雙 Gemini 策略
從主要模型發送一個候選結果，再從輔助的次要模型（自動解析）發送另一個。裁判會比較兩者，並在它們不一致的地方偏好更保守的措辭。
用 Go 實作的自動化音訊轉寫：並行轉寫代理、LLM 裁判代理選出最佳結果，並可透過 Agent Skills 擴充。
這個技能提供了一個基於 Go 語言開發的自動化音訊轉寫代理系統。它透過並行啟動多個轉寫代理（例如使用不同的 Gemini 模型），並引入一個 LLM 裁判代理來比較並選出品質最佳的轉寫結果。此設計能有效提升轉寫的準確性與穩健性，特別是在處理口音、背景噪音或專業術語時。該技能支援 Agent Skills 擴充機制，開發者可以自訂轉寫代理或裁判邏輯。主要適用於需要高品質音訊轉寫的場景，如會議記錄、訪談整理或語音內容分析。
npx skills add cyanxxy/transcription-agent-goInstalled? 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 →
從主要模型發送一個候選結果，再從輔助的次要模型（自動解析）發送另一個。裁判會比較兩者，並在它們不一致的地方偏好更保守的措辭。
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.