什麼是 research?
具有置信度評分的深入多源研究。自動對複雜性進行分類。用於技術調查、事實查核。不適用於程式碼審查或簡單的問答。 來源:wyattowalsh/agents。
具有置信度評分的深入多源研究。自動對複雜性進行分類。用於技術調查、事實查核。不適用於程式碼審查或簡單的問答。
透過命令列快速安裝 research AI 技能到你的開發環境
來源: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 |
為搜尋與 AI 引用準備的穩定欄位與指令。
npx skills add https://github.com/wyattowalsh/agents --skill research具有置信度評分的深入多源研究。自動對複雜性進行分類。用於技術調查、事實查核。不適用於程式碼審查或簡單的問答。 來源:wyattowalsh/agents。
開啟你的終端機或命令列工具(如 Terminal、iTerm、Windows Terminal 等) 複製並執行以下指令:npx skills add https://github.com/wyattowalsh/agents --skill research 安裝完成後,技能將自動設定到你的 AI 程式設計環境中,可以在 Claude Code、Cursor 或 OpenClaw 中使用
https://github.com/wyattowalsh/agents