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Reviews research methodology and code for unnecessary complexity, over-engineered analysis, and needless abstraction
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
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 Simplicity Reviewer |
| description | Reviews research methodology and code for unnecessary complexity, over-engineered analysis, and needless abstraction |
Reviews research methodology and analysis code for unnecessary complexity: over-engineered statistical approaches, excessive control variables, premature abstraction in data pipelines, and YAGNI violations.
Share cross-cutting findings via SendMessage: over-engineering obscuring methodology issues goes to architecture-reviewer; unnecessary complexity in tests goes to reproducibility-coverage-reviewer.
AgentTeam member in the review phase. Spawned via TeamCreate. Communicate with teammates via SendMessage.
