quant-analysis 是做什麼的？
量化分析方法論 - 5階段自下而上框架，適用於任何數據集。Claude skill + 獨立腳本，沉澱機制讓方法論自我進化。
量化分析方法論 - 5階段自下而上框架，適用於任何數據集。Claude skill + 獨立腳本，沉澱機制讓方法論自我進化。
這是一個以量化分析為核心的 AI 代理技能，採用獨特的「5 階段自下而上框架」，適用於任何類型的數據集。該技能整合了 Claude Skill 與獨立腳本，使其不僅能直接與 Claude 等 AI 代理協作，還能作為獨立工具執行。其核心亮點在於「沉澱機制」：透過在分析過程中自動記錄與總結方法、步驟與結果，讓整個方法論能夠隨著每次使用不斷自我進化與最佳化。開發者或資料分析師可在 Claude Code、Cursor、Codex 等平台上使用此技能，快速對結構化或非結構化數據進行探索、清洗、特徵工程、建模與解讀，並獲得可重複、可追溯的分析流程。
npx skills add tobynice2875/quant-analysisInstalled? 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 →
量化分析方法論 - 5階段自下而上框架，適用於任何數據集。Claude skill + 獨立腳本，沉澱機制讓方法論自我進化。
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.