Research & Summaries AI prompts

Prompts for reading less and understanding more: summarising a long document, comparing sources, extracting key claims, and producing a structured brief. Always check quotes and figures against the original.

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61 Research & Summaries prompts

Analyze a proposed bill's impact and fiscal cost to my agencyA bill analysis covering what changes, operational impacts, a fiscal note estimate with stated assumptions, and suggested amendments.
Analyze course evaluations to improve teaching and coursesFinds themes, patterns, and fixes in student course evaluation scores and comments, with caveats about bias.
Ask questions about a document — answers grounded only in itAnswers from the document only, with quotes, and says clearly when the answer isn't there.
Assess the credibility of a conservation or carbon project reportA structured assessment of a conservation, biodiversity, or carbon project report: strategies, community impact, monitoring, risks, and gaps.
Build a systematic review search strategyCreates database-ready Boolean search strings with synonyms, controlled vocabulary, and documentation for a systematic or scoping review.
Build a talent market brief for a role before the search startsA briefing on talent supply, competitors, pay signals, and candidate motivations to set realistic hiring expectations.
Build a target investor list for my first roundA prioritized list structure with fit criteria and research steps so you pitch investors who actually back companies like yours.
Build a taxonomy of a subject or fieldA clear hierarchy of fields, subfields, and topics with definitions and cross-links, for study, research, tagging, or course design.
Build a timeline of events from my sourcesOrders events chronologically with dates, sources, and gaps.
Build an executive briefing from scattered emails, chats, and documentsPulls emails, Teams or Slack threads, notes, and files into one dated briefing: where things stand, what changed, and what needs deciding.
Check my manuscript against a reporting guidelineAudits a draft against the right reporting checklist (CONSORT, STROBE, PRISMA, and more) and lists exactly what's missing.
Check whether a health claim or headline holds upA plain-language check of a health news story, social post, or product claim, with questions to separate hype from evidence.
Check whether a newly announced vulnerability affects usTurns a new CVE or advisory into an exposure check, urgency call, and action plan for your environment.
Compare companies, products, or approaches objectivelyA fair, evidence-based comparison table of companies, products, or approaches, with sources, unknowns, and best-fit scenarios.
Compare several sources and find where they disagreePuts sources side by side: agreements, contradictions, evidence quality, and what it means.
Compare the teachings of two religious or philosophical textsA respectful side-by-side of what two texts claim and teach, grounded in quoted passages and showing where they agree and differ.
Compare two documents or versions and highlight the differencesPuts two documents or two versions side by side and lists every meaningful change, addition, and removal, ranked by impact.
Create a one-page briefing for a busy stakeholderCondenses material into a one-page brief a senior person can absorb in two minutes.
Create a recurring briefing on developments in my fieldA scannable weekly or monthly briefing that ranks news, papers, and releases by relevance to your work and turns them into actions.
Create screening criteria and a data extraction form for a reviewDefines clear inclusion/exclusion rules and a piloted extraction template so screening and extraction are consistent across reviewers.
Design a simulation or machine learning experiment for my researchAn experiment plan with research questions, data and simulation setup, baselines, ablations, metrics, and reproducibility checks.
Draft an academic paper from my researchStructures and drafts a paper section by section from your data, notes, and findings.
Explain what changed since the last report, why, and what I should do nextCompares two versions or periods of a report and explains what moved, the likely reasons, and the actions it calls for.
Extract and track the predictions in an article or talkPulls every forecast from content into a table with timeframe, confidence, and how to check later whether it came true.
Fact-check a claim or articleBreaks content into checkable claims, rates each one, and flags spin and missing context.
Find credible statistics and sources for my articleA sourced table of data points for your piece, rated by confidence, plus gaps, caveats, and where to dig further.
Find duplicate, conflicting, and outdated information across documentsAudits a set of documents for contradictions, conflicting versions, duplicated content, and stale facts, with a fix list.
Find story angles and expert sources for a feature articleFresh angles on a topic, the people and data that could support each, and interview questions to get started.
Find the gaps in what we know about a topicIdentifies unanswered questions, weak evidence, and assumptions in a body of research.
Format citations and references correctlyFormats or fixes references in APA, MLA, Chicago, Harvard, IEEE, or BibTeX.
Get up to speed on a new topic with an executive briefingA fast primer on an unfamiliar topic: what it is, why it matters to your business, key players, debates, jargon, and smart questions to ask.
Group documents into themes and build a knowledge mapGroups scattered documents or information into clear themes and maps how topics connect, which document covers what, and where gaps are.
Judge whether a source is credible enough to cite in my paperA quick credibility check of a source with reasons, red flags, and what to verify before citing it.
List every book, paper, and source mentioned in a piece of contentA clean, deduplicated reading list of the books, papers, people, and works referenced in a transcript or article.
Peer-review an academic paper or thesisA rigorous reviewer-style critique of a paper's contribution, methods, and clarity.
Plan how to research a questionA research plan: sub-questions, sources, methods, and how you'll know you've got the answer.
Plan stakeholder interviews for a client diagnosticAn interview list, schedule, and question guide for the discovery phase of a consulting engagement, tailored to each stakeholder group.
Polish academic writing for clarity and toneEdits academic prose to be precise, formal, and well-argued without changing the content.
Pull out only what's relevant to my role from a long documentReads a long policy, plan, or announcement and tells you exactly what changes for you and your team, and what to do about it.
Pull the 5 things I need to know from a long report or updateCuts a long report, thread, or update down to the five points that matter, each with evidence, implication, and action.
Pull the key findings and recommendations out of a reportLists a report's main findings and recommendations with page references, evidence strength, and which ones matter most for you.
Pull the most useful insights out of any contentExtracts the non-obvious, decision-useful ideas from articles, podcasts, books, or transcripts.
Run a deep-research investigation on any questionA rigorous, source-aware investigation with competing views, evidence quality, and confidence levels.
Run an emerging risk scan for my risk committeeIdentifies and assesses emerging risks relevant to my organization, with signals to watch and suggested actions for the committee.
Summarize a long document, article, or video transcriptA fast, faithful summary of anything long — the main points, what matters, and what to do with it.
Summarize anything in 30-second, 2-minute, and 10-minute versionsSummarizes any information at three depths, so you can brief someone in a hallway, a stand-up, or a full meeting.
Summarize public comments on a proposed rule, plan, or projectGroups public comments into themes, counts them honestly, and drafts responses for the record without dropping minority viewpoints.
Synthesize many sources into one clear pictureCombines notes, papers, or articles into themes, insights, and open questions.
Turn a broad research interest into a focused research questionNarrows a fuzzy topic into feasible, specific research questions tested against FINER criteria, with the design each implies.
Turn a busy chat channel or group export into a situation briefA prioritized brief from raw chat logs: what happened, why it matters, what's still unknown, and what to do next.
Turn client stakeholder interview notes into themes and findingsA synthesis of interview notes into evidence-backed themes, points of disagreement, and quotes ready for a client readout.
Turn my research into a one-page fact sheetCondenses research into a clean, sourced one-page fact sheet with key figures, short explanations, and nothing unverified.
Turn what I read into actions I can takeConverts an article or book chapter into specific actions for your situation.
Understand a research paper fastExplains what a paper did, found, and how much to trust it — in plain language.
Write a commodity and market price outlook for stakeholdersA short market brief on the commodities or categories I buy, with drivers, scenarios, and buying actions, based only on sources I provide.
Write a literature reviewOrganizes sources into themes, debates, and gaps, then drafts the review.
Write a reader's report on a manuscript submissionAn acquisitions-style reader's report summarizing the manuscript, its strengths and problems, market fit, and a clear recommendation.
Write a research proposalStructures a proposal with a clear question, rationale, method, and plan.
Write a security news roundup for my teamA skimmable security update that puts items affecting your environment first, matched to your audience's technical level.
Write a semi-structured interview guide for a research studyA research interview protocol with aligned questions, neutral probes, and timing, mapped to my research questions.
Write an executive research briefTurns research into a short, decision-useful brief for business readers.

Research & Summaries AI prompts

61 Research & Summaries prompts

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