Agent Skills
› aiming-lab/MetaClaw
› structured-research-workflow
structured-research-workflow
GitHub提供从零开始进行结构化研究的标准化流程，涵盖范围定义、广泛搜索、严格筛选、深度阅读、主题综合及引用记录。旨在避免仅报告首个搜索结果等反模式，确保研究结果的全面性、准确性和可靠性，适用于文献综述、竞品分析等技术尽职调查场景。
Trigger Scenarios
需要进行从零开始的开放式课题研究
执行文献综述或技术尽职调查
开展竞品分析或事实核查
Install
npx skills add aiming-lab/MetaClaw --skill structured-research-workflow -g -y
SKILL.md
Frontmatter
{
"name": "structured-research-workflow",
"category": "research",
"description": "Use this skill when conducting research on a topic from scratch — literature review, competitive analysis, technical due diligence, or fact-finding. Apply before starting any open-ended research task."
}
Structured Research Workflow
- Define scope — Write the specific question you are trying to answer. Avoid scope creep.
- Search broadly first — Use multiple search strategies and keywords.
- Filter ruthlessly — Keep only sources that directly address the question.
- Read deeply — Skim abstracts/intros; read in full only when clearly relevant.
- Synthesize, don't transcribe — Group findings by theme; note agreements and conflicts.
- Cite — Record source URL/DOI at time of reading; don't reconstruct later.
- Flag uncertainty — Clearly separate what is established vs. contested vs. unknown.
Anti-pattern: Reporting the first search result without checking alternatives.
Version History
- 922caf3 Current 2026-07-25 11:08
