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。
触发场景
安装
npx skills add jackwener/llm-wiki --skill research -g -y
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
-
Read
wiki-purpose.mdandwiki-schema.md; decline or narrow requests outside the vault's scope. -
Run the
queryworkflow first to determine what is known and define a precise research question. -
Gather 5–10 high-quality sources. Prefer primary materials, official documentation, papers, and authoritative recent analysis. Seek independent confirmation for important claims.
-
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. -
Apply the
ingestworkflow to each source: update focused, attributable wiki pages and add wikilinks rather than compiling a detached report only. -
Present a final report with this structure:
## Research Report: Topic ### Question ### Findings ### Sources Added ### Wiki Pages Created/Updated ### Remaining Gaps -
Create a query-synthesis page only when the cross-source conclusion is genuinely new and well supported. Then append a
researchentry towiki-log.mdand runllm-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- Flag outdated evidence for fast-moving topics.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


