Agent Skillsjackwener/llm-wiki › research

research

GitHub

用于LLM Wiki的知识研究技能。通过查询现有知识、收集5-10个高质量外部来源,并将结论整合入Wiki页面。包含严格的工作流、源文件管理及防幻觉护栏,确保内容准确可溯源。

skills/research/SKILL.md jackwener/llm-wiki

触发场景

用户调用/research命令 请求超出当前Wiki范围的深度调研 要求发现并整合外部来源知识

安装

npx skills add jackwener/llm-wiki --skill research -g -y
更多选项

不安装直接使用

npx skills use jackwener/llm-wiki@research

指定 Agent (Claude Code)

npx skills add jackwener/llm-wiki --skill research -a claude-code -g -y

安装 repo 全部 skill

npx skills add jackwener/llm-wiki --all -g -y

预览 repo 内 skill

npx skills add jackwener/llm-wiki --list

SKILL.md

Frontmatter
{
    "name": "research",
    "description": "Research a topic for an LLM Wiki vault. Use whenever the user invokes `\/research`, asks for a sourced deep dive beyond the current wiki, or asks to discover external sources and integrate the resulting knowledge into the wiki."
}

Research for an LLM Wiki

Research fills a scoped gap in the wiki, then preserves the evidence and its useful conclusions. It combines query, source collection, and ingestion.

Workflow

  1. Read wiki-purpose.md and wiki-schema.md; decline or narrow requests outside the vault's scope.

  2. Run the query workflow first to determine what is known and define a precise research question.

  3. Gather 5–10 high-quality sources. Prefer primary materials, official documentation, papers, and authoritative recent analysis. Seek independent confirmation for important claims.

  4. Save each collected source under sources/YYYY-MM-DD/ before analysis. Include provenance when creating a research note:

    ---
    title: Source Title
    url: https://original-url
    author: Author Name
    date: YYYY-MM-DD
    retrieved: YYYY-MM-DD
    type: article | paper | documentation | blog | video-transcript
    ---
    

    Treat files in sources/ as immutable after saving.

  5. Apply the ingest workflow to each source: update focused, attributable wiki pages and add wikilinks rather than compiling a detached report only.

  6. Present a final report with this structure:

    ## Research Report: Topic
    ### Question
    ### Findings
    ### Sources Added
    ### Wiki Pages Created/Updated
    ### Remaining Gaps
    
  7. Create a query-synthesis page only when the cross-source conclusion is genuinely new and well supported. Then append a research entry to wiki-log.md and run llm-wiki sync.

Guardrails

  • Keep the research question bounded; list tangents as follow-ups.
  • Attribute every material claim to saved sources or cited wiki pages.
  • Flag outdated evidence for fast-moving topics.
  • Never invent a source, citation, or conclusion.

版本历史

  • cd54666 当前 2026-07-11 18:46

同 Skill 集合

skills/ingest/SKILL.md
skills/lint/SKILL.md
skills/llm-wiki/SKILL.md
skills/query/SKILL.md

元信息

文件数
0
版本
cd54666
Hash
e5e32376
收录时间
2026-07-11 18:46

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