什么是 research?
具有置信度评分的深入多源研究。自动对复杂性进行分类。用于技术调查、事实核查。不适用于代码审查或简单的问答。 来源:wyattowalsh/agents。
具有置信度评分的深入多源研究。自动对复杂性进行分类。用于技术调查、事实核查。不适用于代码审查或简单的问答。
通过命令行快速安装 research AI 技能到你的开发环境
来源:wyattowalsh/agents。
General-purpose deep research with multi-source synthesis, confidence scoring, and anti-hallucination verification. Adopts SOTA patterns from OpenAI Deep Research (multi-agent triage pipeline), Google Gemini Deep Research (user-reviewable plans), STORM (perspective-guided conversations), Perplexity (source confidence ratings), and LangChain ODR (supervisor-researcher with reflection).
| query | The user's research question or topic; the unit of investigation | | claim | A discrete assertion to be verified; extracted from sources or user input | | source | A specific origin of information: URL, document, database record, or API response | | evidence | A source-backed datum supporting or contradicting a claim; always has provenance |
| provenance | The chain from evidence to source: tool used, URL, access timestamp, excerpt | | confidence | Score 0.0-1.0 per claim; based on evidence strength and cross-validation | | cross-validation | Verifying a claim across 2+ independent sources; the core anti-hallucination mechanism |
为搜索与 AI 引用准备的稳定字段与命令。
npx skills add https://github.com/wyattowalsh/agents --skill research具有置信度评分的深入多源研究。自动对复杂性进行分类。用于技术调查、事实核查。不适用于代码审查或简单的问答。 来源:wyattowalsh/agents。
打开你的终端或命令行工具(如 Terminal、iTerm、Windows Terminal 等) 复制并运行以下命令:npx skills add https://github.com/wyattowalsh/agents --skill research 安装完成后,技能将自动配置到你的 AI 编程环境中,可以在 Claude Code、Cursor 或 OpenClaw 中使用
https://github.com/wyattowalsh/agents