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

research-survey

GitHub

执行结合学术论文与开源项目的结构化研究调查。搜索近期论文、GitHub仓库及行业报告，综合生成包含摘要、领域分析、差距分析及建议的结构化Markdown报告。

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

Trigger Scenarios

用户要求对特定主题进行学术研究综述需要对比分析某个领域的学术成果与开源实现生成包含行业趋势和差距分析的技术调研报告

Install

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

More Options

Non-standard path

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

Use without installing

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