime in Scala for temporal tokenization
Type-safe dispatch using Scala pattern matching for polymorphic operations
String manipulation, formatting, and regex patterns in Scala
Extract calendar event times by analyzing visual block positions relative to hour markers
Parse meeting requests with timezone handling and constraint detection
Format dates and times with strict adherence to required formats
Robust CSV loading and type coercion patterns for D3.js applications with multiple data sources
Production-ready D3.js bubble chart clustering with optimized force simulation and labeling
Two-way synchronized selection between D3 visualization and HTML table with tooltips and scroll management
Production-ready market cap formatting with consistent decimals, edge case handling, and pre-computation
Diagnosing temperature profile mismatches and simulation errors in GLM outputs
Advanced matching of time-varying GLM simulation depths with observation data
Complete NML-based GLM calibration workflow with validation and verification
Systematic parameter search strategies for GLM calibration with multiple metrics
End-to-end solution for building multi-city travel itineraries with pet-friendly accommodations and diverse cuisine constraints.
Advanced filtering and validation of travel datasets with strict cuisine matching, budget constraints, and data quality checks.
Optimized itinerary building with cuisine distribution, cost tracking, and multi-city routing for pet-friendly travel.
Answers built from the skills we actually parsed.