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Skill: Academic Literature Review Assistant Owner: yeon-dyjs Summary: Analyzes academic papers to extract key findings, methods, limitations, and comparisons, producing structured, objective summaries with APA citations for lit... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-06-03T07:09:05.154Z | auto Academic Literature Review Assistant 1.0.0 — initial release - Introduces structured guidelines for analyzing ac","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. 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yeon-dyjs\n\nSummary: Analyzes academic papers to extract key findings, methods, limitations, and comparisons, producing structured, objective summaries with APA citations for lit...\n\nTags: latest:1.0.0\n\nVersion history:\n\nv1.0.0 | 2026-06-03T07:09:05.154Z | auto\n\nAcademic Literature Review Assistant 1.0.0 — initial release\n\n- Introduces structured guidelines for analyzing academic papers into literature review-ready summaries.\n- Defines step-by-step extraction of key findings, methods, limitations, and citation details.\n- Provides instructions for comparative analysis across studies, highlighting similarities, differences, and research gaps.\n- Outlines required input information and example user prompts for effective use.\n- Sets principles to ensure objectivity, clear citation, and avoidance of plagiarism.\n- Specifies APA-format reference inclusion and concise, paraphrased summaries suitable for academic writing.\n\nArchive index:\n\nArchive v1.0.0: 3 files, 3619 bytes\n\nFiles: skill-card.md (2143b), SKILL.md (5522b), _meta.json (155b)\n\nFile v1.0.0:SKILL.md\n\n# Academic Literature Review Assistant\r\n\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Purpose\r\n\r\n\r\n\r\nThis skill helps users analyze academic papers and convert them into structured literature review materials.\r\n\r\n\r\n\r\nIt guides the agent to extract key findings, research methods, comparison points, theoretical context, and citation logic, and to summarize these in a format suitable for writing a literature review.\r\n\r\n\r\n\r\nThe skill is designed to assist students, researchers, and professionals who need to synthesize multiple academic sources into coherent review sections, while keeping the analysis objective and evidence-based.\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## When to use\r\n\r\n\r\n\r\nUse this skill when the user provides:\r\n\r\n\r\n\r\n- One or multiple academic papers or research articles  \r\n\r\n- A request to generate a structured literature review summary  \r\n\r\n- A focus on comparing research results, identifying gaps, or extracting methods  \r\n\r\n\r\n\r\nThis skill is suitable for:\r\n\r\n\r\n\r\n- Writing academic literature review sections  \r\n\r\n- Preparing research summaries  \r\n\r\n- Summarizing methodological approaches  \r\n\r\n- Synthesizing findings for research proposals, theses, or review articles\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Core principles\r\n\r\n\r\n\r\nThe agent should:\r\n\r\n\r\n\r\n1. Extract only information supported by the source material.  \r\n\r\n2. Maintain an objective, neutral tone.  \r\n\r\n3. Avoid overgeneralizing or assuming results beyond the study's claims.  \r\n\r\n4. Highlight comparisons, similarities, and differences across studies.  \r\n\r\n5. Identify limitations, gaps, or methodological constraints reported in the papers.  \r\n\r\n6. Preserve key citation details for APA-style referencing.  \r\n\r\n7. Structure the output to be suitable for direct inclusion in a literature review.  \r\n\r\n8. Avoid plagiarizing sentences; paraphrase and summarize appropriately.  \r\n\r\n9. Be concise and focused; do not include irrelevant content.\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Required input\r\n\r\n\r\n\r\nThe user should provide:\r\n\r\n\r\n\r\n1. The academic paper(s) in text, PDF, or copyable content form  \r\n\r\n2. The target scope of the literature review (topic or research question)  \r\n\r\n3. Any specific comparison criteria (methods, outcomes, theoretical frameworks)  \r\n\r\n4. Desired citation style (e.g., APA)  \r\n\r\n\r\n\r\nIf the input papers are incomplete or missing, the agent should indicate that a full review cannot be produced and request the missing information.\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Extraction and analysis instructions\r\n\r\n\r\n\r\nWhen processing a paper, the agent should:\r\n\r\n\r\n\r\n1. Identify the main research question or hypothesis.  \r\n\r\n2. Extract the key findings and results.  \r\n\r\n3. Summarize the methodology (design, participants, measures, analysis).  \r\n\r\n4. Note any limitations or potential biases mentioned by the authors.  \r\n\r\n5. Compare with other provided papers, highlighting agreements, contradictions, or gaps.  \r\n\r\n6. Generate a concise summary paragraph for each paper or group of papers.  \r\n\r\n7. Suggest how the paper can fit into the user's literature review structure.  \r\n\r\n8. Include full reference information for APA-style citation.\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Output format\r\n\r\n\r\n\r\nThe agent should organize the output as follows:\r\n\r\n\r\n\r\n### 1. Paper summary\r\n\r\n\r\n\r\n- Title, authors, year, journal  \r\n\r\n- Research question / hypothesis  \r\n\r\n- Key findings  \r\n\r\n- Methods overview  \r\n\r\n- Limitations\r\n\r\n\r\n\r\n### 2. Comparative analysis\r\n\r\n\r\n\r\n- Comparison with other studies  \r\n\r\n- Similarities and differences in findings, methods, or theoretical context  \r\n\r\n- Notable gaps or areas for further research\r\n\r\n\r\n\r\n### 3. Literature review notes\r\n\r\n\r\n\r\n- Suggested paragraph(s) summarizing the study for literature review use  \r\n\r\n- Key points, citation logic, and contextual placement\r\n\r\n\r\n\r\n### 4. References\r\n\r\n\r\n\r\n- Full references in APA format  \r\n\r\n- Include DOI or URL if available\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Special instructions\r\n\r\n\r\n\r\n- Focus on **objective comparison**; do not add personal opinions.  \r\n\r\n- When summarizing, paraphrase; do not copy full sentences verbatim from papers.  \r\n\r\n- Highlight conflicts or gaps explicitly; these are often important for review discussions.  \r\n\r\n- If a paper is unclear or incomplete, indicate missing information rather than guessing.  \r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Avoid\r\n\r\n\r\n\r\nThe agent should avoid:\r\n\r\n\r\n\r\n- Adding unsupported claims  \r\n\r\n- Overinterpreting results  \r\n\r\n- Mixing personal opinions with extracted content  \r\n\r\n- Ignoring methodological limitations  \r\n\r\n- Plagiarizing sentences from the source papers  \r\n\r\n- Producing generic summaries unrelated to the user's research focus\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Example\r\n\r\n\r\n\r\n**User input:**\r\n\r\n\r\n\r\n\"Please summarize the following two papers related to cognitive control in sleep-deprived individuals and highlight methodological differences for a literature review.\"\r\n\r\n\r\n\r\n**Expected behavior:**\r\n\r\n\r\n\r\n- Extract research questions, methods, key findings, limitations from both papers.  \r\n\r\n- Compare methods and results, noting similarities and contradictions.  \r\n\r\n- Provide concise paragraph summaries suitable for a literature review section.  \r\n\r\n- Include full APA-style references.\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Quality standard\r\n\r\n\r\n\r\nA good response should enable the user to:\r\n\r\n\r\n\r\n1. Understand the main points of each study.  \r\n\r\n2. See methodological differences and similarities clearly.  \r\n\r\n3. Identify gaps or limitations.  \r\n\r\n4. Integrate summaries into a coherent literature review.  \r\n\r\n5. Include accurate APA references.  \r\n\r\n6. Maintain objective and evidence-based reporting.\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn731q3r2ynjzc1kkdjht5p7zs87m1bj\",\n  \"slug\": \"academic-literature-review-assistant\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1780470545154\n}\n\nFile v1.0.0:skill-card.md\n\n## Description:\n\nAnalyzes academic papers into structured literature review materials by extracting findings, methods, limitations, comparisons, research gaps, and APA-style citation details.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[yeon-dyjs](https://clawhub.ai/user/yeon-dyjs)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nStudents, researchers, and professionals use this skill to synthesize one or more academic papers into literature review-ready summaries, comparative analysis, gap notes, and APA-style references.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Generated summaries or APA references may contain citation errors or unsupported interpretations.\n\nMitigation: Verify citation details, methods, findings, and limitations against the source papers before using the output in academic writing.\n\nRisk: Confidential, unpublished, or sensitive papers could be exposed to the agent environment.\n\nMitigation: Use only documents the user is permitted to share in the active environment, or redact sensitive content before analysis.\n\nRisk: Literature review notes could inadvertently copy source wording too closely.\n\nMitigation: Paraphrase source material, keep direct quotations limited and attributed, and review final text for plagiarism risk.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/yeon-dyjs/skills/academic-literature-review-assistant)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, guidance]\n\n**Output Format:** [Structured Markdown summaries, comparative analysis, literature review notes, and APA-style references]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires user-provided paper content, literature review scope, comparison criteria, and citation style.]\n\n## Skill Version(s):\n\n1.0.0 (source: evidence.release.version)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.","readmeExcerpt":"Skill: Academic Literature Review Assistant Owner: yeon-dyjs Summary: Analyzes academic papers to extract key findings, methods, limitations, and comparisons, producing structured, objective summaries with APA citations for lit... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-06-03T07:09:05.154Z | auto Academic Literature Review Assistant 1.0.0 — initial release - Introduces structured guidelines for analyzing ac","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"# Academic Literature Review Assistant\r\n\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Purpose\r\n\r\n\r\n\r\nThis skill helps users analyze academic papers and convert them into structured literature review materials.\r\n\r\n\r\n\r\nIt guides the agent to extract key findings, research methods, comparison points, theoretical context, and citation logic, and to summarize these in a format suitable for writing a literature review.\r\n\r\n\r\n\r\nThe skill is designed to assist students, researchers, and professionals who need to synthesize multiple academic sources into coherent review sections, while keeping the analysis objective and evidence-based.\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## When to use\r\n\r\n\r\n\r\nUse this skill when the user provides:\r\n\r\n\r\n\r\n- One or multiple academic papers or research articles  \r\n\r\n- A request to generate a structured literature review summary  \r\n\r\n- A focus on comparing research results, identifying gaps, or extracting methods  \r\n\r\n\r\n\r\nThis skill is suitable for:\r\n\r\n\r\n\r\n- Writing academic literature review sections  \r\n\r\n- Preparing research summaries  \r\n\r\n- Summarizing methodological approaches  \r\n\r\n- Synthesizing findings for research proposals, theses, or review articles\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Core principles\r\n\r\n\r\n\r\nThe agent should:\r\n\r\n\r\n\r\n1. Extract only information supported by the source material.  \r\n\r\n2. Maintain an objective, neutral tone.  \r\n\r\n3. Avoid overgeneralizing or assuming results beyond the study's claims.  \r\n\r\n4. Highlight comparisons, similarities, and differences across studies.  \r\n\r\n5. Identify limitations, gaps, or methodological constraints reported in the papers.  \r\n\r\n6. Preserve key citation details for APA-style referencing.  \r\n\r\n7. Structure the output to be suitable for direct inclusion in a literature review.  \r\n\r\n8. Avoid plagiarizing sentences; paraphrase and summarize appropriately.  \r\n\r\n9. Be concise and focused; do not include irrelevant content.\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Required input\r\n\r\n\r\n\r\nThe user should provide:\r\n\r\n\r\n\r\n1. The academic paper(s) in text, PDF, or copyable content form  \r\n\r\n2. The target scope of the literature review (topic or research question)  \r\n\r\n3. Any specific comparison criteria (methods, outcomes, theoretical frameworks)  \r\n\r\n4. Desired citation style (e.g., APA)  \r\n\r\n\r\n\r\nIf the input papers are incomplete or missing, the agent should indicate that a full review cannot be produced and request the missing information.\r\n\r\n\r\n\r\n---\r\n\r\n\r\n\r\n## Extraction and analysis instructions\r\n\r\n\r\n\r\nWhen processing a paper, the agent should:\r\n\r\n\r\n\r\n1. Identify the main research question or hypothesis.  \r\n\r\n2. Extract the key findings and results.  \r\n\r\n3. Summarize the methodology (design, participants, measures, analysis).  \r\n\r\n4. Note any limitations or potential biases mentioned by the authors.  \r\n\r\n5. Compare with other provided papers, highlighting agreements, contradictions, or gaps.  \r\n\r\n6. Generate a concise summary paragraph for each paper or group of papers.  \r\n\r\n7. Suggest how the paper can fit into the user's literature review structu"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn731q3r2ynjzc1kkdjht5p7zs87m1bj\",\n  \"slug\": \"academic-literature-review-assistant\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1780470545154\n}"},{"path":"skill-card.md","content":"## Description:\n\nAnalyzes academic papers into structured literature review materials by extracting findings, methods, limitations, comparisons, research gaps, and APA-style citation details.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[yeon-dyjs](https://clawhub.ai/user/yeon-dyjs)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nStudents, researchers, and professionals use this skill to synthesize one or more academic papers into literature review-ready summaries, comparative analysis, gap notes, and APA-style references.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Generated summaries or APA references may contain citation errors or unsupported interpretations.\n\nMitigation: Verify citation details, methods, findings, and limitations against the source papers before using the output in academic writing.\n\nRisk: Confidential, unpublished, or sensitive papers could be exposed to the agent environment.\n\nMitigation: Use only documents the user is permitted to share in the active environment, or redact sensitive content before analysis.\n\nRisk: Literature review notes could inadvertently copy source wording too closely.\n\nMitigation: Paraphrase source material, keep direct quotations limited and attributed, and review final text for plagiarism risk.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/yeon-dyjs/skills/academic-literature-review-assistant)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, guidance]\n\n**Output Format:** [Structured Markdown summaries, comparative analysis, literature review notes, and APA-style references]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires user-provided paper content, literature review scope, comparison criteria, and citation style.]\n\n## Skill Version(s):\n\n1.0.0 (source: evidence.release.version)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Analyzes academic papers to extract key findings, methods, limitations, and comparisons, producing structured, objective summaries with APA citations for lit... Skill: Academic Literature Review Assistant Owner: yeon-dyjs Summary: Analyzes academic papers to extract key findings, methods, limitations, and comparisons, producing structured, objective summaries with APA citations for lit... 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