Literature Review Synthesis Prompt

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Literature Review Synthesis Prompt

Literature Review Synthesis Prompt

Synthesize research sources into themes, agreements, disagreements, evidence strength, and open questions.

Use Claude to produce an evidence-traceable literature review that maps themes, study quality, agreements, contradictions, uncertainty, and unresolved questions across a supplied source corpus.

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Turn a defined collection of research sources into a structured, citation-grounded synthesis with an evidence matrix, quality appraisal, conflict analysis, and verification record.

Source Credibility Review
Evidence Synthesis
Bias Checking
Research Matrix Building
Literature Review Support
Critical Thinking

Evidence-traceable literature review synthesis
Study-level evidence matrix construction
Conflicting findings and heterogeneity analysis
Source credibility and risk-of-bias appraisal
Research gap and open-question identification

Goal or task
Current context
Constraints
Files, data, or examples
Definition of done

Review question
Source corpus
Scope and eligibility criteria
Research context and constraints
Appraisal framework
Citation and output requirements

Replace every bracketed placeholder before running. Give the model enough context to inspect assumptions, ask only blocking questions, and produce a concrete deliverable. For code prompts, include relevant files, errors, logs, and test commands.

In Claude, replace every bracketed variable with the review question, source corpus, eligibility rules, research context, appraisal framework, and citation requirements. Attach or paste the actual articles, reports, bibliographic records, extraction sheets, and any known corrections or retraction evidence. Confirm that Claude can inspect the files, then run the prompt; provide clarification or divide the corpus into batches if Claude identifies a blocking access, scope, or context gap.

Use this when you need a production-ready research synthesis result in Research, not a generic brainstorm. The expected output should include findings, implementation steps, risks, and verification checks.

A public-health research team supplies Claude with 42 journal articles and reports about remote blood-pressure monitoring, defines eligible adult populations and outcomes, and requests a ROBINS-I or RoB 2-informed narrative synthesis. Claude inventories the corpus, prevents companion reports from being double-counted, extracts outcome-level evidence, explains conflicting findings, rates confidence, identifies applicability limits, and returns a claim-to-source verification record for expert review.

Expert

Expert

Claude

Claude

research synthesis

research synthesis

claude
literature-review
synthesis
research

claude
literature-review
evidence-synthesis
research-appraisal
thematic-synthesis

Literature Review Synthesis Prompt | AMO.ng

Literature Review Synthesis Prompt | AMO.ng

Synthesize research sources into themes, agreements, disagreements, evidence strength, and open questions.

Use Claude to synthesize literature into traceable themes, evidence quality, contradictions, uncertainty, research gaps, and verification checks.

Prompt-body line comparison

Removed Added Unchanged context

−Act as a senior Research specialist using Claude. Your task is: [Goal or task].
+Synthesize the supplied literature into a traceable review that answers the stated question without inventing evidence, citations, source access, or certainty.
 
−Context:
−- Current situation: [Current context]
−- Constraints: [Constraints]
−- Available materials: [Files, data, examples, URLs, logs, notes]
−- Success criteria: [Definition of done]
+Review specification
+- Review question: [Review question]
+- Source corpus: [Source corpus]
+- Scope and eligibility criteria: [Scope and eligibility criteria]
+- Research context and constraints: [Research context and constraints]
+- Appraisal framework: [Appraisal framework]
+- Citation and output requirements: [Citation and output requirements]
 
−Workflow:
−1. Restate the objective in operational terms and identify any missing information that would block a reliable answer.
−2. Make reasonable assumptions only when they are low risk, and label them clearly.
−3. Produce the main deliverable for "Literature Review Synthesis Prompt" with enough detail that a skilled operator can execute it immediately.
−4. Include edge cases, failure modes, dependencies, and tradeoffs that a junior prompt would usually miss.
−5. Add a verification checklist with concrete tests, review questions, metrics, or acceptance criteria.
−6. End with the smallest safe next action.
+Input requirements and blocking conditions
+The minimum inputs are a defined review question, an inspectable source corpus, and criteria establishing what belongs in scope. Useful additional context includes the intended audience, date range, disciplines, jurisdictions, study designs, required appraisal method, and citation style.
 
−Output format:
−- Executive summary
−- Detailed plan or implementation
−- Risks and mitigations
−- Verification checklist
−- Next action
+Ask concise clarification questions before synthesis if the review question is materially ambiguous, the source corpus is unavailable, eligibility rules would change which evidence is included, or conflicting instructions cannot be reconciled. If clarification is unavailable but bounded work remains safe, proceed only with an explicitly labeled provisional scope and preserve unresolved matters as unknowns. If full text is missing, distinguish abstract-only assessment from full-text assessment. If the corpus is too large for reliable analysis in one pass, propose batches, define a stable extraction schema, and do not imply that unread sources were reviewed.
 
−Do not give generic advice. Optimize for a production-quality research synthesis outcome.
+Claude access and action boundaries
+Analyze only content actually supplied in the conversation, attached files Claude can inspect, and any external material accessed through tools that are explicitly available and authorized. Do not claim to have opened a file, followed a citation, searched a database, checked a retraction, or verified a current status unless that action occurred and evidence is available. If authorized browsing is used, record the query or URL, access date, and result. Otherwise, mark external verification as not performed.
+
+Do not purchase content, bypass access controls, contact authors, alter source files, submit registrations, publish the review, or make approval decisions. Treat publication, policy adoption, clinical application, legal reliance, and other consequential uses as requiring qualified human review. Minimize reproduction of copyrighted text, quote only when necessary and exact, and redact unnecessary personal, confidential, or sensitive information. Stop and request guidance if the materials appear unlawfully obtained, expose sensitive participant data, or require unsafe disclosure.
+
+Evidence rules
+1. Keep supplied facts, direct source findings, reviewer interpretations, assumptions, hypotheses, conflicts, and unknowns distinct.
+2. Give every material factual statement a traceable source identifier and, when available, a page, section, table, figure, or paragraph locator. Never invent bibliographic fields or locators.
+3. Preserve the difference between primary studies, reviews, protocols, commentaries, preprints, and other source types. Identify when multiple publications appear to report the same underlying study so they are not double-counted.
+4. Extract the population or corpus, setting, design, sample, intervention or exposure, comparator, outcomes, measures, follow-up, and relevant numerical results when applicable. Preserve effect direction, effect size, uncertainty interval, denominator, and adjustment status rather than reporting significance alone.
+5. Separate statistical significance, practical significance, methodological quality, and confidence in a conclusion. Do not infer causation from observational association or treat an absence of evidence as evidence of no effect.
+6. Apply the specified appraisal framework consistently. If none is specified, recommend a framework suited to the included study designs and obtain confirmation when framework choice could materially affect conclusions. Do not fabricate scores for unreported information.
+7. Explain heterogeneity before combining findings. Do not pool estimates or perform a meta-analysis unless compatible data and an authorized, defensible method are available. Label any informal comparison as narrative synthesis.
+8. Present credible disagreements rather than forcing consensus. Examine design, population, setting, measurement, comparator, timing, analytic choices, funding, conflicts of interest, publication status, and risk of bias as possible explanations.
+9. Flag inaccessible full text, missing data, suspected duplicates, corrections, retractions, inconsistent citations, selective reporting, and sources whose status could not be checked.
+
+Synthesis workflow
+1. Translate the review question into operational concepts, boundaries, and decision-relevant subquestions. Record any provisional interpretation.
+2. Build a source inventory with a stable source ID for every supplied item. Capture source type, year, access level, eligibility decision, exclusion reason, duplicate or companion-report relationship, and verification status.
+3. Apply the eligibility criteria consistently. Do not silently discard unfavorable, null, contradictory, low-quality, or inconvenient findings.
+4. Extract evidence at the study-and-outcome level into a structured matrix. Use “not reported” or “not assessed” rather than guessing.
+5. Appraise each included source using the chosen framework or a clearly described domain-based assessment. Show the evidence supporting each judgment and distinguish study limitations from reporting omissions.
+6. Group findings into themes derived from the review question and corpus. For each theme, state the claim, supporting and opposing evidence, relevant populations and settings, consistency, methodological limitations, and confidence.
+7. Analyze agreements and disagreements. Determine whether apparent conflict may reflect genuinely opposing results, different constructs, incomparable outcomes, subgroup effects, time periods, settings, methods, or precision.
+8. Assess transferability and evidence gaps. Identify populations, outcomes, time horizons, geographies, study designs, and mechanisms that are missing or underrepresented.
+9. Test the synthesis against plausible alternative interpretations and influential sources. Explain whether excluding high-risk, abstract-only, preprint, duplicate, or outlier evidence would materially change a conclusion; if this cannot be assessed, say so.
+10. Reconcile the final narrative against the source inventory and evidence matrix before presenting conclusions.
+
+Required deliverable
+
+A. Review scope and status
+- Operational review question and subquestions
+- Scope, eligibility rules, assumptions, deviations, and unresolved ambiguities
+- Corpus coverage: supplied, inspected, included, excluded, duplicate or companion records, and unreadable or incomplete records
+- Synthesis status: complete for the supplied corpus, provisional, partially blocked, or blocked, with reasons
+
+B. Source disposition table
+Include source ID, short citation, source type, full-text or abstract-only status, eligibility decision, exclusion reason, duplicate or companion relationship, correction or retraction status if actually checked, and access or verification notes.
+
+C. Evidence matrix
+For each included source, include source ID; research aim; design; population or material; setting; sample size; intervention or exposure; comparator; outcomes and measures; key qualitative or quantitative results; uncertainty information; limitations; funding or conflicts when reported; appraisal judgments; and exact evidence locators. Mark non-applicable and unreported fields explicitly.
+
+D. Thematic synthesis
+For each theme, provide:
+- A precise synthesis claim
+- Supporting, null, and opposing evidence with source IDs
+- The populations, settings, outcomes, and time horizons to which the claim applies
+- Consistency and heterogeneity analysis
+- Methodological and reporting limitations
+- Confidence rating using the specified framework, or a transparent descriptive rating if authorized
+- A calibrated conclusion that does not exceed the evidence
+
+E. Agreement and contradiction register
+List each material agreement or conflict, the sources involved, whether comparison is valid, plausible explanations, evidence that favors an explanation, unresolved uncertainty, and what additional evidence would discriminate between interpretations.
+
+F. Bias, credibility, and applicability assessment
+Address selection and publication bias where assessable; study-level risk of bias; selective reporting; measurement validity; confounding; funding and declared conflicts; publication status; corpus limitations; and transferability to the intended context. Do not claim that bias is absent merely because it was not reported.
+
+G. Evidence gaps and open questions
+Rank unanswered questions by decision relevance and evidentiary importance. For each, identify the missing evidence, why existing sources cannot answer it, and an appropriate study type or data source that could reduce uncertainty.
+
+H. Verification and acceptance record
+Report each check as passed, failed, blocked, or not applicable, with the actual observation and supporting evidence:
+- Inventory reconciliation: every supplied record has one documented disposition, and record totals reconcile
+- Coverage: every included source appears in the evidence matrix and every excluded source has a reason
+- Traceability: every material synthesis claim maps to one or more source IDs and available locators
+- Fidelity: quoted text and numerical values match the inspected source, including units, denominators, direction, and uncertainty
+- Duplicate control: companion reports are linked and underlying studies are not counted repeatedly as independent evidence
+- Appraisal consistency: equivalent evidence receives equivalent judgments, with departures explained
+- Contradiction preservation: material null and opposing findings remain visible
+- Scope control: conclusions do not extend beyond studied populations, settings, outcomes, or designs without an explicit transferability caveat
+- Status integrity: unread, inaccessible, or externally unverified material is not described as reviewed or verified
+- Requirement compliance: citation style, appraisal method, length, and audience requirements are satisfied or listed as unresolved
+
+I. Human-review handoff
+List the conclusions requiring subject-matter review, unresolved citation or source-status checks, sensitive-data concerns, decisions needing approval, and the smallest safe next step. Describe the work as completed or verified only to the extent demonstrated by the acceptance record.