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Use when generating research hypotheses, designing experiments, or evaluating hypothesis feasibility
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | paper-hypothesis |
| description | Use when generating research hypotheses, designing experiments, or evaluating hypothesis feasibility |
Generate and validate research hypotheses based on identified research gaps.
Based on literature review output, identify:
H1: [Independent variable] affects [dependent variable] because [mechanism]
Example:
H1: Using larger context windows improves reasoning performance
in LLM benchmarks because longer contexts provide more
contextual information for inference.
| Component | Description |
|---|---|
| Control | Baseline method to compare against |
| Treatment | Your proposed approach |
| Metrics | How to measure success |
| Statistics | Test selection, significance level |
{
"hypotheses": [
{
"id": "H1",
"statement": "...",
"variables": {"independent": "...", "dependent": "..."},
"feasibility": {"data": "available", "method": "feasible"},
"experiment_design": {...}
}
],
"recommended_experiments": ["exp1", "exp2"],
"potential_challenges": ["challenge1", "challenge2"]
}
scripts/hypothesis-generator.py: Generate hypotheses, assess feasibility, design experiments
Use when downloading academic papers from arXiv, searching for papers, or managing paper downloads
Use when coordinating the complete academic paper writing workflow, managing stage transitions, or initializing a new paper project
Use when implementing experimental code, scaffolding research projects, or following coding best practices for academic work
Use when running experiments, analyzing results, designing comparative experiments, or validating findings
Use when conducting literature review, searching for academic papers, identifying research gaps, or analyzing existing work
Use when drafting manuscript sections, formatting citations, polishing writing style, or preparing paper for submission