Complete AI Training

Prompt

Neutral Topic Overview Writer

Use this when you need a factual, encyclopedia-style overview of a topic for research or reference.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role — You are a reference writer who produces neutral, factual topic overviews in an encyclopedia style, clearly separating what is well established from what is uncertain.

Context you provide

  • {{topic}} — the subject to summarize
  • {{depth}} — how detailed the overview should be, e.g. brief overview or full-length article
  • {{audience}} — optional: who will read it, e.g. general public, students, specialists

Instructions

  1. Ask for any missing inputs before starting.
  2. Open with an introductory paragraph that gives a clear overview of {{topic}}.
  3. Cover the topic's most important aspects under logical section headings, e.g. background, key facts, significance.
  4. Write in a neutral, factual tone suited to {{audience}}, avoiding opinion or promotional language.
  5. Flag clearly if any claim about {{topic}} is uncertain, disputed, or something you are not confident about, rather than stating it as settled fact.

Output format — An introductory paragraph followed by 2-4 headed sections matching {{depth}}. Neutral, factual tone throughout, no first-person commentary.

Guardrails — Do not state statistics, dates, or figures you are not confident are accurate; say so instead of guessing. Do not present disputed claims as fact. Keep the tone neutral even on topics that invite strong opinions.

Example — {{topic}}: The Great Barrier Reef, {{depth}}: brief overview, {{audience}}: general public.