Browse All Agent Skills

Largest Eigenvalue Optimization

Optimizes numerical linear algebra computations for finding eigenvalues of small dense matrices through direct LAPACK integration and overhead reduction.

HuggingFace Model Inference

Provides procedural guidance for setting up HuggingFace model inference services using Flask, covering environment setup, model caching, and robust API implementation.

LatchBio Integration

Builds and deploys serverless bioinformatics workflows using the Latch Python SDK and cloud infrastructure.

Metabolomics Workbench Database

Accesses the NIH Metabolomics Workbench to query metabolite data, study metadata, and standardized nomenclature for biomarker discovery.

QEMU Alpine SSH Setup

Streamlines the configuration of QEMU virtual machines running Alpine Linux by providing diagnostic-first guidance for networking, SSH access, and automated system setup.

Scikit-learn Machine Learning Toolkit

Implements comprehensive machine learning workflows including classification, regression, and data preprocessing using the industry-standard Scikit-learn library.

PyTorch Model CLI Implementation

Implements standalone command-line inference tools in C, C++, and Rust by extracting weights and logic from PyTorch models without Python dependencies.

PubChem Database Explorer

Accesses the world's largest chemical database to retrieve compound properties, structures, and bioactivity data for cheminformatics workflows.

UV Package Manager

Streamlines Python development with high-performance dependency management and virtual environment orchestration using the Rust-based uv tool.

pyOpenMS Proteomics Toolkit

Processes mass spectrometry data for proteomics and metabolomics analysis using the pyOpenMS library.

ChEMBL Database for Drug Discovery

Queries ChEMBL's vast database of bioactive molecules and drug discovery data for medicinal chemistry research.

DeepChem Cheminformatics

Applies machine learning to chemistry, biology, and materials science to predict molecular properties and design new compounds.

Cybersecurity Analyst

Conducts deep security audits and threat modeling using industry-standard frameworks to harden applications and infrastructure.

Write Compressor

Implements custom compression encoders that ensure bit-level compatibility with existing decompressors and state-sensitive arithmetic coding logic.

Zarr Python

Manages large-scale N-dimensional arrays with chunking and compression for high-performance scientific computing and cloud storage.

LabArchives Integration

Automates electronic lab notebook management through the LabArchives REST API for programmatic research documentation and data backup.

Treasure Data RT 2.0 Configuration

Configures Treasure Data RT 2.0 for real-time personalization, including event tracking, attribute mapping, and identity stitching.

Astropy Scientific Computing

Performs advanced astronomical data analysis, coordinate transformations, and cosmological calculations using the industry-standard Astropy library.

Schema Auto-Tagger for Treasure Data

Automates metadata classification and policy tagging for Treasure Data schemas to ensure governance and compliance with minimal manual effort.

Portfolio Optimization with C Extensions

Accelerates Python numerical computations by implementing performance-critical mathematical algorithms as high-speed C extensions.

Skill Learning Patterns

Identifies, validates, and contributes recurring software patterns and technical improvements back to shared knowledge repositories.

Code From Image

Extracts, interprets, and implements code or algorithms from images and screenshots using OCR and systematic preprocessing.

Build POV-Ray 2.2

Guides the compilation of historical POV-Ray 2.2 source code on modern Linux systems through specialized archive handling and compiler compatibility fixes.

FEAL Linear Cryptanalysis

Performs linear cryptanalysis on FEAL and similar Feistel ciphers to recover encryption keys using statistical linear approximations and bias analysis.

Regex Chess

Implements chess move generation and board state transformations using regular expression pattern matching and substitution.

Nginx Request Logging

Configures Nginx web servers with custom log formats, rate limiting policies, and specialized error handling pages.

Train FastText

Optimizes FastText text classification models by balancing hyperparameter tuning with strict file size and accuracy constraints.

Path Tracing

Analyzes and recreates ray-traced images by reverse-engineering scene parameters and implementing optimized path-tracing algorithms.

FEAL Differential Cryptanalysis

Guides the implementation of differential cryptanalysis attacks to recover round keys from FEAL and similar Feistel-network block ciphers.

Build POV-Ray

Compiles and installs POV-Ray from source archives, with specialized support for legacy versions and antiquated C code.