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Generates developer-friendly web-based slides with Markdown, Vue components, and interactive features for technical presentations and teaching materials.

Generates Django database migration files for Sentry, handling schema changes like column/table modifications and conflict resolution.

Provides instant access to documentation, API references, and code examples for libraries and frameworks like React, Vue, and Next.js.

Reads and summarizes arXiv scientific papers from provided URLs, extracting key insights and context for research purposes.

Provides tools for developing, configuring, and debugging Payload CMS projects including collections, hooks, and API interactions.

Diagnoses and resolves intermittent CI test failures to ensure stable continuous integration pipelines after PR merges.

Generates translation strings for new keys in localization packages.

Reviews UI code for compliance with Web Interface Guidelines, including accessibility, design best practices, and UX standards.

Guides placement, structure, and conventions for TiDB test cases, including naming, testdata usage, and review criteria.

Executes end-to-end tests to validate the functionality and reliability of an API service.

Provides best practices and integration guidance for Better Auth, a TypeScript-based authentication framework, ensuring secure user authentication and authorization flows.

Guides developers on effective Git practices for commits, branching, and pull request workflows to enhance collaboration and code management.

Provides automated assistance for code reviews, checking linting errors, style consistency, and adherence to development best practices.

Retrieves OS, hardware, and resource metrics using executable scripts for infrastructure monitoring and diagnostics.

Generates professional resumes conforming to Reactive Resume schema, guiding content structure and sections for valid JSON output.

Pattern for progressively refining context retrieval in LLM-based systems to solve subagent context challenges.

Automates extraction and storage of reusable code patterns from Claude sessions, building a personalized knowledge base for developers.

Provides a formal framework for evaluating code in Claude Code sessions using eval-driven development (EDD) principles.

AI system observing sessions via hooks to create and score atomic instincts, evolving them into skills, commands, and agents.

Offers universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.

Provides Go testing patterns including table-driven tests, subtests, benchmarks, and fuzzing, following TDD and idiomatic Go practices.

Suggests strategic manual context compaction at logical task phases to preserve context integrity without arbitrary truncation.

Provides reusable frontend patterns for React, Next.js, state management, and performance optimization.

Expert guidance on ClickHouse query optimization, data engineering patterns, and high-performance analytics implementation for analytical workloads.