36 prompts that beat “summarize”

A full academic-review harness: rules, process and a seven-part output structure. The most complete research prompt the community has shared.

Doesn't summarize - it red-teams your notes and designs five custom prompts to expose blind spots. The author runs it in Gemini with the notebook attached; it also works pasted into Gemini Notebook chat.

Three lenses on the same question - analytical, creative, skeptical - to break confirmation bias before an important decision.

The opening move of the workflow u/Able_Orchid_3818 shared: index before you ask anything, especially on messy transcripts and overlapping PDFs.

From the same workflow: never say “summarize” - say “explain”, and go through the index one title at a time so every source gets mined.

The extraction template from the community roundup - turns a document into an evidence list with page numbers.

Pins two sources against each other with specifics instead of a polite blended answer.

Finds the questions your material never answers - often the fastest way to spot what to read next.

A quick red-team pass on any document you are about to rely on.

Forces a real synthesis across everything in the notebook - useful as a closing move after deeper passes.

The community's flashcard template: definitions, core concepts and cause-effect, with a page reference on every card.

Plausible wrong answers are what make practice questions work - this template demands them.

Turns dense material into the eight questions a beginner would actually ask.

Sequencing help for dense papers: what must click before the rest can.

The main argument, translated - with concrete examples pinned to the sections they come from.

u/daozenxt reads books chapter-by-chapter with Gemini Notebook in a side panel, asking these four questions per chapter.

The closing questions of the same book workflow - connection, weak spots, and a teachable artifact.

The single most repeated Audio Overview fix: kill the warm-up minute, go straight at one topic.

The opposite lever: a long-form episode that must include counterarguments, not just agreement.

Makes the hosts argue both sides of a position from the sources instead of narrating consensus.

An episode that reviews the material's methodology and arguments instead of repeating them.

u/telultra's full director's-treatment prompt for Video Overviews - worldbuilding, camera language, a forbidden-tropes list and a scene-by-scene storyboard.

One of u/Paolo-Cortez's copy-paste style specifications - technical line art, floor-plan symbols and dimension markers.

The cyberpunk variant from the same set - glowing circuit traces, holographic panels, HUD framing.

The playful variant - duotone ink, halftone shading, numbered modular sections.

A Japanese business-media art-director persona: Swiss-style asymmetric covers, massive headline typography and strict one-message-per-slide rules.

A full YAML spec for an architectural, whitespace-heavy portfolio look, with a catalog of seventeen layout variations to draw from.

Cutout photos, asymmetric speech bubbles, numbered sections and crop marks — slides that read like a fashion magazine spread.

One sentence, big effect: a bold fashion-magazine look with serif display type and sticker-style accents.

The shortest spec in the collection — for decks you talk over rather than read.

A product-studio aesthetic: device mockups, soft shadows and premium spacing for launch or portfolio decks.

Constructivism meets tech: draft-line grids, neon-yellow geometry and Didot/Helvetica pairings on paper-textured gray.

Asphalt black, bolt lime and jersey numerals — a high-tempo spec for anything competitive or fast-moving.

One line in the notebook's custom settings that reliably makes answers longer, deeper and more carefully reasoned.

From u/Inside-techminds' source-structure workflow: pin this and every answer arrives pre-wired for verification.

Fill a notebook with prompt-engineering material first, then have it write prompts for any goal - and improve its own draft.