schema-driven-insight-agent 是做什麼的？
Schema驅動的資料洞察AI代理框架——只需一個schema.yaml指向新資料集，無需業務邏輯硬編碼，代理永不接觸生產環境。
Schema驅動的資料洞察AI代理框架——只需一個schema.yaml指向新資料集，無需業務邏輯硬編碼，代理永不接觸生產環境。
這是一個基於Schema驅動的資料洞察AI代理框架，專為開發者設計，能快速適應不同的資料集。只需提供一個schema.yaml檔案，代理即可自動理解資料結構並生成洞察，完全擺脫傳統的業務邏輯硬編碼。該技能支援多種AI代理平台，如Claude Code和Cursor，並確保代理僅在沙盒環境中運行，永不觸碰生產資料，降低風險。其運作原理是解析schema定義，動態生成查詢和分析流程，從而提供靈活且安全的資料探索能力。
npx skills add RuntianLee/schema-driven-insight-agentInstalled? 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 →
Schema驅動的資料洞察AI代理框架——只需一個schema.yaml指向新資料集，無需業務邏輯硬編碼，代理永不接觸生產環境。
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
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.