Compile a LaTeX document and fix every error plus aesthetic issue (overfull/underfull boxes, widows, alignment, fonts) for a clean PDF and log. Use this instead of running pdflatex/latexmk manually — it avoids the latexmk stale-log trap and silent grep failures on binary log output, and it reformats rather than…
Convert Mathematica .nb or .m files to Wolfbook .wb format so they open and run in VS Code. Use when bringing existing .nb/.m files into Wolfbook, or to make an existing .wb bridge-safe.
Run heavy Wolfram Language (wolframscript) computations from Claude Code reliably, and diagnose the misleading "The product exited because of a license error". Use whenever invoking wolframscript on a non-trivial computation, when a wolframscript job dies with a "license error" despite a valid license, or when Wolfram…
Use when the user asks to integrate a third-party REST or GraphQL API — fetching data, authenticating, handling rate limits, retrying on failure, and wiring responses into the application.
Use when the user asks to build, integrate, or improve an AI/LLM feature — calling Claude, GPT, or another model API; adding prompt templates; structured output extraction; tool use; streaming; or evaluating model outputs.
Use when the user asks to add logging, metrics, tracing, health checks, or alerting to a service — or when a service lacks visibility into what it's doing in production.