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Reviews contribution specificity, gap statement support, evidence-claim alignment, and practical implications
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Reference for configuring, launching, and monitoring research iteration loops and analysis polish loops
Verifies the analysis pipeline runs end-to-end, outputs match expectations, and LaTeX compiles
Hands-on QA of the research analysis pipeline. Use whenever the user asks to verify the pipeline end-to-end, check output file integrity, validate table and figure generation, test data processing, or verify LaTeX compilation. Triggers on phrases like "test the pipeline", "QA the analysis", "check the outputs", "verify the tables", "run end-to-end", "does the paper compile", or any request to validate a research pipeline.
Define research question, hypotheses, methodology outline, and literature gap
Decompose a research question into cook-it-ready epic beads with methodology specifications
Comprehensive playbook for building rigorous, publication-quality research papers. Covers the full research output sequence from paper structure and statistical reporting through table formatting, figure design, LaTeX conventions, academic writing quality, and pre-submission review.
Based on SOC occupation classification
| name | Contribution Clarity Review Role |
| description | Reviews contribution specificity, gap statement support, evidence-claim alignment, and practical implications |
Review-phase role assessing whether the paper's contribution is explicitly stated, the gap statement is supported by the literature, claims do not exceed the evidence, and practical implications are realistic.
Share findings via SendMessage: overclaiming issues tied to statistics go to statistical-methods-reviewer; framing issues go to theoretical-framing-reviewer.
AgentTeam member in the review phase. Spawned via TeamCreate. Communicate with teammates via SendMessage.
