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Deep semantic analysis of research outputs against methodology decisions and statistical standards
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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 | Research Audit |
| description | Deep semantic analysis of research outputs against methodology decisions and statistical standards |
Performs deep semantic analysis of research outputs against methodology decisions logged in docs/decisions/, statistical standards, and the approved research specification. Identifies violations, inconsistencies, and improvement opportunities across the entire research pipeline.
docs/decisions/ for methodology compliancepaper/outputs/tables/ match the code that generated them?docs/decisions/ complete for all non-trivial choices?Subagent spawned via the Task tool. Return findings directly to the caller.