Use when automating Google Gemini Notebook Enterprise / NotebookLM Enterprise — listing notebooks programmatically, building a notebook/source inventory, adding or removing sources, diagnosing ingestion failures or 401/403/429 errors, or wiring notebook…
Use when an author is planning, researching, drafting, revising, fact-checking, or quality-assuring a substantive nonfiction book or book-length manuscript, including argument-driven, narrative, prescriptive, business, leadership, self-development, social…
Use when giving recommendations, comparing or choosing a tool/library/model/service, estimating costs or pricing, proposing a plan or architecture the user will act on, or stating version/benchmark/"state-of-the-art"/best-option/latest claims that could be…
Use when writing or editing PowerShell commands or scripts, especially when variable names, shell quoting, heredocs, or path/string interpolation may fail.
Generic, stack-agnostic UX testing process for any product — expert heuristic evaluation (Nielsen's 10), task-based cognitive walkthroughs, journey/state analysis, content + internationalization comprehension, and a real-user test-plan generator (moderated +…
Generic, stack-agnostic UI testing process for any web project — visual regression, responsive + cross-browser, WCAG 2.2 AA accessibility (axe → manual → screen reader), component/state matrix, internationalization/locale-integrity (pseudo-locale +…
Generic, stack-agnostic back-end / API testing process for any service — unit + integration (Testing Trophy, real deps via Testcontainers), API contract (request+response schema, Pact/Schemathesis, breaking-change detection), data invariants, resilience +…
Use when working with LaTeX/TeX projects — creating, editing, compiling, or debugging .tex/.bib/.bst/.sty/.cls files, fixing PDF build failures and compile-log errors, repairing bibliographies (BibTeX, BibLaTeX, Biber, natbib), formatting…