Agent Skills › afx-team/hebb-mind › research-survey

research-survey

GitHub

针对指定主题执行结构化研究调查，结合学术论文、开源项目及行业报告进行综合检索与对比分析。最终生成包含摘要、学术/开源/行业趋势、差距分析及建议的Markdown格式研究报告。

.agents/skills/research-survey/SKILL.md afx-team/hebb-mind

触发场景

用户请求对某个技术主题进行学术研究综述用户需要对比某领域的顶级论文与GitHub开源项目用户希望获取包含行业洞察和差距分析的综合调研报告

安装

npx skills add afx-team/hebb-mind --skill research-survey -g -y

更多选项

非标准路径

npx skills add https://github.com/afx-team/hebb-mind/tree/main/.agents/skills/research-survey -g -y

不安装直接使用

npx skills use afx-team/hebb-mind@research-survey

指定 Agent (Claude Code)

npx skills add afx-team/hebb-mind --skill research-survey -a claude-code -g -y

安装 repo 全部 skill

npx skills add afx-team/hebb-mind --all -g -y

预览 repo 内 skill

npx skills add afx-team/hebb-mind --list

SKILL.md

Frontmatter

{
    "name": "research-survey",
    "arguments": [
        {
            "name": "topic",
            "required": true,
            "description": "The research topic to survey"
        },
        {
            "name": "output",
            "required": false,
            "description": "Output file path for the survey report (default writes to repo_pages\/surveys\/)"
        }
    ],
    "description": "Conduct a structured research survey on a topic, combining academic papers and open-source projects",
    "user_invocable": true
}

Research Survey

Conduct a comprehensive research survey combining academic and open-source sources.

Instructions

Academic Search: Use WebSearch to find 5-10 recent papers on ${topic} from arxiv, ACL, NeurIPS, ICML, etc.
Open Source Search: Use WebSearch to find top GitHub repos related to ${topic} (sort by stars, recency)
Industry Search: Look for blog posts, technical reports from major AI labs (OpenAI, Anthropic, Google, Meta)
Synthesize findings into a structured report:
- Executive Summary
- Academic Landscape (key papers, trends)
- Open Source Landscape (key projects, comparisons)
- Industry Trends
- Gap Analysis
- Recommendations
Write the report to ${output} or repo_pages/surveys/${topic}-survey.md if no output specified
Use markdown tables for comparisons, include all source links