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Use when an operator already has a paper set and needs to extract themes, claims, contradictions, methods, limitations, and open gaps.
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Based on SOC occupation classification
Use when an operator must verify citation accuracy, bibliography consistency, metadata quality, and whether claims are actually supported by the cited sources.
Use when an operator needs to convert a research objective into an executable plan with deliverables, checkpoints, dependencies, and validation criteria.
Use when an operator needs to find relevant papers, databases, identifiers, benchmark references, or primary-source evidence before planning or implementation.
Use when an operator must review outputs for unsupported conclusions, weak evidence, missing ablations, broken assumptions, or incomplete reporting.
| name | literature-synthesis |
| description | Use when an operator already has a paper set and needs to extract themes, claims, contradictions, methods, limitations, and open gaps. |
Use this skill when the node needs to:
