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Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
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Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-reviewer to go from a broad research direction to validated, pilot-tested ideas. Use when user says "idea discovery pipeline" or wants the complete idea exploration workflow.
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Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → paper-improver to go from a narrative report to a polished, submission-ready PDF. Use when user says "write paper pipeline", "paper writing", or wants the complete paper generation workflow.
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Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction to validated, reviewed research. Use when user says "full pipeline", "end-to-end research", or wants the complete autonomous research lifecycle. Does NOT include paper writing…
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Download and set up venue-specific LaTeX templates. Supports iclr2026, neurips2026, icml2026, emnlp2026, or a custom venue. Use when user says "download template", "setup venue", or wants to configure a new conference template.