Look at any web UI you build or change — render it headless with `botference see` and read the screenshots — because layout and design failures produce NO errors or warnings. Use after every UI change, before declaring done, and whenever a human says something "looks wrong".
Set up and run the botference document-review interface (Google-Docs-style comments on rendered LaTeX/Markdown, bots replying in threads, apply/commit of accepted changes) in any repo — and follow the round protocol when the user asks for a review round or tags you from the review page.
Render any document the user needs to review (design docs, plans, story bibles, proposals, reports) as a self-contained HTML page with Google-Docs-style commenting — highlight text, attach notes, export feedback. Use whenever producing or updating a document whose primary purpose is for the user to READ AND REACT TO, whenever the user asks for "a review doc", or when they hand back a *.feedback.md file. The user has standing instructions that all review documents get this treatment.
Ideate and critique data visualizations using Edward Tufte's principles from "The Visual Display of Quantitative Information." Use this skill when: (1) Designing new data visualizations or charts (2) Critiquing or improving existing visualizations (3) Reviewing dashboards or reports for graphical integrity (4) Deciding between visualization approaches (5) Reducing chartjunk or improving data-ink ratio (6) Planning small multiples or high-density displays Applies principles: data-ink ratio, chartjunk elimination, graphical integrity, lie factor, small multiples, and data density.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me" or "grill-me".