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Development

Apply production-ready Deepgram SDK patterns for TypeScript and Python. Covers singleton clients, Aura text-to-speech, audio intelligence, and migration paths.

Documentation

Document a newly learned design pattern in the pattern library by adding an entry and a reference file with code examples.

Development

Rigorous code review to identify bugs and improvements, with thorough verification of each issue before reporting.

Development

Create a safe dependency update plan by analyzing security risks, breaking changes, and compatibility issues.

Development

Manage NuGet packages in .NET projects using the dotnet CLI. Enforces safe add, remove, and update procedures with version verification and restore.

Development

Generates a UI design contract (UI-SPEC.md) for frontend phases. Orchestrates UI research and verification end-to-end.

Documentation

Records decisions and meta-reflection after features with trade-offs or architectural choices. Captures why and surfaces session friction as chat output only.

Testing

Automated assistance for test retry configuration, providing best practices and concrete examples.

Content

Write essays, articles, and blog posts in Paul Graham's plain, spoken voice. Models his style from 18 essays to produce prose that reasons out loud and lands surprising true claims.

Development

Write idiomatic PHP code using generators, SPL, and PHP 8+ features for high-performance applications.

Development

External API integration and webhook handling including HTTP endpoint routing, request/response handling, authentication, CORS configuration, and webhook signature validation.

Development

Display a comprehensive repository dashboard with PRs, issues, CI/CD health, and suggested tasks, with configurable detail levels.