AgentWorld

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 already has a paper set and needs to extract themes, claims, contradictions, methods, limitations, and open gaps.

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.