GitHub
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.
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Development AI Skills
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GitHub
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.
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GitHub
nsforge-verification-suite
驗證工具組合。觸發詞：驗證, verify, check, 維度, dimension。
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GitHub
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.
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GitHub
nsforge-code-generation
程式碼/報告生成。觸發詞：生成程式碼, Python 函數, LaTeX, 報告, export。
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GitHub
readme-i18n
Maintain multilingual README versions (English primary, Chinese translation). Triggers: i18n, 翻譯, translate, 多語言, sync readme, 中英文, bilingual.
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GitHub
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.
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GitHub
nsforge-derivation-workflow
步進式推導工作流。觸發詞：推導, derive, 組合公式, 建立模型。
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GitHub
nsforge-quick-calculate
快速計算（無需會話）。觸發詞：計算, 簡化, 求解, 微分, 積分, 極限, 級數, 不等式, 機率。
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GitHub
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.
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GitHub
nsforge-formula-management
公式庫管理。觸發詞：找公式, 列出, 更新公式, 刪除公式, 公式庫。
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GitHub
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.
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GitHub
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.
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GitHub
git-ops
Get information about the state of a git repo, get diffs, make commits, make PRs, etc.. Use this skill when the user needs to accomplish git tasks.
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GitHub
tag-criteria
This skill should be used when analyzing Obsidian notes for tagging, determining which tags apply to content, or understanding tag definitions and criteria. Provides the complete tag taxonomy with judgment crit...
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GitHub
request-dot-ai-feature
Generate a feature request prompt for another dot-ai project. Use when you need a feature implemented in a sibling project (MCP server, controller, etc.) to unblock work in the current project.
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GitHub
git-commit-message
读取暂存区变更（git diff --cached）并参考 git log 的最近提交风格生成提交消息。适用于用户让你读取暂存区、总结暂存变更或建议提交消息的场景。
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GitHub
req-to-executable-prompt
將使用者的自然語言需求，轉換成「Codex 可直接執行」的工程指令 prompt。 輸出內容包含：背景、明確目標、可驗收條件、操作步驟、不可違反的限制、與交付格式。 適用於任何語言、任何 repo、任何專案階段。
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GitHub
python-dev-handbook
當要開發或修改 Python 程式碼時使用。
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GitHub
unicode-skill
A skill with Unicode characters in content
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GitHub
comprehensive-skill
A comprehensive skill with all frontmatter fields
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GitHub
zerodb-workflows
ZeroDB vector database best practices, semantic search patterns, RLHF workflows, and memory management. Use when working with ZeroDB APIs, vector search, or AI memory systems.
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GitHub
testing-patterns
TDD/BDD workflows for FastAPI + React stack with pytest, vitest, and integration testing. Use when writing tests, configuring test runners, or implementing test-driven development.
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GitHub
mcp-development
MCP server development patterns extending Anthropic's mcp-builder with AINative-specific conventions. Use when creating MCP servers, integrating ZeroDB, or building tool-based AI systems.
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