Feature Development
Complete feature development workflow orchestrating multiple skills from planning to deployment. Triggers: FD, 新功能, 開發功能, feature, implement, 實作, 實現, 建立功能, create feature, develop, 開發新, add feature, 加功能, 功能開發.
Medical Calc Mcp
🏥 MCP Server with 121 validated medical calculators for AI agents. DDD architecture, evidence-based formulas with PMID citations. Supports Claude, GPT, and other LLM integrations.
Code Reviewer
Comprehensive code review checking quality, security, and best practices. Triggers: CR, review, 審查, 檢查, check, 看一下, PR, code review, 品質, inspect, 檢視, 看看, 幫看, lint, quality check, 品質檢查, pull request, merge request, MR, diff, 程式碼審查.
Skill Generator
Generate new skills with standardized structure and frontmatter. Triggers: SG, new skill, 新增 skill, 建立技能, create skill, 新技能, 產生技能, generate skill, 技能模板, skill template, add skill, 加技能, make skill.
Med Paper Assistant
🔬 AI-powered medical paper writing toolkit — from PubMed search to Word export, all inside VS Code
Changelog Updater
Auto-update CHANGELOG.md following Keep a Changelog format. Triggers: CL, changelog, 變更, 版本, version, 更新日誌, whatsnew, release notes, 發布說明, 變更紀錄, history, 歷史, 更新紀錄, 新功能, new features, breaking changes.
Skill Health Check
Check health, freshness, and consistency of all Skills, copilot-instructions.md, chatmodes, and bylaws. Triggers: SHC, health, 健康檢查, skill check, freshness, 翻新, 過期, stale, 檢查 skill, instruction check, audit skills, 技能檢查.
Project Init
Initialize new projects using this template. Triggers: init, new, 新專案, 初始化, create project, 建立專案, bootstrap, scaffold project, setup, 設定, 起始, start, 從頭, from scratch, template, 模板, 範本, clone, fork.
Readme Updater
Intelligently update README.md to sync with code changes. Triggers: readme, 說明, 更新說明, update readme, 文檔同步, documentation, doc, 文件, 說明文件, 更新文檔, sync readme, 同步說明, 專案說明.
Readme I18n
Maintain multilingual README versions (English primary, Chinese translation). Triggers: i18n, 翻譯, translate, 多語言, sync readme, 中英文, bilingual, localization, l10n, 國際化, 本地化, multilingual, 雙語, 語言, language, 英文版, 中文版, translation.
Bug Fix
Structured bug fixing workflow with root cause analysis and regression prevention. Triggers: BF, 修 bug, fix bug, debug, 除錯, 錯誤, error, 問題, issue, 修復, fix, 故障, fault, 異常, exception, 失敗, failure, 不能用, broken, 壞掉.
Roadmap Updater
Auto-update ROADMAP.md status based on completed features. Triggers: RM, roadmap, 路線, 規劃, 完成功能, milestone, 里程碑, 路線圖, 計畫, plan, planning, 進度, progress, 功能完成, feature done, 待辦, todo, backlog.
Ddd Architect
Ensure code follows DDD architecture and DAL separation for both frontend and backend. Triggers: DDD, arch, 架構, 新功能, 新模組, new feature, scaffold, 骨架, domain, layer, 分層, structure, 結構, backend, frontend, React, Vue, Python, TypeScript, 前端, 後端, component, 元件.
Code Refactor
Proactively detect and execute code refactoring to maintain DDD architecture and code quality. Triggers: RF, refactor, 重構, 拆分, split, 模組化, modularize, 太長, cleanup, 整理, clean, 優化, optimize, extract, 提取, simplify, 簡化, 複雜度, complexity, 重組, reorganize, 改善, improve.
Git Doc Updater
Auto-check and update key documentation before Git commits to keep docs in sync with code. Triggers: docs, 文檔, 更新文檔, sync docs, release, 發布, documentation, 同步文件, 文件檢查, doc check, 發布前, before release, 準備發布.
Code Audit
Deep comprehensive code audit across quality, security, architecture compliance, test coverage, and documentation sync. Triggers: AUDIT, 審計, audit, 全面審查, deep review, 深度審查, 健檢, health check, 程式碼審計, codebase audit, 完整檢查, full check.
HyperHierarchicalRAG
HyperHierarchicalRAG: Combining Hypergraph Memory (HGMem) with Hierarchical Retrieval (LightRAG) - A novel RAG system with MCP Server integration for AI Agents
Git Precommit
Orchestrate pre-commit workflow including Memory Bank sync, README/CHANGELOG/ROADMAP updates. Triggers: GIT, gc, push, commit, 提交, 準備 commit, 要提交了, git commit, pre-commit, 推送, stage, 暫存, checkin, 簽入, submit, save, 準備發布, ready to commit, 要推了.
Memory Updater
Update and maintain Memory Bank files (activeContext, progress, decisionLog). Triggers: MB, memory, 記憶, 進度, 更新記憶, update memory, 記錄進度, 更新上下文, sync, 同步, 記下來, note, 筆記, context, 脈絡, 追蹤, track, 狀態, status.
Release
Version release preparation workflow including changelog, version bump, and deployment checks. Triggers: REL, release, 發布, 版本發布, deploy, 部署, publish, 上線, ship, tag, 打標籤, 版本, version bump, 升版.
Memory Checkpoint
Externalize detailed memory to Memory Bank before conversation summarization to prevent context loss. Triggers: CP, checkpoint, save, 存檔, 記一下, 保存, sync memory, dump, 先記著, 備份, backup, snapshot, 快照, 記錄, 等等, 先停, pause, 離開前, before leaving, 收工.
Test Generator
Generate comprehensive test suites including static analysis (vulture dead code), unit tests, integration tests, E2E tests, and coverage reports. Triggers: TG, test, 測試, 寫測試, coverage, 覆蓋率, pytest, unittest, 驗證, check, 檢查, quality, 品質, dead code, 死碼, vulture, static analysis, 靜態分析, lint, type check.
Security Reviewer
Security audit following OWASP Top 10 and best practices for web applications. Triggers: SEC, security, 安全, OWASP, 漏洞, vulnerability, audit, 稽核, 安全檢查, security check, CVE, 資安, penetration, pentest, 滲透, injection, XSS, CSRF, 認證, authentication, 授權, authorization, secrets, 敏感資料.
Automl Stat Mcp
AI-powered statistical analysis and AutoML platform using Model Context Protocol (MCP)
Code Review Workflow
Complete code review workflow for PR/MR with multiple reviewers and automated checks. Triggers: PRW, 審查流程, review workflow, PR review, MR review, pull request, merge request, 程式碼審查流程, full review, 完整審查.