从工作出发，再选择提示词。
面向 Gemini 3 模型家族、以结果为先的提示词，按你需要完成的任务分组。每个模板都附带可见变量、有效原因及其已知局限。
Research & fact-checking prompts
Deep research, source-grounded analysis, and citation checks where evidence and uncertainty matter more than a confident answer.
Coding & debugging prompts
Repository-aware briefs for building features, reviewing code, debugging, and writing tests without breaking the existing architecture.
Writing & editing prompts
Rewrites, content briefs, and professional messages that keep the argument intact and make every claim easy to audit.
Image generation & editing prompts
Nano Banana and Gemini image direction that locks composition, lighting, and identity before style details. See the full gallery for tested portrait prompts.
Video prompts for Veo & Gemini
Controllable shot briefs that define action, camera, timing, sound, and negative constraints in a single block.
Learning & study prompts
Active-recall tutoring, explanations, and quiz generation that turn dense material into a practice loop.
Turn a broad question into a cited decision brief
Ask Gemini to act as a skeptical analyst that separates verified facts, inferences, and unknowns, keeps dates beside tim…
Ship a feature without losing the existing architecture
Tell Gemini to inspect the repo conventions first, make the smallest coherent change, preserve unrelated work, add focus…
Rewrite expert material without flattening the ideas
Have Gemini preserve the original argument and qualifiers, cut jargon and filler, keep claims auditable, and end with th…
Create consistent editorial portraits across a series
Lock identity, composition, lighting, and wardrobe before style words so a portrait series stays consistent instead of d…
Convert one idea into a controllable 8-second shot
Describe subject, a second-by-second action timeline, camera, environment, and audio in one block, with negative constra…
Build an active-recall lesson from difficult material
Turn notes into a lesson: one mental model and example, three adaptive diagnostic questions, then five active-recall que…
独立的提示词教育与工作流库。与 Google 无隶属关系，也未获其背书。Gemini、Nano Banana 和 Veo 是 Google LLC 的商标。标记为“草稿”的提示词模板尚未在真实模型运行中验证——参见我们的测试方法。