Maven Druid Build
Building Apache Druid with Maven, managing memory constraints, and skipping verification checks.
Document Organization Pipeline
End-to-end pipeline for extracting, classifying, and organizing documents by subject
Simpo Loss Function
Implement SimPO loss with length-normalized rewards and target margin.
Pytorch Loss Implementation
Implement loss functions in PyTorch with proper tensor operations.
Template Processing
Process templates with placeholder substitution and conditional sections
File Organization
Organize files into target directories based on classification results
Anthropic Brand Colors
Anthropic's official brand color palette, design tokens, and typography standards for consistent brand application.
Pareto Frontier Analysis
Identify Pareto-optimal solutions from multi-objective optimization results.
Package Lock Parsing
Parse and extract package information from npm package-lock.json files to identify dependencies and their installed versions.
Enterprise Data Retrieval
Retrieve and aggregate information across multiple enterprise data sources
Parallel Grid Search
Parallelize hyperparameter grid search using joblib for efficient multi-core execution.
Jackson Deserialization Validation
Securing Jackson JSON deserialization by validating input before processing and preventing unknown properties.
Calendar Scheduling Logic
Find available time slots in a calendar and schedule meetings while respecting constraints
Geopandas Projections
Use GeoPandas with coordinate projections to perform accurate spatial calculations and transformations.
Scala Circe Json
Working with Circe JSON library in Scala for type-safe JSON processing
Nlp Project Setup
Set up Python environment for NLP and preference optimization projects.
Druid Javascript Security
Securing Apache Druid's JavaScript execution engine against code injection and security bypass attacks.
Fuzzy Fund Search
Fuzzy matching techniques for finding hedge funds by name when exact names are unknown
Pdf Form Filling
Fill PDF form fields programmatically using Python libraries like pypdf or pdfrw
Github Metrics Processing
Process GitHub API data to calculate PR/issue metrics including merge time averages, author rankings, and bug categorization.
Technical Illustration Design
Design principles and techniques for creating technical exploded-view diagrams and engineering documentation posters.
California Sc100 Form
Understand the structure and fields of the California Small Claims Court Form SC-100
Fixed Tensor Testing
Test ML functions with fixed input tensors for reproducibility.
Json Result Formatting
Format query results to JSON with proper structure and token tracking
Scala Option Either
Translating Python's None/Optional to Scala's Option, Either, and Try types
Seven Char Regulated Verse
Master the structure, tonal patterns, and rhyming requirements of classical seven-character regulated verse (七言律诗) in Chinese poetry.
Python Docx
Programmatically read, modify, and create Word documents (.docx) with python-docx library
Cvss Score Extraction
Extract and handle CVSS scores from multiple vulnerability data sources (NVD, GHSA, RedHat) with proper fallback priority.
Security Audit Csv Reporting
Generate structured CSV security audit reports from vulnerability data with proper filtering, formatting, and field mapping.
Mandarin Rhyming Guide
Master modern Mandarin pinyin finals and tone systems to create accurate rhymes for classical poetry following contemporary pronunciation standards.
Github Cli Queries
Query GitHub repositories for PRs and issues using gh CLI with date filtering and structured output.
Portfolio Analysis
Analyzing fund portfolios including AUM extraction, holdings counts, and portfolio composition
Scala Adt Enums
Translating Python Enums and Protocols to Scala sealed traits and algebraic data types
Sec13f Data Format
Understanding SEC 13-F filing data structure, TSV format, and key tables for hedge fund analysis
Json Data Extraction
Extract, parse, and query JSON data from large enterprise files efficiently
Scala Collections Fp
Scala collections, iterators, and functional programming patterns for Python developers
Classical Poetry Peace Theme
Compose classical Chinese poetry on peace themes using authentic imagery, perspective shifts, and the voice of ordinary people experiencing war's aftermath.
Plate Tectonics Geospatial
Analyze plate tectonics data using GeoPandas, identify points within plates, and calculate distances to boundaries.
Scala Generics
Translating Python generic types, variance, and type bounds to Scala 2.13
Usgs Earthquake Analysis
Load, parse, and process USGS earthquake data in GeoJSON or JSON formats.
Python Pillow Graphics
Create technical graphics, diagrams, and posters using Python Pillow library with precise color control and typography.
Skill Creator
Create modular skill documents (SKILL.md files) for Claude Code. Use this skill whenever a task requires generating reusable knowledge documents, capturing domain expertise, or building skills that encode workflows, APIs, or specialized techniques. Invoke this whenever you need to write a SKILL.md from scratch, even if the user doesn't explicitly ask for a "skill".
Trivy Vulnerability Scanning
Use Trivy vulnerability scanner in offline mode to detect CVEs in npm dependencies and generate structured JSON reports.
Json Report Generation
Generate and write structured JSON reports with proper formatting and validation.
Dbscan Custom Metrics
Implement DBSCAN clustering with custom distance metrics using scikit-learn's pairwise_distances.
Greedy Bipartite Matching
Implement greedy bipartite matching for pairing cluster centroids with expert annotations.
Docx Pptx Extraction
Extract text from DOCX and PPTX files for content analysis
Content Classification
Classify documents by subject using keyword matching and text analysis
Pdf Text Extraction
Extract text content from PDF files for analysis and classification
Git Patch Workflow
Creating, managing, and applying unified diff patches with Git for source code modifications.