證據驅動的代理技能 是做什麼的?
用於專案恢復、持久狀態安全、產品資料稽核和發布驗證的證據驅動代理技能。
用於專案恢復、持久狀態安全、產品資料稽核和發布驗證的證據驅動代理技能。
該技能集提供了一套基於證據的方法,旨在增強AI代理在關鍵開發與維運任務中的可靠性與可稽核性。它支援專案恢復,允許代理從失敗或中斷的狀態中重建上下文並繼續工作;持久狀態安全則確保代理在長時間執行的會話中保持狀態一致性,避免遺失或損壞。產品資料稽核功能使代理能夠系統性地檢查和驗證資料完整性,確保產品資料符合預期標準;發布驗證則透過收集和分析證據來確認發布是否符合品質門檻。這些技能主要設計用於Claude Code、Cursor或Codex等代理平台,透過結構化的證據收集與驗證流程,降低代理決策的隨機性,提升輸出結果的可信度與可重複性。使用者可以透過引用相關技能文件來整合這些功能,從而實現更穩健、可追蹤的代理工作流程。
npx skills add ninagogogo1028/evidence-driven-agent-skillsInstalled? 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 →
用於專案恢復、持久狀態安全、產品資料稽核和發布驗證的證據驅動代理技能。
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.