Summarisation
Summarising and extracting key points from any long text or transcript.
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- Brief me on an unfamiliar topic
Gets someone up to speed on an unfamiliar topic before a meeting or decision, with key terms, main players, live debates, common misconceptions and smart questions, flagging what may be out of date.
- Build a news digest
Turns several articles into a short briefing - key developments, where sources agree or disagree, what is genuinely new and what to watch next - with every point traced to its source.
- Build a timeline from documents
Builds a dated chronology of events from emails, letters and notes with a source for each entry, and flags conflicting dates and gaps. For disputes, claims, complaints and investigations.
- Catch up after time away
Builds a catch-up brief after time away from emails, chats and documents covering what changed, decisions made, what needs you first and what can wait.
- Compare two documents
Compares two versions of a document, or two related documents, and reports what changed, what stayed consistent and what conflicts, with quotes and locations for every finding.
- Debate the author of a text
Defends an article's or essay's thesis using only its own text while the user challenges it, then summarises which objections landed and what the author would need to answer.
- Extract deadlines and dates
Extracts every date, deadline, appointment and time-bound obligation from letters, emails, syllabi or contracts into a sorted calendar-ready list, quoting the source line.
- Extract the key numbers from a report
Pulls every statistic from a report or article into a table with value, unit, date, population and cited source, noting where context changes what a number means.
- Extract the open questions in a document
Lists the open questions, unknowns and unresolved disagreements a document raises, ranked by how much answering each would matter for what the reader does next.
- Extract the predictions from a text
Lists every prediction in a text with who made it, the timeframe, how checkable it is and what would count as right or wrong, ready to score later.
- Extract every reference mentioned
Lists every book, paper, tool, person, organisation and link mentioned in a transcript or text, with what was said about each and where, marking unclear names instead of guessing.
- Extract the reusable ideas from content
Extracts what is worth keeping from a talk, interview, article or chapter into core ideas, surprising insights, exact quotes, practices, figures and references, inventing nothing.
- Ask questions of a document
Answers the user's questions about a supplied document using only its contents, quoting the passage behind each answer and saying plainly when the document does not cover something.
- Quiz me on what I just read
Quizzes the reader on an article, chapter or report they just read, one question at a time, mixing recall and application, and explains each miss with the passage that answers it.
- Rate whether content is worth my time
Rates a long article, video or podcast transcript against the reader's interests for relevance, novelty, density and evidence, then says read it, skim named parts, or skip.
- Summarise a book
Summarises a non-fiction book's argument, key ideas, evidence and critiques, and turns it into actions for your purpose. Says when it does not know the book instead of inventing content.
- Summarise the positions in a discussion
Summarises a long discussion (forum thread, comments, RFC or email debate) into the positions held, the arguments for each, points of agreement and the open questions.
- Summarise an email thread
Summarises a long email thread into where things stand now, the decisions made, open questions and who owes what to whom, so you can catch up or reply in minutes.
- Summarise a group chat
Summarises a busy group chat or channel since you last read it into decisions, questions for you, plans with dates and what can safely be ignored.
- Summarise a long document
Produces a layered summary of a long document, from one line to key points to section detail, keeping numbers, hedges and nuance faithful and pointing to where each point comes from.
- Summarise reviews before buying
Summarises many product, place or service reviews into consistent praise, complaints, deal-breakers and who it suits, and notes how representative the reviews seem.
- Summarise a video or podcast transcript
Summarises a video or podcast transcript into key points with timestamps, exact quotes and a verdict on which parts are worth watching in full, without inventing times or claims.
- Synthesise several sources into one brief
Synthesises several supplied documents into one brief answering a question, with where they agree and disagree, what each adds and what none covers, citing which source says what.
- Turn content into personal actions
Turns an article, podcast or course lesson the person consumed into a short action plan for their situation, with what to try this week, what to discard and how to tell if it worked.
- Turn a voice note into a clear message
Turns a rambling voice-note transcript into a clear written message or email, with the main point first, every ask, date and number kept, and the rest trimmed.
- Write a book club guide
Builds a book club guide with a spoiler-safe summary up to the agreed chapter, themes, discussion questions and an activity. For book club hosts.
Domain-specific summaries go to their domain (a paper goes to literature-review).