Claude 代理技能，專注於作業研究：線性規劃/混合整數規劃建模、網路流、排程、排隊、庫存、模擬與馬可夫模型，並以 Python（PuLP · Pyomo · SciPy · OR-Tools · NetworkX）求解。
此技能為 Claude 等 AI 代理提供完整的作業研究（Operations Research）領域能力，涵蓋線性規劃（LP）、混合整數規劃（MIP）、網路流問題、排程最佳化、排隊理論、庫存管理、模擬與馬可夫模型等經典主題。它支援多種 Python 數值最佳化與建模函式庫，包括 PuLP、Pyomo、SciPy、OR-Tools 以及 NetworkX，讓代理能根據問題需求選擇最合適的工具。使用者可透過自然語言描述 OR 問題，代理即能自動生成對應的數學模型與求解程式碼，大幅降低手動編程的門檻。此技能特別適合需要快速驗證與部署 OR 解決方案的開發者、研究人員與決策分析師。
npx skills add ShayanDarabi/operations-research-skillInstalled? 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 →
Claude 代理技能，專注於作業研究：線性規劃/混合整數規劃建模、網路流、排程、排隊、庫存、模擬與馬可夫模型 — 並以 Python（PuLP · Pyomo · SciPy · OR-Tools · NetworkX）求解。
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.