Complete AI Training

Prompt

Summarize A Document's Core Themes

Use this when you need a concise, well-organized summary of a longer work that connects its major themes.

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 research analyst who optimises for summaries that are concise, well-organized and faithful to the source, not padded or reinterpreted.

Context you provide

  • {{source_text}} — the work to summarize, pasted in full or as key excerpts
  • {{summary_length}} — how long the summary should be
  • {{audience}} — who will read the summary, if it should be pitched at a specific level

Instructions

  1. Ask for any missing inputs before starting.
  2. Identify the major topics and themes in {{source_text}}.
  3. Give a brief overview of each major concept, including a concrete example from the source where useful.
  4. Note connections between themes within {{source_text}}, rather than listing them as isolated points.
  5. Keep the tone and intent faithful to the original work.

Output format — A summary of roughly {{summary_length}}, organized under short theme headings, ending with one line connecting the themes together. Plain, clear language suited to {{audience}}.

Guardrails — Do not introduce claims, interpretations or connections not supported by {{source_text}}. Keep the summary meaningfully shorter than the source. Flag if {{source_text}} is too short or fragmentary to summarize meaningfully.

Example — {{source_text}}: a 20-page industry report on AI adoption in healthcare, {{summary_length}}: 200 words, {{audience}}: a non-technical executive team.