GitHub
multi-model-reviewer
協調多個 AI 模型（ChatGPT、Gemini、Codex、QWEN、Claude）進行三角驗證，確保「Specification == Program == Test」一致性。過濾假警報後輸出報告，大幅減少人工介入時間。
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Databases AI Skills
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GitHub
reactor-sub-agent
專責處理 RIF (Required Behavior Frame) 類型的需求。讀取規格目錄結構，生成/審查 Event Handler 設計與實作。支援冪等性、重試、死信佇列。
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GitHub
enforce-contract
單元測試與代碼提交前觸發。掃描並驗證方法的 pre-conditions、post-conditions 與 invariants，透過契約式設計減少 AI 幻覺。
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GitHub
generate-acceptance-test
從規格目錄的 acceptance.yaml 生成/維護 BDD/ezSpec 測試。使用類似 Gherkin 語法，AI 自動產生 step definition（開發人員不需要手寫），驗收測試規格即為 Executable Specification。
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GitHub
command-sub-agent
專責處理 CBF (Commanded Behavior Frame) 類型的需求。讀取規格目錄結構，生成/審查 Command Side 設計與實作。支援 Java、TypeScript、Go 多語言。
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GitHub
saga-orchestrator
處理跨 Frame 的複雜業務流程，協調多個 Sub-agent (command/query/reactor) 完成 Saga/Choreography 模式的分散式交易。當需求涉及多個狀態變更、事件反應與查詢的組合時使用。
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GitHub
cross-context
處理跨 Bounded Context 的依賴關係。當需求涉及多個限界上下文（如權限管理、付款、通知）時觸發，設計 Anti-Corruption Layer 和 Context Mapping。
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GitHub
skills
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GitHub
websocket-expert
Selects and configures agents from the agents repo based on PRD tech stack. Runs after task decomposition, before specification generation.
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GitHub
domain-phd-expert
Creates PhD-grade expert agents when no suitable agent exists. Produces highly specialized agents with deep domain expertise.
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GitHub
wechat-article-formatting
Convert Markdown content to WeChat Official Account HTML format with inline styles. Generates complete HTML preview files that can be copied directly to WeChat editor. Use when user needs to format articles for...
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GitHub
open-pr
Guide for opening a pull request (PR) using git and the GitHub CLI. Use this when asked to open a PR for code changes.
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GitHub
weapp-share-timeline
微信小程序分享到朋友圈开发指南。当开发朋友圈分享功能、配置 onShareTimeline、适配单页模式、处理场景值 1154、navigationBarFit 布局调整时使用。
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GitHub
wechat-chat-tool
微信小程序聊天工具开发指南。当开发聊天工具分包、配置 chatTools、发送消息到群聊、动态消息、获取群成员信息、wx.openChatTool、wx.getChatToolInfo 时使用。
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GitHub
react-to-taro
Transpile React Web applications (v18+) into Taro 4.x code optimized for WeChat Mini Program. Use this skill when converting React components, pages, or utilities to Taro-compatible code with proper JSX element...
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GitHub
n8n-workflow-patterns
Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook...
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GitHub
n8n-production-readiness
Dynamic tier system for right-sizing n8n workflow hardening. Use this skill on ANY n8n workflow request to determine appropriate validation, logging, and error handling levels. Adapts to user needs — from quick...
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GitHub
plan-orchestrator
Orchestrate multi-phase plan implementation through implement-evaluate cycles with specialized subagents. Use when implementing a technical plan, executing a development roadmap, or coordinating multi-step impl...
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GitHub
lumen-dashboards
Master declarative, no-code data dashboards with Lumen YAML specifications. Use this skill when building standard data exploration dashboards, connecting multiple data sources (files, databases, APIs), creating...
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GitHub
advanced-rendering
Master high-performance rendering for large datasets with Datashader. Use this skill when working with datasets exceeding 100M+ points, optimizing visualization performance, or implementing efficient rendering...
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GitHub
parameterization
Master declarative parameter systems with Param for type-safe configuration. Use this skill when building parameterized classes with automatic validation, creating reactive dependencies with @param.depends, imp...
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GitHub
lumen-ai
Master AI-powered natural language data exploration with Lumen AI. Use this skill when building conversational data analysis interfaces, enabling natural language queries to databases, creating custom AI agents...
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GitHub
colormaps-styling
Master color management and visual styling with Colorcet. Use this skill when selecting appropriate colormaps, creating accessible and colorblind-friendly visualizations, applying consistent themes, or customiz...
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GitHub
data-visualization
Master advanced declarative visualization with HoloViews. Use this skill when creating complex multi-dimensional visualizations, composing overlays and layouts, implementing interactive streams and selection, b...
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