Browse All Agent Skills

RStan to PyStan Conversion

Translates Stan statistical models and inference code from R (RStan) to Python (PyStan 3.x) while handling API mappings and output differences.

Code Review Practices

Facilitates high-quality code reviews by providing actionable frameworks for identifying bugs, ensuring architectural consistency, and delivering constructive feedback.

Git Recovery and Fix

Provides systematic guidance for diagnosing and recovering from lost commits, detached HEAD states, and accidental repository resets.

Terraform Module Scaffolder

Generates standardized Terraform module structures with pre-configured core files and best-practice templates for cloud infrastructure.

MIPS Interpreter Implementation

Implements MIPS CPU interpreters and emulators capable of executing compiled ELF binaries through structured architectural guidance and iterative development.

SQLite with gcov Compilation

Compiles C/C++ software with gcov code coverage instrumentation and manages custom installation paths for system-wide binary availability.

PyPI Server Setup

Configures and manages local PyPI repositories for hosting and distributing Python packages via HTTP.

Astropy Scientific Computing

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

Firebase Firestore Specialist

Optimizes Firebase Firestore implementation with expert NoSQL modeling, real-time synchronization, and advanced Security Rules configuration.

Protein Data Bank (PDB) Integration

Accesses and interacts with the RCSB Protein Data Bank to search, retrieve, and analyze 3D structures of biological macromolecules.

Nano-Banana AI Integration

Integrates high-resolution Gemini 3 Pro image generation and automated visual content workflows directly into the Claude Code environment.

SimPy Simulation

Builds and optimizes discrete-event simulation models to analyze complex systems like logistics, manufacturing, and networks.

LabArchives Integration

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

Opentrons Lab Automation

Automates laboratory liquid handling and experimental protocols for Opentrons Flex and OT-2 robots using Python Protocol API v2.

Hono API Development

Builds type-safe, high-performance REST APIs using Hono, RPC clients, and OpenAPI documentation.

OMERO Microscopy Data Management

Manages and analyzes microscopy data through the OMERO Python API, including image processing, metadata handling, and ROI management.

Matchms MS Data Processing

Processes and analyzes mass spectrometry data using Python-based spectral similarity and metadata harmonization.

Zarr Python

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

Datamol Cheminformatics

Simplifies molecular cheminformatics workflows by providing a Pythonic interface for RDKit with sensible defaults and parallel processing.

Write Compressor

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

Adaptive Rejection Sampler

Provides specialized guidance for implementing efficient Adaptive Rejection Sampling algorithms for log-concave probability distributions.

Git Worktree Manager

Streamlines isolated feature development by creating and configuring Git worktrees with automated safety checks and environment setup.

Ensembl Genome Database

Queries the Ensembl REST API to retrieve genomic annotations, sequences, variants, and comparative genomics data for over 250 species.

Invoice Organizer

Automates bookkeeping by extracting data from invoices and receipts to rename, sort, and organize them into tax-ready filing systems.

DeepTools Bioinformatics Suite

Analyzes and visualizes high-throughput sequencing data for genomics research and quality control.

DeepChem Cheminformatics

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

Web Application Testing

Automates end-to-end testing and visual verification of local web applications using Playwright and TypeScript.

Text & Token Optimizer

Optimizes documentation and prompts for maximum LLM token efficiency and improved instruction following.

Code Reviewer

Performs comprehensive automated code audits to ensure security, performance, and adherence to industry best practices.

Brewcode Standards Review

Conducts comprehensive code reviews against project standards, identifying duplicates and ensuring compliance with custom rules.