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Content

Run a user interview: produce an interview guide and synthesize the output into an actionable insight report.

Development

Manage NuGet packages in .NET projects using the dotnet CLI for adding, removing, and updating versions.

Development

Query the database — list schemas, tables, describe a table, or run SQL. Accepts arguments like schemas, tables, describe <table>, or raw SQL.

Data & AI

RWKV combines RNN efficiency and Transformer parallelization for linear-time inference with infinite context, no KV cache. Learn installation, usage, and workflows for generation and long context processing.

Documentation

Extract thesis-relevant information (design decisions, numerical stability tricks, JAX/Equinox patterns, privacy accounting math) from codebase and append to thesis notes files.

Data & AI

Inspect ML training availability on an Itô booking and hand off a confirmed training manifest to the canonical backend when available.

Productivity

Automated weekly review for context hygiene, metrics, background scans, and action list generation. Requires minimal input, defaults to keeping process-debt items.

Design & Creativity

Generate images, videos, and audio via fal.ai API supporting FLUX, SDXL, Whisper, and more. One API for all your AI media generation needs.

DevOps

Configure automated Vercel deployments with GitHub Actions, including preview deployments on pull requests and production deployments on merge.

Data & AI

TOON is a temporary, lossless representation of JSON data to reduce tokens when reading structured data. Use for inspecting JSON files, API responses, and more.

Development

Build event-driven applications with Azure Event Grid SDK for Java. Use it for publishing events, implementing pub/sub patterns, or integrating Azure services via events.

Development

Break a plan or spec into vertical tracer-bullet tickets with dependencies, published to the configured tracker.