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Verifies the analysis pipeline runs end-to-end, outputs match expectations, and LaTeX compiles
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
Reference for configuring, launching, and monitoring research iteration loops and analysis polish loops
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.
Multi-agent review with dual-mode detection for code and paper changes
SOC 직업 분류 기준
| name | Pipeline Runtime Verifier |
| description | Verifies the analysis pipeline runs end-to-end, outputs match expectations, and LaTeX compiles |
Verifies that the research analysis pipeline runs end-to-end: data loading through statistical analysis to LaTeX paper compilation. Ensures outputs match expectations and the paper compiles without errors.
paper/outputs/tables/ with expected contentpaper/outputs/figures/ in correct formatpaper/main.tex and check for LaTeX errors, missing references, undefined citationspaper/main.tex compile without errors using the project's LaTeX toolchain?\ref{} and \cite{} commands resolved (no "??" in compiled PDF)?paper/outputs/tables/ contain data (not empty or placeholder)?uv environment?| Scenario | Behavior | Severity |
|---|---|---|
| Pipeline fails to start | Report with diagnostics | P1/INFRA |
| Analysis completes but LaTeX fails | Report LaTeX errors | P1 |
| Outputs exist but differ from expected | Report differences | P2 |
| All checks pass | Report summary | (none) |
| Timeout exceeded | Kill and report partial results | P2 |
AgentTeam member in the review phase. Spawned via TeamCreate. Communicate with teammates via SendMessage.