academic-humanizerImprove AI-assisted academic manuscripts and funding proposals while preserving scholarly voice, claims, numbers, citations, and disclosure integrity. Use when the user asks for \"academic-humanizer\", academic humanizing, or de-AI editing of papers, theses, abstracts, or grant proposals (NSF/NIH).
deslopRemove generic AI-prose patterns while preserving author voice, evidence, and technical meaning. Use when the user asks to \"deslop\", \"de-AI\", \"make this sound human\", clean up LLM-written prose, or polish manuscripts, grant text, cover letters, or peer-review responses for natural, specific wr
edit-articleEdit and improve articles by restructuring sections, improving clarity, and tightening prose. Use when the user wants to edit, revise, or improve an article draft.
google-docs-refineRefines text through a reusable Google Docs workstation using connector staging, visible browser automation, and human-assisted Gemini actions. Use when the user asks to formalize, rephrase, polish, shorten, or otherwise refine text in Google Docs.
migrate-to-shoehornMigrate test files from `as` type assertions to @total-typescript/shoehorn. Use when the user wants to replace `as` in tests or needs partial test data with shoehorn.
obsidian-vaultSearch, create, and manage notes in the Obsidian vault with wikilinks and index notes. Use when the user wants to find, create, or organize notes in Obsidian.
scaffold-exercisesCreate exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when the user wants to scaffold exercises, create exercise stubs, or set up a new course section.
sciwriteReview scientific or engineering manuscripts for writing clarity without changing technical claims. Use when the user asks for \"sciwrite\", \"review my manuscript\", \"scientific writing review\", \"improve clarity\", \"clean up the prose\", passive voice, clutter, or journal-submission prose revie