Converts a brief, notes, transcript, document, or mixed source material into a presentation plan and saves it to the project's `docs/specs/` folder. Use when the input is messy or incomplete and you need to extract audience, goal, theme, narrative arc, section flow, and slide intent before building a deck.
Reviews a presentation deck for story consistency, pacing, structure, and audience fit, then proposes or applies concrete improvements. Use when a deck draft exists and you need to identify what is weak, confusing, redundant, or missing and update it accordingly.
Guided discovery for new presentations when there is no brief, notes, or source material yet. Asks structured questions one at a time to establish audience, format, tone, takeaway, and narrative direction, then produces a brief that feeds into brief-to-presentation-plan.
Converts an approved presentation plan into a concrete presentation deck. Use when you already know the audience, through-line, and slide flow and now need to produce slide structure, layout decisions, reveal order, animation, and implementation-ready deck content.
Adds themed GIFs to selected slides in an existing deck. Use when a deck draft exists and the user wants to inject humor or energy with GIFs — picks a deck-wide theme (e.g. Matrix, Pixar, Office), lets the user choose which slides get a GIF, searches Giphy, and offers 3 options per slide.
Turns numeric results, improvements, and comparisons into bold visual treatments instead of inline prose. Use on any slide that contains a number representing a result, change, gain, loss, target, or benchmark — bars, gauges, hero numbers, before/after panels, delta callouts, with a reason label explaining why the number moved.