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Reviews statistical assumption testing, significance reporting, robustness checks, and variable operationalization
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Based on SOC occupation classification
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.
| name | Statistical Methods Review Role |
| description | Reviews statistical assumption testing, significance reporting, robustness checks, and variable operationalization |
Review-phase role auditing statistical methods for assumption compliance, proper significance reporting, correctly specified robustness checks, and faithful variable operationalization.
src/analysis/ match the equations in the research plan?Share findings via SendMessage: data issues go to data-quality-reviewer; methodology-architecture misalignment goes to architecture-reviewer.
AgentTeam member in the review phase. Spawned via TeamCreate. Communicate with teammates via SendMessage.