1. Software Development

Automates isolated Git worktree workflows for coding agents, enabling branch isolation, atomic commits, and branch publishing without manual intervention.

Guides creation and refactoring of Claude Code skills through structured development phases including requirements, design, and validation.

Extracts and analyzes comment locations in source code files for documentation auditing, cleanup, and pattern analysis across multiple programming languages.

Provides safe execution of basic arithmetic operations using standard operators, preventing security risks associated with eval or exec.

Securely reads files from the documents directory, preventing path traversal vulnerabilities.

Provides comprehensive code review with customizable modes for speed, thoroughness, and performance analysis.

Analyzes error messages and proposes minimal, effective code fixes for common programming failures.

Automates code style checking and fixes common issues in projects, supporting consistent coding standards.

Generates a complete Tushare API plugin with extractor, schema, config, and testable curl examples for seamless integration.

Comprehensive guide for integrating PyAV with FFmpeg, covering installation, decoding, encoding, and media processing patterns for Python developers.

Validates API calls against official documentation to confirm correct usage, parameters, and endpoint implementation.

Safely upgrades project dependencies and migrates between framework versions with minimal disruption to codebase integrity.

Detects project configuration, runs tests, and automatically resolves test failures to ensure code quality.

Generates step-by-step implementation plans for software features based on technical analysis and user requirements.

Generates and executes unit tests for untested code, covering edge cases to improve test coverage and code reliability.

Provides step-by-step guidance for safe code refactoring, including extraction, renaming, and restructuring to improve code quality and maintainability.

Explains code functionality, triages code changes, and maps project structure for improved codebase understanding.

Designs database schemas, ORM models, and migration scripts for efficient application data structure implementation.

Reference guide for integrating the Claude Code agent into other agent systems via API calls.

Searches and adds Nix packages to projects, streamlining dependency management for Nix-based development workflows.

Designs REST, GraphQL, and RPC API contracts and specifications for seamless integration and development.

Analyzes project structure to identify existing tooling and workflows, aiding in setup and environment configuration.

Quick reference guide for Jujutsu (jj) version control commands, aiding developers in efficient code management workflows.

Automates comprehensive code quality checks including linting, testing, and review to ensure reliability and maintainability.