1. Software Development

Investigates note.com API behavior by capturing and analyzing HTTP traffic through mitmproxy and Playwright.

Searches Haskell API documentation for functions by signature, type, or library.

Enables collaborative code quality assessment for pull requests and source code submissions.

Migrates Python modules from SDR_stochastic research code to vrp-toolkit's three-layer architecture, refactoring research-specific code into generic implementations.

Automates quality gate decisions for code changes by running checks and generating a YAML report with PASS, CONCERNS, FAIL, or WAIVED outcomes.

Provides systematic workflow and API reference for integrating Streamlit playground with vrp-toolkit modules, including interface mapping and contract tests.

Provides quick reference for uv commands to manage Python virtual environments, package installation, and dependency management in projects.

Captures session context before termination or compaction to ensure state continuity in application workflows.

Provides reactive utility functions for Vue.js applications, including mouse tracking, storage, and responsive breakpoints.

Generates automated tests from features.json criteria with multi-framework support and coverage analysis.

Creates technical design for feature architecture, events, commands, and service interactions in the Burraco distributed system following feature discovery.

Syncs local Git worktree with upstream remote changes, handling uncommitted changes via stashing and offering rebase or merge options.

Assists in implementing new software features by managing code additions and integration for development requests.

Validates AI prompts and LLM outputs against source data to prevent hallucinations in application code.

Provides a custom linting rule for Vue.js to enforce coding standards and improve code quality.

Automates version consistency checks across version.json, README, CHANGELOG, and release files.

Provides diagnostic insights and resolution steps for API errors, HTTP status codes, and network issues in API requests and responses.

Initializes Rust/Python hybrid library projects with maturin and PyO3 bindings, setting up structure and dependencies.

Enforces custom Java coding rules to maintain consistent code style and quality in development projects.

Provides customizable rules for Python code analysis and quality checks in software development workflows.

Searches codebases for structural patterns (e.g., function definitions, class structures) using ast-grep to avoid false positives from comments or strings.

Performs simultaneous code reviews using both Claude and Codex, merging insights to identify issues missed by single-AI analysis.

Provides a custom linting rule for React applications to enforce specific coding standards and patterns.

Enforces strict TypeScript standards including centralized type definitions, arrow functions, and explicit return types for code reviews and development.