Git & Version Control

Automate git commands. Use for commits, branches, merges, or repository management tasks.

Molecular docking tools for protein-ligand binding prediction. Use for predicting drug binding poses, calculating binding affinities, and virtual screening of drug candidates.

Cross-compile programs for ARM architecture from x86 hosts. Use when building ARM binaries, compiling kernels for ARM targets, or setting up cross-compilation toolchains.

Load, analyze, and manipulate 3D meshes using trimesh library. Use for mesh boolean operations, ray tracing, convex hulls, mesh repair, and export to multiple formats. Comprehensive mesh processing toolkit.

Browser automation with Playwright for modern web scraping. Use this skill for scraping JavaScript-rendered pages, handling complex interactions, managing multiple browser contexts, or testing web applications. NOT needed for static HTML parsing or processing already-fetched content.

Digital signal processing with NumPy/SciPy. Use when filtering signals, computing spectral analysis, performing convolution, detecting peaks, or processing time-series/frequency-domain data.

Browser automation with Puppeteer for Node.js/JavaScript environments. Use this skill for controlling Chrome/Chromium in JavaScript projects, generating PDFs, taking screenshots, or scraping JavaScript-rendered content in Node.js. NOT needed for Python projects, static HTML parsing, or processing already-fetched content.

Use GATK (Genome Analysis Toolkit) for variant discovery and genotyping in DNA sequencing data. Use when performing best-practice variant calling on Illumina data, applying BQSR, or joint genotyping.

Create and manage directory structures. Use for scaffolding projects or organizing files.

Handle errors and implement logging in data pipelines. Use when implementing retry logic, logging sync operations, tracking failed records, or building fault-tolerant data processing workflows.

Calculate and analyze warehouse picking efficiency metrics. Use this skill when measuring picker productivity, analyzing travel vs pick time ratios, benchmarking performance, or optimizing operational KPIs.

Address GitHub PR review comments end-to-end, fetch unresolved review threads (via `gh` GraphQL), implement fixes, reply with what changed, and resolve threads using the bundled scripts. Use when asked to “address PR comments”, “resolve review threads”, or “clear requested changes”.

Convert HTML/CSS documents to PDF using WeasyPrint for web-styled reports. Use when generating PDFs from HTML templates, creating styled PDF reports from web content, or producing print-ready documents with CSS styling.

Density Functional Theory simulation tools. Use for calculating electronic structure, band gaps, formation energies, and quantum mechanical properties of battery materials.

AI-powered task management for structured, specification-driven development. Use this skill when you need to manage complex projects with PRDs, break down tasks into subtasks, track dependencies, and maintain organized development workflows across features and branches.

Writing dbt models with proper CTE patterns, SQL structure, and layer-specific templates. Use this skill when writing or refactoring dbt models, implementing CTE patterns, creating staging/intermediate/mart models, or ensuring proper SQL structure and dependencies.

Step-by-step setup guide for dbt Projects on Snowflake including prerequisites, external access integration, Git API integration, event table configuration, and automated scheduling. Use this skill when setting up dbt Projects on Snowflake for the first time or troubleshooting setup issues.

Expert knowledge of GitHub CLI (gh) usage and best practices. Use when analyzing GitHub issues, PRs, repositories, or when user mentions GitHub URLs, issue/PR numbers.

Format Rust and TypeScript code using justfile tasks (just fmt-file, just fmt-rs, just fmt-ts). Use when user edits .rs/.ts files, mentions formatting, code style, rustfmt, prettier, cleanup, or before commits/PRs. Ensures consistent code style across the codebase.

Manage and synchronize AI agent skills from local SKILL.md files and remote Git repositories, generating Cursor rules with Agent Skills specification XML. This skill should be used when users need to sync skills, add/remove skill repositories, or set up the skills infrastructure.