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Use when turning literature synthesis into testable hypotheses, research questions, contribution framing, or pivot decisions for a paper.
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Based on SOC occupation classification
Use when running an end-to-end academic paper project or upgrading a research idea into a submission-grade workflow with literature review, experiments, writing, review, and export.
Use when starting a paper project and needing to inventory local code, docs, datasets, constraints, and source materials before literature review or experiment planning.
Use when interpreting experiment outputs, checking whether data supports the claims, and deciding whether to proceed, refine, or pivot.
Use when outlining, drafting, or revising a conference paper with explicit evidence links, section word budgets, and figure planning.
Use when preparing the final paper package, checking citations and archives, and exporting a submission-ready LaTeX or markdown deliverable.
Use when designing experiment plans, baselines, ablations, compute budgets, and project structure for a research-paper project.
| name | autoacad-ideate |
| description | Use when turning literature synthesis into testable hypotheses, research questions, contribution framing, or pivot decisions for a paper. |
Use this stage after literature synthesis and before committing to implementation. The goal is to produce falsifiable claims, not vague novelty language.
PROGRESS.md.Every proposed contribution must map to at least one planned experiment and one section of the paper.