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工作流，涵盖定义范围、广泛搜索、严格筛选、深度阅读、主题综合、引用记录及不确定性标记，旨在提升文献综述、竞品分析等开放性研究任务的质量与效率。
Trigger Scenarios
开展从零开始的专题研究
进行文献综述或技术尽职调查
执行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
