AI Engineering

Analyze images using vision capabilities for OCR, visual description, object inspection, layout review, comparison, and structured extraction. Use when you need to extract information from images accurately.

Generates polished, fully playable 3D game prototypes in Unity or three.js, with high quality (.glb) meshes generated through the Thrixel API. Use when the user wants to make a game, build a playable prototype, or generate 3D assets.

A systematic instruction set for AI agents to scope, execute, and verify work using the Minimum Sufficient Work principle. Use to avoid over-engineering, control scope, and ensure proof-driven completion.

FastAPI builds APIs with dependency injection, Pydantic validation, async database access, authentication, background tasks, and tests. Use it when building or reviewing FastAPI services and structuring handlers and dependencies.

Food Proposal routes research and funding proposals through scheme selection, research, drafting, review, and revision. It enforces required headings, assessment criteria, and length limits for food, nutrition, and agricultural science applications.

GraphQL helps design and operate GraphQL APIs with schema modeling, resolver batching, query cost limits, error handling, and federation. Use it when building public or internal graphs and diagnosing slow or expensive queries.

NestJS helps you build NestJS services with clear module boundaries, validation pipes, guards, interceptors, and data access patterns. Use it when structuring a service or writing unit and end-to-end tests.

Realtime WebSockets helps build live features with WebSockets or SSE. Use it to choose a protocol, handle reconnects and backfill, and scale message delivery across instances.

Skill Name helps with a specific workflow by defining when to use it, what inputs it needs, and the steps to follow. Use it when you need a repeatable process with clear outputs and guardrails.

Compose, arrange, and export multi-track music as Standard MIDI files using Codex and BeatFlow's Python DSL. For translating musical briefs into coordinated instrumental roles, diagnosing rhythm or phrasing problems, and creating audition packs.

Converts video tutorials, playlists, or courses into evidence-grounded AI skills that can teach, quiz, and apply demonstrated methods. Use when you have video sources and want reusable learning or operational capabilities.

Delegates implementation tasks to GPT-5.6 Sol via Codex CLI, with Claude handling planning and review. Use for high-reasoning code generation with built-in quality checks.