1. Software Development

Provides shared TypeScript best practices tailored for Designer and Electron subsystems in software development projects.

Provides React 18 patterns for building components, hooks, TanStack Query integration, and testing in LlamaFarm Designer.

Provides shared Python best practices for LlamaFarm, covering coding patterns, async, type hints, testing, and security.

Automates code review of diffs, identifying security issues, anti-patterns, and quality problems while detecting frontend/backend domains.

Enables custom LLVM optimization passes implementation, performance tuning, and code transformation for improved generated code quality.

Builds source code analysis and refactoring tools using LLVM tooling, including Clang plugins and LLDB extensions for IDE integration.

Enables development of ML compilers and domain-specific languages using MLIR and CIR for high-level optimizations in multi-level compilation pipelines.

Builds custom compilers and language tools using LLVM, handling frontend, IR, optimization, and code generation for programming languages.

Enables implementation of runtime analysis tools, profilers, and security monitors via LLVM-based dynamic binary instrumentation.

Verifies feature flag states against an onchain vault to ensure alignment between software configurations and blockchain storage.

Exposes smart contract ABI methods in a vault class for seamless interaction with vault contracts.

Retrieves the latest blockchain block number via Web3.py using JSON-RPC endpoints and environment variables.

Adds new vault smart contract types to an existing blockchain protocol, extending its financial product capabilities.

Integrates new ERC-4626 vault protocols by accepting smart contract addresses, protocol names, and slugs for blockchain vault support.

Reviews staged changes and generates a well-structured commit message for clean Git commits, enhancing version control practices.

Template for initializing new MARVIN skills, enabling structured development and customization of skill frameworks.

Guides efficient team collaboration through GitHub workflows including pull requests, code reviews, and branching strategies.

Expert assistance for writing, reviewing, and optimizing SwiftUI code with modern best practices including state management, concurrency, and iOS 26+ features.

Provides a command-line interface to interact with MCP (Model Context Protocol) servers for accessing external APIs and data sources.

Guides implementation of Tenzir-specific C++ features including TQL functions, operators, and data abstractions like Arrow arrays and view3.

Updates jj-lib and jj-cli dependencies to the requested version.

Generates Solidity integration tests for EigenLayer contracts, covering user flows, cross-contract interactions, and upgrade scenarios per project conventions.

Generates Solidity unit tests for EigenLayer smart contracts, following project conventions with per-function test contracts and mock dependencies.

Formats and lints Solidity interface files according to EigenLayer conventions, ensuring proper organization of Errors, Events, and Types sub-interfaces.