1. Software Development

Guides TypeScript code style, type co-location, constant naming, and arktype patterns for consistent type definitions.

Provides error handling patterns using trySync, tryAsync, and Result types for graceful error recovery in code.

Automates creation of standardized changelog entries from code change logs for version history documentation.

Automates creation and submission of GitHub Pull Requests for code review and collaboration.

Enables development, debugging, and maintenance of the React-based Positron Notebooks editor with cell operations, execution handling, and state management features.

Provides design patterns for configuring multi-agent LLM systems in the Langroid framework, covering agent tools and task control.

Formats code on the current branch using Biome for linting and cleanup prior to commits or PRs.

Adds announcement cards to Agenta's sidebar banner system for changelogs, features, updates, and promotions, supporting simple and custom banners.

Analyzes fast-agent session and history files to diagnose unexpected terminations, tool loops, and conversation flow issues via metadata and message structure.

Automates GitHub pull request reviews to identify bugs and assess code quality, ensuring maintainable and reliable code.

Builds interactive dashboards and simple applications from design specifications, handling implementation and testing phases.

Generates code for the Tempo framework, streamlining development of Tempo-based applications.

Builds Python agents using Agentica SDK with @agentic decorator, spawn(), persistence, and MCP integration.

Orchestrates and chains existing skills to streamline feature development workflows in software projects.

Identifies unused functions and dead code in a codebase to improve maintainability and reduce technical debt.

Enables AST-based code search and refactoring using the ast-grep tool for efficient codebase navigation and modification.

Provides a structured testing workflow covering unit, integration, and end-to-end tests for software quality assurance.

Enables asynchronous interactive code execution and evaluation in development environments with non-blocking operations.

Defines type contracts for parallel agent systems to standardize agent interfaces and ensure interoperability.

Enables efficient code structuring through modular components for improved maintainability and collaboration.

Enables parallel, specialized code reviews with automated feedback synthesis for comprehensive quality assessment.

Enables idempotent redundancy for safe repeated operations in distributed systems, preventing side effects during retries.

Upgrades any skill to v5 Hybrid format by applying decision theory and modal logic for systematic refactoring.

Provides standardized rules for writing conventional and meaningful Git commit messages to improve code history clarity and maintainability.