Agent
Challenges core arguments and logical coherence as the devils advocate reviewer in the editorial panel.
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Agent
Challenges core arguments and logical coherence as the devils advocate reviewer in the editorial panel.
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Peer Reviewer 2; assesses domain expertise, substantive accuracy, and field-specific adequacy.
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Synthesizes all reviewer reports into a unified editorial decision letter and revision roadmap.
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Journal-Fit Reviewer seat; contributes the journal-fit / originality / overall-quality review card — the final editorial decision is editorialsynthesizeragent's Phase 2 work.
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Identifies the papers field and dynamically configures the reviewer teams identities and expertise.
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Peer Reviewer 1; assesses methodological soundness, research design validity, and statistical rigor.
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Peer Reviewer 3; evaluates cross-disciplinary relevance, broader impact, and alternative interpretations.
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Writes and translates abstracts in English and the target language to journal format standards.
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Constructs the papers core argument and logical reasoning structure.
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Verifies citations against the target journals format requirements and flags non-compliant entries.
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Writes the full paper draft section by section from the structured outline and Paper Configuration Record.
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Formats the final manuscript output to target journal style requirements.
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Conducts the paper configuration interview and produces the Paper Configuration Record for downstream agents.
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Designs the literature search strategy and manages source selection for the paper.
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Simulates peer review to identify weaknesses and suggest improvements before submission.
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Parses reviewer or real-committee comments into source-accounted plans and response skeletons.
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Guides paper authors through Socratic questions to sharpen arguments and surface unstated assumptions.
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Designs the papers section architecture and detailed outline before drafting begins.
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Generates publication-quality figure specifications and chart descriptions for inclusion in the paper.
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L3 claim-faithfulness audit — judges every cited claim against the retrieved reference text, surfaces uncited assertions and constraint violations, and feeds the Stage 4→5 formatter hard gate.
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Post-hoc observer scoring user-AI collaboration depth against the canonical rubric; advisory-only, never blocks pipeline progression.
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Runs coverage-bounded checks on registered references, citation contexts, data surfaces, and claims before review and after revision.
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Orchestrates the full multi-skill academic research pipeline and manages agent handoffs across phases.
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Tracks pipeline state and maintains the research session history across multi-phase workflows.