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Research & Analysis
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Your prompt library
Research planningResearch question refinement
Purpose
Turn a broad topic into answerable questions with explicit scope and intended decisions.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Turn a broad topic into answerable questions with explicit scope and intended decisions.
Required result: A primary question, subquestions, exclusions, and evidence requirements.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A primary question, subquestions, exclusions, and evidence requirements.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Research planningResearch scope charter
Purpose
Define geography, timeframe, population, terminology, and exclusions before gathering evidence.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Define geography, timeframe, population, terminology, and exclusions before gathering evidence.
Required result: A scope statement with boundaries and unresolved choices.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A scope statement with boundaries and unresolved choices.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Research planningSearch query strategy
Purpose
Create complementary search queries that cover synonyms, counterclaims, and primary-source terminology.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Create complementary search queries that cover synonyms, counterclaims, and primary-source terminology.
Required result: Query groups, search purpose, and likely blind spots.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Query groups, search purpose, and likely blind spots.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Research planningEvidence inclusion criteria
Purpose
Define which sources belong in the review before evaluating their conclusions.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Define which sources belong in the review before evaluating their conclusions.
Required result: Inclusion rules, exclusion rules, and borderline-case handling.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Inclusion rules, exclusion rules, and borderline-case handling.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Research planningResearch stopping rule
Purpose
Set a defensible stopping point based on question coverage and diminishing new information.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Set a defensible stopping point based on question coverage and diminishing new information.
Required result: Coverage checks, unresolved gaps, and conditions for more research.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Coverage checks, unresolved gaps, and conditions for more research.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Research planningHypothesis comparison
Purpose
Develop competing explanations that could account for the same observed outcome.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Develop competing explanations that could account for the same observed outcome.
Required result: Hypotheses, distinguishing predictions, and evidence that would weaken each.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Hypotheses, distinguishing predictions, and evidence that would weaken each.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Research planningResearch risk register
Purpose
Identify ways the investigation could mislead through missing sources, bias, or inappropriate methods.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Identify ways the investigation could mislead through missing sources, bias, or inappropriate methods.
Required result: Risks, likely effects, mitigations, and checks before publication.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Risks, likely effects, mitigations, and checks before publication.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Research planningTerminology alignment
Purpose
Compare competing definitions of key terms in the supplied sources before combining findings.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Compare competing definitions of key terms in the supplied sources before combining findings.
Required result: A glossary showing definitions, sources, and incompatible usages.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A glossary showing definitions, sources, and incompatible usages.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Research planningResearch work breakdown
Purpose
Break the investigation into evidence-gathering, analysis, and review tasks with dependencies.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Break the investigation into evidence-gathering, analysis, and review tasks with dependencies.
Required result: A task sequence, required inputs, checkpoints, and outputs.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A task sequence, required inputs, checkpoints, and outputs.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Research planningEvidence gap prioritization
Purpose
Rank unanswered questions by how much they could change the intended decision.
How to use it
Paste the topic, intended decision, timeframe, geography, and known sources. No upload is required if the context is pasted.
Your ready-to-copy prompt
Rank unanswered questions by how much they could change the intended decision.
Required result: Gap list with decision impact, obtainable evidence, and next steps.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Gap list with decision impact, obtainable evidence, and next steps.
Improve the result
Narrow any question that cannot be answered with identifiable evidence and define exclusions before searching.
Limits & checks
A research plan is not completed research; source access, time, and account tools may limit what can be investigated.
Source evaluationPrimary-source tracing
Purpose
Trace a supplied claim backward to the earliest accessible original evidence.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Trace a supplied claim backward to the earliest accessible original evidence.
Required result: A source chain with original evidence, intermediaries, and missing links.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A source chain with original evidence, intermediaries, and missing links.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Source evaluationSource authority assessment
Purpose
Evaluate a source's relevant expertise, proximity to events, methods, and incentives.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Evaluate a source's relevant expertise, proximity to events, methods, and incentives.
Required result: An assessment separating subject expertise from unsupported authority cues.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: An assessment separating subject expertise from unsupported authority cues.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Source evaluationPublication-date audit
Purpose
Distinguish publication, update, and event dates in the supplied evidence.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Distinguish publication, update, and event dates in the supplied evidence.
Required result: A date table with uncertainty and consequences for currency.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A date table with uncertainty and consequences for currency.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Source evaluationCitation support check
Purpose
Check whether each supplied citation directly supports the claim attached to it.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Check whether each supplied citation directly supports the claim attached to it.
Required result: Claim-to-source matches, unsupported wording, and needed corrections.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Claim-to-source matches, unsupported wording, and needed corrections.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Source evaluationQuotation verification
Purpose
Compare supplied quotations against accessible original passages without reconstructing missing wording.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Compare supplied quotations against accessible original passages without reconstructing missing wording.
Required result: Exact matches, omissions, context changes, and unverifiable quotations.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Exact matches, omissions, context changes, and unverifiable quotations.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Source evaluationSource independence check
Purpose
Identify when apparently separate reports rely on the same underlying source.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Identify when apparently separate reports rely on the same underlying source.
Required result: A dependency map and count of independent evidence streams.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A dependency map and count of independent evidence streams.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Source evaluationConflicting-source reconciliation
Purpose
Compare conflicting claims by scope, date, definitions, methods, and evidence strength.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Compare conflicting claims by scope, date, definitions, methods, and evidence strength.
Required result: Conflict explanations, unresolved contradictions, and cautious synthesis.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Conflict explanations, unresolved contradictions, and cautious synthesis.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Source evaluationCommercial interest disclosure
Purpose
Identify disclosed commercial incentives and examine how they may affect source presentation.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Identify disclosed commercial incentives and examine how they may affect source presentation.
Required result: Disclosed interests, possible effects, and independent verification needs.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Disclosed interests, possible effects, and independent verification needs.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Source evaluationEvidence strength ladder
Purpose
Classify supplied evidence by relevance, directness, methods, and consistency rather than reputation alone.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Classify supplied evidence by relevance, directness, methods, and consistency rather than reputation alone.
Required result: A ranked evidence table with explicit reasons and limitations.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A ranked evidence table with explicit reasons and limitations.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Source evaluationSource access limitations
Purpose
Document inaccessible pages, paywalls, missing attachments, and incomplete excerpts without pretending they were reviewed.
How to use it
Paste the claim and source passages or provide accessible links. Use web search if available; otherwise supply the source text.
Your ready-to-copy prompt
Document inaccessible pages, paywalls, missing attachments, and incomplete excerpts without pretending they were reviewed.
Required result: An access log showing reviewed material and unresolved gaps.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: An access log showing reviewed material and unresolved gaps.
Improve the result
Open the cited source and check the exact supporting passage, publication date, and original methodology.
Limits & checks
Links and citations may be wrong or inaccessible; a source title or search snippet does not prove the full source was reviewed.
Document analysisDocument executive summary
Purpose
Summarize the supplied document's central argument, evidence, implications, and caveats without adding external claims.
How to use it
Upload the document if file uploads are available, or paste the relevant text with section labels. Include all versions needed for comparison.
Your ready-to-copy prompt
Summarize the supplied document's central argument, evidence, implications, and caveats without adding external claims.
Required result: A concise summary with section references and unresolved issues.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A concise summary with section references and unresolved issues.
Improve the result
Spot-check the output against the cited sections and ask for omitted exceptions before relying on the summary.
Limits & checks
Scanned pages, tables, and omitted attachments may be misread. Legal documents require qualified review; the output is not legal advice.
Document analysisDocument claim extraction
Purpose
Extract testable claims from the supplied document and preserve their original qualifications.
How to use it
Upload the document if file uploads are available, or paste the relevant text with section labels. Include all versions needed for comparison.
Your ready-to-copy prompt
Extract testable claims from the supplied document and preserve their original qualifications.
Required result: A claim inventory with source locations and verification needs.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A claim inventory with source locations and verification needs.
Improve the result
Spot-check the output against the cited sections and ask for omitted exceptions before relying on the summary.
Limits & checks
Scanned pages, tables, and omitted attachments may be misread. Legal documents require qualified review; the output is not legal advice.
Document analysisRequirements extraction
Purpose
Extract explicit requirements from the supplied specification without treating suggestions as obligations.
How to use it
Upload the document if file uploads are available, or paste the relevant text with section labels. Include all versions needed for comparison.
Your ready-to-copy prompt
Extract explicit requirements from the supplied specification without treating suggestions as obligations.
Required result: Requirements, conditions, exceptions, and ambiguous passages needing clarification.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Requirements, conditions, exceptions, and ambiguous passages needing clarification.
Improve the result
Spot-check the output against the cited sections and ask for omitted exceptions before relying on the summary.
Limits & checks
Scanned pages, tables, and omitted attachments may be misread. Legal documents require qualified review; the output is not legal advice.
Document analysisPolicy comparison
Purpose
Compare two supplied policy versions for substantive changes, not formatting differences.
How to use it
Upload the document if file uploads are available, or paste the relevant text with section labels. Include all versions needed for comparison.
Your ready-to-copy prompt
Compare two supplied policy versions for substantive changes, not formatting differences.
Required result: Changed duties, permissions, exceptions, and affected procedures.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Changed duties, permissions, exceptions, and affected procedures.
Improve the result
Spot-check the output against the cited sections and ask for omitted exceptions before relying on the summary.
Limits & checks
Scanned pages, tables, and omitted attachments may be misread. Legal documents require qualified review; the output is not legal advice.
Document analysisMeeting evidence extraction
Purpose
Extract decisions, commitments, and unresolved questions from supplied meeting notes without inventing consensus.
How to use it
Upload the document if file uploads are available, or paste the relevant text with section labels. Include all versions needed for comparison.
Your ready-to-copy prompt
Extract decisions, commitments, and unresolved questions from supplied meeting notes without inventing consensus.
Required result: Decision list, confirmed commitments, dissent, and clarification items.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Decision list, confirmed commitments, dissent, and clarification items.
Improve the result
Spot-check the output against the cited sections and ask for omitted exceptions before relying on the summary.
Limits & checks
Scanned pages, tables, and omitted attachments may be misread. Legal documents require qualified review; the output is not legal advice.
Document analysisReport inconsistency audit
Purpose
Find contradictions between a report's text, tables, and conclusions using supplied pages.
How to use it
Upload the document if file uploads are available, or paste the relevant text with section labels. Include all versions needed for comparison.
Your ready-to-copy prompt
Find contradictions between a report's text, tables, and conclusions using supplied pages.
Required result: An inconsistency log with locations and proposed verification questions.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: An inconsistency log with locations and proposed verification questions.
Improve the result
Spot-check the output against the cited sections and ask for omitted exceptions before relying on the summary.
Limits & checks
Scanned pages, tables, and omitted attachments may be misread. Legal documents require qualified review; the output is not legal advice.
Document analysisContract issue spotting
Purpose
Identify clauses in a supplied agreement that merit discussion with qualified counsel without giving a legal conclusion.
How to use it
Upload the document if file uploads are available, or paste the relevant text with section labels. Include all versions needed for comparison.
Your ready-to-copy prompt
Identify clauses in a supplied agreement that merit discussion with qualified counsel without giving a legal conclusion.
Required result: Clause locations, practical questions, obligations, and unclear terms.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Clause locations, practical questions, obligations, and unclear terms.
Improve the result
Spot-check the output against the cited sections and ask for omitted exceptions before relying on the summary.
Limits & checks
Scanned pages, tables, and omitted attachments may be misread. Legal documents require qualified review; the output is not legal advice.
Document analysisTechnical document explanation
Purpose
Explain the supplied technical document for the stated audience while retaining important conditions and limitations.
How to use it
Upload the document if file uploads are available, or paste the relevant text with section labels. Include all versions needed for comparison.
Your ready-to-copy prompt
Explain the supplied technical document for the stated audience while retaining important conditions and limitations.
Required result: A plain-language explanation, glossary, and preserved technical caveats.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A plain-language explanation, glossary, and preserved technical caveats.
Improve the result
Spot-check the output against the cited sections and ask for omitted exceptions before relying on the summary.
Limits & checks
Scanned pages, tables, and omitted attachments may be misread. Legal documents require qualified review; the output is not legal advice.
Document analysisEvidence appendix builder
Purpose
Organize supplied supporting material into an appendix that makes claims easy to verify.
How to use it
Upload the document if file uploads are available, or paste the relevant text with section labels. Include all versions needed for comparison.
Your ready-to-copy prompt
Organize supplied supporting material into an appendix that makes claims easy to verify.
Required result: Claim references, source details, excerpts to inspect, and gaps.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Claim references, source details, excerpts to inspect, and gaps.
Improve the result
Spot-check the output against the cited sections and ask for omitted exceptions before relying on the summary.
Limits & checks
Scanned pages, tables, and omitted attachments may be misread. Legal documents require qualified review; the output is not legal advice.
Data interpretationDataset readiness audit
Purpose
Inspect the supplied dataset for structure, missing values, duplicate records, and unclear units before analysis.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Inspect the supplied dataset for structure, missing values, duplicate records, and unclear units before analysis.
Required result: A readiness report with issues, affected fields, and proposed fixes.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A readiness report with issues, affected fields, and proposed fixes.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Data interpretationData dictionary draft
Purpose
Describe each supplied dataset field using observed values and provided definitions, flagging uncertain meanings.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Describe each supplied dataset field using observed values and provided definitions, flagging uncertain meanings.
Required result: A dictionary with types, units, allowed values, and questions.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A dictionary with types, units, allowed values, and questions.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Data interpretationMissing-data assessment
Purpose
Analyze patterns of missingness without assuming absent values are zero or randomly missing.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Analyze patterns of missingness without assuming absent values are zero or randomly missing.
Required result: Missingness by field and group, possible causes, and analysis implications.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Missingness by field and group, possible causes, and analysis implications.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Data interpretationOutlier investigation
Purpose
Identify unusual observations and distinguish possible errors from legitimate extremes before removal.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Identify unusual observations and distinguish possible errors from legitimate extremes before removal.
Required result: Outlier candidates, context checks, and sensitivity comparisons.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Outlier candidates, context checks, and sensitivity comparisons.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Data interpretationDescriptive statistics brief
Purpose
Summarize distribution, central tendency, and spread using measures appropriate to the supplied variables.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Summarize distribution, central tendency, and spread using measures appropriate to the supplied variables.
Required result: Statistics with units, sample counts, and interpretation limits.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Statistics with units, sample counts, and interpretation limits.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Data interpretationDenominator check
Purpose
Check whether reported percentages use consistent and appropriate denominators.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Check whether reported percentages use consistent and appropriate denominators.
Required result: Numerators, denominators, exclusions, and corrected comparisons where possible.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Numerators, denominators, exclusions, and corrected comparisons where possible.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Data interpretationTime-series comparability
Purpose
Assess whether changes over time reflect consistent measurement, coverage, and seasonal context.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Assess whether changes over time reflect consistent measurement, coverage, and seasonal context.
Required result: Breaks in comparability, adjusted comparisons, and remaining uncertainty.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Breaks in comparability, adjusted comparisons, and remaining uncertainty.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Data interpretationCohort comparison
Purpose
Compare defined cohorts while checking exposure time, selection, and baseline differences.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Compare defined cohorts while checking exposure time, selection, and baseline differences.
Required result: Cohort definitions, normalized measures, differences, and confounding concerns.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Cohort definitions, normalized measures, differences, and confounding concerns.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Data interpretationCorrelation caution review
Purpose
Interpret an observed association and identify alternative explanations before suggesting causation.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Interpret an observed association and identify alternative explanations before suggesting causation.
Required result: Association summary, confounders, reverse-causality possibilities, and next evidence.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Association summary, confounders, reverse-causality possibilities, and next evidence.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Data interpretationChart interpretation audit
Purpose
Assess whether a supplied chart's scales, labels, aggregation, and visual choices support its message.
How to use it
Upload a supported spreadsheet or paste a small table with headers, units, and definitions. Exact calculations need accessible data and calculation tools.
Your ready-to-copy prompt
Assess whether a supplied chart's scales, labels, aggregation, and visual choices support its message.
Required result: Potential distortions, missing context, and a clearer chart specification.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Potential distortions, missing context, and a clearer chart specification.
Improve the result
Recalculate a small sample independently and inspect excluded records before accepting aggregate results.
Limits & checks
AI may choose an unsuitable method or misread values. Correlation does not establish causation, and incomplete data can distort results.
Surveys & qualitative evidenceSurvey question review
Purpose
Check survey questions for leading wording, double questions, and unclear response options.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Check survey questions for leading wording, double questions, and unclear response options.
Required result: Rewritten questions with reasons and remaining measurement concerns.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Rewritten questions with reasons and remaining measurement concerns.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Surveys & qualitative evidenceInterview guide design
Purpose
Create a neutral interview guide aligned to the research question without presuming answers.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Create a neutral interview guide aligned to the research question without presuming answers.
Required result: Opening, core questions, probes, and closing clarification.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Opening, core questions, probes, and closing clarification.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Surveys & qualitative evidenceQualitative coding framework
Purpose
Develop provisional codes from supplied excerpts and distinguish description from interpretation.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Develop provisional codes from supplied excerpts and distinguish description from interpretation.
Required result: Codes, definitions, inclusion rules, and illustrative source references.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Codes, definitions, inclusion rules, and illustrative source references.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Surveys & qualitative evidenceInterview theme synthesis
Purpose
Synthesize recurring themes while preserving minority views and contradictory experiences.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Synthesize recurring themes while preserving minority views and contradictory experiences.
Required result: Themes, supporting excerpts, counterexamples, and sample limitations.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Themes, supporting excerpts, counterexamples, and sample limitations.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Surveys & qualitative evidenceOpen-response categorization
Purpose
Group supplied open responses into transparent categories without inferring personal traits.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Group supplied open responses into transparent categories without inferring personal traits.
Required result: Category definitions, counts, ambiguous cases, and representative excerpts.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Category definitions, counts, ambiguous cases, and representative excerpts.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Surveys & qualitative evidenceSurvey nonresponse caveat
Purpose
Assess how recruitment and nonresponse may limit conclusions from a survey.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Assess how recruitment and nonresponse may limit conclusions from a survey.
Required result: Coverage concerns, unknown differences, and cautious reporting language.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Coverage concerns, unknown differences, and cautious reporting language.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Surveys & qualitative evidenceFocus-group disagreement analysis
Purpose
Identify where focus-group participants diverge instead of forcing a single consensus.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Identify where focus-group participants diverge instead of forcing a single consensus.
Required result: Points of agreement, disagreements, context, and unresolved questions.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Points of agreement, disagreements, context, and unresolved questions.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Surveys & qualitative evidenceObservation field-note structure
Purpose
Create a field-note template separating direct observation, interpretation, and follow-up questions.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Create a field-note template separating direct observation, interpretation, and follow-up questions.
Required result: A structured template with time, context, evidence, and reflection fields.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A structured template with time, context, evidence, and reflection fields.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Surveys & qualitative evidenceQualitative saturation assessment
Purpose
Assess whether new interviews add materially new themes without claiming saturation from sample size alone.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Assess whether new interviews add materially new themes without claiming saturation from sample size alone.
Required result: Theme emergence table, gaps, and reasons to continue or stop.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Theme emergence table, gaps, and reasons to continue or stop.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Surveys & qualitative evidenceParticipant quotation selection
Purpose
Choose short supplied quotations that represent themes without exaggerating frequency or exposing unnecessary identifiers.
How to use it
Paste anonymized responses, transcripts, or draft questions and describe how participants were recruited. Do not include unnecessary identifiers.
Your ready-to-copy prompt
Choose short supplied quotations that represent themes without exaggerating frequency or exposing unnecessary identifiers.
Required result: Quoted excerpts, theme links, context, and anonymization checks.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Quoted excerpts, theme links, context, and anonymization checks.
Improve the result
Inspect negative cases and ask whether the categories fit the original wording rather than the analyst’s expectations.
Limits & checks
Themes and counts describe the supplied sample, not necessarily the wider population; interpretation and recruitment can introduce bias.
Market & product researchCompetitor feature comparison
Purpose
Compare competitors using current documented features and distinguish advertised claims from tested behavior.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Compare competitors using current documented features and distinguish advertised claims from tested behavior.
Required result: A dated feature matrix with sources, exclusions, and unknowns.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A dated feature matrix with sources, exclusions, and unknowns.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Market & product researchPricing comparability review
Purpose
Normalize supplied prices for billing period, included usage, taxes, and mandatory extras.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Normalize supplied prices for billing period, included usage, taxes, and mandatory extras.
Required result: Comparable cost scenarios with assumptions and excluded charges.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Comparable cost scenarios with assumptions and excluded charges.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Market & product researchCustomer review pattern analysis
Purpose
Analyze supplied customer reviews for recurring experiences while accounting for selection and authenticity uncertainty.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Analyze supplied customer reviews for recurring experiences while accounting for selection and authenticity uncertainty.
Required result: Themes, counts within the sample, counterexamples, and limits.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Themes, counts within the sample, counterexamples, and limits.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Market & product researchMarket-size assumption audit
Purpose
Break a market-size estimate into explicit population, adoption, and spending assumptions.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Break a market-size estimate into explicit population, adoption, and spending assumptions.
Required result: Calculation structure, source gaps, sensitivity ranges, and double-count risks.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Calculation structure, source gaps, sensitivity ranges, and double-count risks.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Market & product researchIndustry trend evidence
Purpose
Evaluate whether a claimed industry trend has sustained evidence beyond isolated announcements.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Evaluate whether a claimed industry trend has sustained evidence beyond isolated announcements.
Required result: Time-based evidence, counterevidence, definitions, and confidence limits.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Time-based evidence, counterevidence, definitions, and confidence limits.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Market & product researchVendor claim verification
Purpose
Test specific vendor claims against documentation, demonstrations, and independent evidence that is actually accessible.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Test specific vendor claims against documentation, demonstrations, and independent evidence that is actually accessible.
Required result: Claim status, supporting sources, contradictions, and questions for the vendor.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Claim status, supporting sources, contradictions, and questions for the vendor.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Market & product researchProduct specification comparison
Purpose
Compare exact models against hard technical requirements without substituting similar variants.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Compare exact models against hard technical requirements without substituting similar variants.
Required result: Pass-or-fail matrix with model identifiers and unverified specifications.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Pass-or-fail matrix with model identifiers and unverified specifications.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Market & product researchPublic company background brief
Purpose
Summarize publicly verifiable company history, ownership, offerings, and unresolved identity ambiguities.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Summarize publicly verifiable company history, ownership, offerings, and unresolved identity ambiguities.
Required result: A sourced profile distinguishing company facts from promotional claims.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A sourced profile distinguishing company facts from promotional claims.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Market & product researchDemand signal assessment
Purpose
Compare observed customer behavior with stated interest before inferring demand.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Compare observed customer behavior with stated interest before inferring demand.
Required result: Signals ranked by commitment, alternative explanations, and validation tests.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Signals ranked by commitment, alternative explanations, and validation tests.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Market & product researchCompetitive positioning evidence
Purpose
Identify defensible differences supported by supplied evidence instead of inventing superiority.
How to use it
Provide exact company or product names, requirements, region, and dated sources. Current comparisons require web access or current supplied documents.
Your ready-to-copy prompt
Identify defensible differences supported by supplied evidence instead of inventing superiority.
Required result: Supported distinctions, parity areas, unsupported claims, and messaging boundaries.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Supported distinctions, parity areas, unsupported claims, and messaging boundaries.
Improve the result
Recheck the weakest evidence and verify exact model, price basis, and availability before a purchase or business decision.
Limits & checks
Advertised features and reviews are not independent tests. Prices, availability, ownership, and product specifications can change.
Studies & scientific evidenceLiterature review map
Purpose
Organize supplied studies by research question, design, population, and conclusion.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Organize supplied studies by research question, design, population, and conclusion.
Required result: A study matrix with agreements, disagreements, and coverage gaps.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A study matrix with agreements, disagreements, and coverage gaps.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Studies & scientific evidenceStudy design appraisal
Purpose
Explain how the supplied study design supports or limits the conclusions it draws.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Explain how the supplied study design supports or limits the conclusions it draws.
Required result: Design summary, strengths, threats to validity, and warranted conclusions.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Design summary, strengths, threats to validity, and warranted conclusions.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Studies & scientific evidenceAbstract versus full-text check
Purpose
Compare a study abstract with the supplied full text for omitted caveats or overstated conclusions.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Compare a study abstract with the supplied full text for omitted caveats or overstated conclusions.
Required result: Differences in methods, results, limitations, and interpretation.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Differences in methods, results, limitations, and interpretation.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Studies & scientific evidenceEffect-size explanation
Purpose
Explain a reported effect size in practical terms using the study's units and baseline.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Explain a reported effect size in practical terms using the study's units and baseline.
Required result: Absolute and relative interpretation, uncertainty, and applicability caveats.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Absolute and relative interpretation, uncertainty, and applicability caveats.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Studies & scientific evidenceStatistical significance clarification
Purpose
Distinguish statistical significance from practical importance using the reported results.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Distinguish statistical significance from practical importance using the reported results.
Required result: A plain explanation of estimate, uncertainty, sample size, and relevance.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A plain explanation of estimate, uncertainty, sample size, and relevance.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Studies & scientific evidenceGeneralizability assessment
Purpose
Assess whether the study population and setting resemble the intended application.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Assess whether the study population and setting resemble the intended application.
Required result: Similarity table, transfer assumptions, and evidence needed before applying.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Similarity table, transfer assumptions, and evidence needed before applying.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Studies & scientific evidenceReplication evidence review
Purpose
Compare an original study with supplied replications while checking methodological differences.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Compare an original study with supplied replications while checking methodological differences.
Required result: Results comparison, design differences, and bounded conclusions about consistency.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Results comparison, design differences, and bounded conclusions about consistency.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Studies & scientific evidencePublication bias discussion
Purpose
Identify reasons the available literature may overrepresent positive or publishable findings.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Identify reasons the available literature may overrepresent positive or publishable findings.
Required result: Bias mechanisms, observable clues, and cautious synthesis language.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Bias mechanisms, observable clues, and cautious synthesis language.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Studies & scientific evidenceMethod reproducibility checklist
Purpose
Extract the details needed to reproduce the supplied analysis and identify missing information.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Extract the details needed to reproduce the supplied analysis and identify missing information.
Required result: Data, code, parameters, preprocessing, and missing-method questions.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Data, code, parameters, preprocessing, and missing-method questions.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Studies & scientific evidenceResearch paper discussion guide
Purpose
Prepare a balanced discussion of a paper's contribution, evidence, and weaknesses.
How to use it
Provide the full studies or accessible text, including methods, results, and limitations. An abstract alone supports only an abstract-level review.
Your ready-to-copy prompt
Prepare a balanced discussion of a paper's contribution, evidence, and weaknesses.
Required result: Discussion questions grounded in specific methods and findings.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Discussion questions grounded in specific methods and findings.
Improve the result
Compare the conclusion to the actual design, sample, effect size, and uncertainty; ask what the study cannot establish.
Limits & checks
This is research interpretation, not medical or other professional advice. A single study may not represent the full evidence base.
Scenarios & uncertaintyScenario driver selection
Purpose
Identify uncertain drivers that could materially change the outcome under study.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Identify uncertain drivers that could materially change the outcome under study.
Required result: Drivers ranked by impact and uncertainty with evidence notes.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Drivers ranked by impact and uncertainty with evidence notes.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Scenarios & uncertaintyScenario construction
Purpose
Build distinct plausible scenarios from the stated drivers without presenting them as forecasts.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Build distinct plausible scenarios from the stated drivers without presenting them as forecasts.
Required result: Scenario narratives, assumptions, indicators, and implications.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Scenario narratives, assumptions, indicators, and implications.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Scenarios & uncertaintySensitivity analysis plan
Purpose
Identify which assumptions most affect the calculation and propose ranges to test.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Identify which assumptions most affect the calculation and propose ranges to test.
Required result: Variables, justified ranges, test combinations, and interpretation guidance.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Variables, justified ranges, test combinations, and interpretation guidance.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Scenarios & uncertaintyForecast assumption audit
Purpose
Review a supplied forecast for unsupported growth, stable conditions, or omitted constraints.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Review a supplied forecast for unsupported growth, stable conditions, or omitted constraints.
Required result: Assumption inventory, historical checks, and uncertainty ranges to revisit.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Assumption inventory, historical checks, and uncertainty ranges to revisit.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Scenarios & uncertaintyBase-rate comparison
Purpose
Identify relevant historical comparison groups before accepting a striking prediction.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Identify relevant historical comparison groups before accepting a striking prediction.
Required result: Candidate base rates, comparability limits, and missing evidence.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Candidate base rates, comparability limits, and missing evidence.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Scenarios & uncertaintyRisk probability language
Purpose
Translate vague likelihood words into explicitly defined ranges without inventing numerical precision.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Translate vague likelihood words into explicitly defined ranges without inventing numerical precision.
Required result: A proposed probability vocabulary with uncertainty and usage rules.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A proposed probability vocabulary with uncertainty and usage rules.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Scenarios & uncertaintyEarly-warning indicators
Purpose
Choose observable indicators that could distinguish emerging scenarios before outcomes are obvious.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Choose observable indicators that could distinguish emerging scenarios before outcomes are obvious.
Required result: Indicators, data sources, review frequency, and false-alarm concerns.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Indicators, data sources, review frequency, and false-alarm concerns.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Scenarios & uncertaintyCounterfactual reasoning check
Purpose
Examine a claim about what would have happened otherwise and identify unsupported assumptions.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Examine a claim about what would have happened otherwise and identify unsupported assumptions.
Required result: Counterfactual assumptions, alternative pathways, and evidence limitations.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Counterfactual assumptions, alternative pathways, and evidence limitations.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Scenarios & uncertaintyDecision sensitivity brief
Purpose
Show which changes in evidence or assumptions would alter the preferred option.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Show which changes in evidence or assumptions would alter the preferred option.
Required result: Switching conditions, robust conclusions, and high-value information needs.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Switching conditions, robust conclusions, and high-value information needs.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Scenarios & uncertaintyForecast scorecard design
Purpose
Define how to evaluate forecasts later using clear outcomes, deadlines, and scoring rules.
How to use it
Paste the baseline, assumptions, time horizon, and available historical evidence. Label estimates and hypothetical inputs.
Your ready-to-copy prompt
Define how to evaluate forecasts later using clear outcomes, deadlines, and scoring rules.
Required result: Prediction records, resolution criteria, scoring method, and ambiguity handling.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Prediction records, resolution criteria, scoring method, and ambiguity handling.
Improve the result
Change one important assumption and check whether the result is robust or depends on a narrow range.
Limits & checks
Scenarios are possibilities, not predictions. Numerical probabilities require a defensible basis and do not remove uncertainty.
Fact checking & current eventsFact-checking brief
Purpose
Evaluate a specific factual claim with current primary evidence and a carefully bounded verdict.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Evaluate a specific factual claim with current primary evidence and a carefully bounded verdict.
Required result: Claim scope, evidence for and against, verdict, and unresolved points.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Claim scope, evidence for and against, verdict, and unresolved points.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Fact checking & current eventsNews event timeline
Purpose
Build a sourced chronology distinguishing when events happened from when they were reported.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Build a sourced chronology distinguishing when events happened from when they were reported.
Required result: Dated events, source dates, disputed sequences, and gaps.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Dated events, source dates, disputed sequences, and gaps.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Fact checking & current eventsHeadline-versus-evidence review
Purpose
Compare a headline's implication with the article and its underlying sources.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Compare a headline's implication with the article and its underlying sources.
Required result: Supported wording, exaggerations, missing context, and a restrained rewrite.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Supported wording, exaggerations, missing context, and a restrained rewrite.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Fact checking & current eventsViral statistic verification
Purpose
Trace a widely repeated statistic to its methodology, population, date, and original denominator.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Trace a widely repeated statistic to its methodology, population, date, and original denominator.
Required result: Original figure, calculation context, later distortions, and verification status.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Original figure, calculation context, later distortions, and verification status.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Fact checking & current eventsImage context research
Purpose
Research the provenance and claimed context of a supplied image without identifying private people.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Research the provenance and claimed context of a supplied image without identifying private people.
Required result: Accessible provenance evidence, date and location limits, and unresolved claims.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Accessible provenance evidence, date and location limits, and unresolved claims.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Fact checking & current eventsPublic announcement impact
Purpose
Separate confirmed changes in an official announcement from speculation about future effects.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Separate confirmed changes in an official announcement from speculation about future effects.
Required result: Confirmed changes, affected groups, dates, and uncertain implications.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Confirmed changes, affected groups, dates, and uncertain implications.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Fact checking & current eventsPolicy-status research
Purpose
Determine whether a cited policy is proposed, adopted, effective, amended, or withdrawn using official sources.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Determine whether a cited policy is proposed, adopted, effective, amended, or withdrawn using official sources.
Required result: Status, jurisdiction, dates, source links, and interpretation limits.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Status, jurisdiction, dates, source links, and interpretation limits.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Fact checking & current eventsClaim wording calibration
Purpose
Rewrite a statement so its certainty matches the strength and scope of supplied evidence.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Rewrite a statement so its certainty matches the strength and scope of supplied evidence.
Required result: A calibrated statement with explicit qualifications and source support.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A calibrated statement with explicit qualifications and source support.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Fact checking & current eventsMisinformation correction draft
Purpose
Correct a demonstrably false claim using clear evidence without unnecessarily amplifying inflammatory wording.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Correct a demonstrably false claim using clear evidence without unnecessarily amplifying inflammatory wording.
Required result: Accurate statement, brief correction, source links, and remaining uncertainty.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Accurate statement, brief correction, source links, and remaining uncertainty.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Fact checking & current eventsBreaking-news uncertainty ledger
Purpose
Track evolving claims in supplied reports without turning early reports into confirmed facts.
How to use it
Provide the exact claim, where it appeared, relevant dates, and original material. Use current web search if available or supply dated official sources.
Your ready-to-copy prompt
Track evolving claims in supplied reports without turning early reports into confirmed facts.
Required result: Claim status, source, timestamp, corroboration, and next verification step.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Claim status, source, timestamp, corroboration, and next verification step.
Improve the result
Verify the decisive evidence directly and distinguish absence of evidence from evidence that a claim is false.
Limits & checks
Breaking information can change. AI cannot authenticate an image solely by appearance or prove a claim using an inaccessible source.
Synthesis & reportingResearch synthesis memo
Purpose
Integrate findings around the research question rather than summarizing sources one by one.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Integrate findings around the research question rather than summarizing sources one by one.
Required result: Answer, supporting evidence, contradictions, implications, and limits.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Answer, supporting evidence, contradictions, implications, and limits.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
Synthesis & reportingEvidence-to-recommendation chain
Purpose
Connect each recommendation to evidence and explain where judgment enters.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Connect each recommendation to evidence and explain where judgment enters.
Required result: Recommendations, evidence links, assumptions, tradeoffs, and uncertainty.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Recommendations, evidence links, assumptions, tradeoffs, and uncertainty.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
Synthesis & reportingResearch limitations section
Purpose
Write limitations that explain how evidence gaps affect conclusions rather than listing generic caveats.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Write limitations that explain how evidence gaps affect conclusions rather than listing generic caveats.
Required result: Specific limitations, direction of possible bias, and affected conclusions.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Specific limitations, direction of possible bias, and affected conclusions.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
Synthesis & reportingExecutive evidence dashboard
Purpose
Choose a small set of findings leaders need, with traceable evidence and explicit uncertainty.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Choose a small set of findings leaders need, with traceable evidence and explicit uncertainty.
Required result: Findings, source dates, confidence rationale, and decisions informed.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Findings, source dates, confidence rationale, and decisions informed.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
Synthesis & reportingAudience-specific research explanation
Purpose
Explain the same findings for the specified audience without changing their certainty or meaning.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Explain the same findings for the specified audience without changing their certainty or meaning.
Required result: An accessible explanation with essential caveats and source references.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: An accessible explanation with essential caveats and source references.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
Synthesis & reportingResearch presentation outline
Purpose
Build a presentation around the question, evidence, implications, and unresolved decisions.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Build a presentation around the question, evidence, implications, and unresolved decisions.
Required result: Slide purposes, evidence needed, speaker cautions, and source notes.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Slide purposes, evidence needed, speaker cautions, and source notes.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
Synthesis & reportingAdversarial review questions
Purpose
Challenge the draft's strongest conclusions with plausible counterarguments and disconfirming evidence needs.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Challenge the draft's strongest conclusions with plausible counterarguments and disconfirming evidence needs.
Required result: Critical questions, vulnerable assumptions, and tests that could change conclusions.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Critical questions, vulnerable assumptions, and tests that could change conclusions.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
Synthesis & reportingResearch reproducibility package
Purpose
Specify what another analyst needs to repeat the investigation without accessing private credentials.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Specify what another analyst needs to repeat the investigation without accessing private credentials.
Required result: Source inventory, methods, versions, calculations, and access limitations.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Source inventory, methods, versions, calculations, and access limitations.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
Synthesis & reportingResearch update checklist
Purpose
Identify which claims may become stale and define manual verification steps before reuse.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Identify which claims may become stale and define manual verification steps before reuse.
Required result: Time-sensitive claims, authoritative sources, review triggers, and update fields.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: Time-sensitive claims, authoritative sources, review triggers, and update fields.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
Synthesis & reportingFinal evidence audit
Purpose
Review the completed report for unsupported claims, broken reasoning, missing caveats, and unverified citations.
How to use it
Paste the findings, source references, research question, and intended audience. Include unresolved contradictions rather than omitting them.
Your ready-to-copy prompt
Review the completed report for unsupported claims, broken reasoning, missing caveats, and unverified citations.
Required result: A prioritized correction list and explicit publication-readiness limitations.
Context and sources: {{context}}
Audience and scope: {{audience}}
Separate evidence, inference, and unknowns. Cite source locations or accessible links for factual claims; never invent citations or pretend to access unavailable material. If current information is needed but web tools are unavailable, request dated sources.Make it your own
- Context and source material: Paste relevant notes, facts, or source references here.
- Audience and scope: An informed reader; concise, practical detail.
What a successful result should contain
A successful result contains: A prioritized correction list and explicit publication-readiness limitations.
Improve the result
Trace each major conclusion back to evidence and ask a critical reviewer to identify the weakest inference.
Limits & checks
A polished synthesis may hide weak evidence; verify citations and calculations before publication or consequential decisions.
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