Explorar Todas las Habilidades de Claude

Distribution Search

Optimizes probability distributions to satisfy complex statistical constraints like KL divergence, entropy, and moment conditions through systematic mathematical analysis and numerical search.

Install Windows 3.11 in QEMU

Configures and manages virtualized Windows 3.11 environments using QEMU with integrated VNC and web-based remote access.

Circuit Fibonacci & Square Root Implementation

Implements complex mathematical functions as gate-level combinational and sequential logic circuits for text-based simulators.

Azure DevOps Automation

Automates the complete Azure DevOps lifecycle including Boards, Repositories, Pipelines, and Artifacts management.

Regex Log Extraction

Generates high-precision regular expressions for extracting structured data like timestamps and IP addresses from complex log files.

Protein Assembly

Designs optimized DNA gBlock sequences for fusion proteins by combining sequences from multiple databases with precise linker and codon constraints.

Torch Pipeline Parallelism

Implements PyTorch pipeline parallelism to distribute large language model training across multiple GPUs using All-Forward-All-Backward (AFAB) scheduling.

Protein Assembly

Designs and optimizes multi-component fusion protein sequences for FRET biosensors and gene synthesis.

Modernize Scientific Stack

Upgrades legacy Python 2 scientific computing code and analysis pipelines to modern Python 3 standards using contemporary libraries like NumPy and pandas.

MTEB Retrieval and Ranking

Optimizes semantic similarity retrieval tasks through expert guidance on document preprocessing, embedding model selection, and similarity ranking.

PyTorch Model Recovery

Reconstructs PyTorch model architectures from weight files and state dictionaries by analyzing tensor shapes and naming patterns.

DNA Insert Primer Design

Designs specialized primers for inserting DNA sequences into circular plasmids using Q5 site-directed mutagenesis and inverse PCR techniques.

SAM Cell Segmentation

Implements SAM-based biological image segmentation pipelines, converting binary masks to polygon coordinates for microscopy data processing.

Headless Terminal

Implements programmatic terminal interfaces to control interactive shell sessions and automate command-line program interactions.

Proactive Context Manager

Optimizes Claude Code sessions through intelligent token monitoring, context extraction, and selective rehydration.

Dask Parallel Computing

Enables parallel and distributed computing in Python to scale pandas and NumPy operations beyond memory limits.

scvi-tools

Empowers single-cell omics analysis with deep generative models for dimensionality reduction, batch correction, and multimodal data integration.

Elixir & Phoenix Development

Provides specialized expertise in Elixir 1.17+, Phoenix 1.7, and LiveView for building high-concurrency, real-time applications.

Semantic PDF Research

Indexes PDF document collections using LightRAG to enable semantic search and context-aware research within Claude Code.

NotebookLM Infographic Automator

Generates professional infographics automatically by combining real-time web research with NotebookLM's visual creation capabilities.

Pymoo Optimization

Implements advanced multi-objective and many-objective optimization frameworks using state-of-the-art evolutionary algorithms and Pareto analysis.

Kubernetes Security Guardrails

Implements production-grade Kubernetes security policies including NetworkPolicy, RBAC, and Pod Security Standards to harden cluster infrastructure.

Skill Creator

Generates and optimizes custom behavioral instructions and SKILL.md files for Claude Code.

Async Python Patterns

Master Python asyncio and concurrent programming patterns to build high-performance, non-blocking applications.

Local Code Review

Launches a local web interface to review uncommitted code changes and diffs in the browser.

Scientific Python Documentation

Builds and manages professional documentation for scientific Python projects using Sphinx, MkDocs, and community-standard best practices.

Backend Architecture Patterns

Implements proven backend architecture patterns like Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable and scalable systems.

Git Commit Helper

Generates standardized, descriptive commit messages by analyzing git diffs using the Conventional Commits format.

Domain Research Framework

Orchestrates a systematic, 5-step research pipeline to transform vague interests into actionable, evidence-based domain insights.

PyDESeq2 Gene Expression Analysis

Identifies differentially expressed genes from bulk RNA-seq counts using the PyDESeq2 statistical framework.