agent-recorder 是做什麼的?
📊 將代理框架日誌轉換為標準軌跡格式,方便在資料管線中進行分析和整合。
📊 將代理框架日誌轉換為標準軌跡格式,方便在資料管線中進行分析和整合。
kezama/agent-recorder 是一個專為 AI 代理開發者設計的工具,能將來自不同代理框架(如 LangChain、AutoGen 等)的執行日誌,標準化為一致的「軌跡」格式。這讓開發者可以輕鬆地將代理的行為記錄匯入資料分析管線(如 Pandas 或 SQL 資料庫)中,進行後續的除錯、效能評估或行為模式分析。此工具支援多種平台,並透過 CLI 或 API 介面運作,簡化了從原始日誌到結構化資料的轉換過程。透過統一的格式,使用者能避免手動解析不同框架日誌的困擾,從而專注於從代理行為中提取有價值的洞察。
npx skills add kezama/agent-recorderInstalled? Explore more 研究與資料分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
📊 將代理框架日誌轉換為標準軌跡格式,方便在資料管線中進行分析和整合。
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Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.