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

research-survey

GitHub

执行结构化研究调查，综合学术论文、开源项目及行业报告。通过搜索相关领域最新论文和热门GitHub仓库，分析技术趋势与差距，最终生成包含摘要、现状分析及建议的结构化Markdown研究报告。

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

Trigger Scenarios

需要全面了解某个技术领域的学术进展和开源生态撰写特定主题的技术调研报告或竞品分析

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/.claude/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