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Detects drift between the approved research plan and the actual analysis implementation
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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 | Methodology Drift Detector |
| description | Detects drift between the approved research plan and the actual analysis implementation |
Detects drift between the approved research plan (specification, ADRs, methodology decisions) and the actual analysis implementation. Ensures the code faithfully implements what was designed.
architecture-reviewer -> Methodology Drift Detector -> runtime-verifier
docs/decisions/ and verify each is reflected in the implementationdrl search for past methodology decisions that may applySubagent in the TDD pipeline. Return findings directly to the caller.