Execute skill chain plans generated by skill-chain-planner (v2.0). Reads the chain plan directory, parses the two-layer execution model, reliability design, degradation matrix, and execution state machine, then recursively calls `skill-for-skills` to generate each sub-skill. Orchestrates creation order by priority and dependency, with state-machine tracking, budget guard, degradation handling, and reliability conformance validation. Triggered by: "执行skill链", "创建skill链", "执行链规划", "批量创建skill", "chain executor", "执行规划", "递归生成skill", "按照规划创建", "deploy chain", "execute plan", "create chain skills", "可靠性验证", "降级处理", "状态机续接", "预算守卫".
Automatically generate, upgrade, or self-update standards for Claude Code skills based on user requirements. Reads sum.md for writing standards, searches the web to verify external APIs and tools, and creates or updates production-ready SKILL.md and README.md files with proper frontmatter, workflow instructions, and examples. Can also search official docs to update its own skill writing standards (sum.md). Triggered by: "编写skill", "生成skill", "创建skill", "写skill", "自动生成skill", "skill生成", "create skill", "generate skill", "升级skill", "更新skill", "修改skill", "添加功能", "upgrade skill", "更新规范", "更新sum.md", "同步官方文档", "update standards", "帮我写一个skill", "帮我生成一个skill", "skill-for-skills".
Decompose complex tasks into multi-skill chains with a two-layer execution model (deterministic orchestrator + inner tool-call loop), reliability pillars (cache-first / tool-call repair / cost & budget guard), feedback loops, degradation matrix, execution state machine, and security review. Generates step-by-step plans for using `skill-for-skills` to construct each skill and compose them into a working pipeline. Triggered by: "任务分解", "skill链规划", "复杂任务拆分", "多skill协作", "chain planner", "工作流拆分", "多步骤任务", "skill pipeline", "架构规划", "多步工作流", "pipeline设计", "skill依赖分析", "skill编排", "任务流水线", "可靠性规划", "降级矩阵", "执行状态机", "反馈循环", "预算守卫", "两层执行模型".
Build and maintain a local vulnerability database by looking up CVE information from the web and organizing it into a structured year/CVE hierarchy. Searches NVD, MITRE, GitHub Security Advisories, Exploit-DB, CISA KEV, and more to compile structured reports with standardized templates. Maintains a searchable database index with metadata for each CVE entry. Triggered by: "CVE", "cve查询", "漏洞查询", "vulnerability lookup", "CVE编号", "查漏洞", "漏洞详情", "security advisory", "cve lookup", "漏洞缓解", "漏洞防御", "漏洞修复", "mitigation", "remediation", "概念性POC", "概念性PoC", "漏洞分析", "深度分析", "漏洞复现", "漏洞数据库", "构建漏洞库", "vulnerability database", "CVE数据库", "漏洞库查询", "数据库统计".
PPT-style web page builder with unified theming, slide management, element animations, and slide transitions. Creates self-contained HTML presentations with custom theme support. Enforces strict modification rules for project stability. Triggered by: "制作PPT", "PPT网页", "幻灯片", "演示页面", "presentation", "slide deck", "slide builder", "PPT风格", "添加动画", "页面过渡", "翻页动画", "新建幻灯片", "修改幻灯片", "删除幻灯片", "演示文稿", "slides", "ppt builder", "slide animation", "slide transition", "添加图片", "插入图片", "图片链接", "图床", "本地图片", "加图片", "放图片", "add image".
Design-driven frontend UI page generator that produces distinctive, production-grade HTML/CSS/JS pages avoiding generic AI aesthetics. Integrates design direction framework (purpose, tone, constraints, differentiation) before coding. Creates responsive single-file HTML viewable directly in browser without build tools or npm. Triggered by: "生成前端UI", "写个网页", "创建页面", "做个界面", "生成一个页面", "HTML页面", "浏览器查看", "web UI", "frontend page", "仪表板", "表单页面", "产品页", "landing page", "生成网页", "设计风格", "网页设计", "前端设计", "UI设计", "landing page", "dashboard", "现代风格", "独特设计", "design system".
Deeply analyze project codebase to generate hyper-detailed reports on project architecture, operation principles, workflows, and AI substitution blueprints. Each report documents every component down to function-level precision, serving as the foundation for creating replacement AI Skills. Triggered by: "分析项目", "项目架构", "代码库分析", "项目原理", "工作流分析", "AI替代方案", "项目复盘", "codebase analysis", "project architecture review", "架构分析", "项目review", "arch分析", "运行原理", "AI自动化分析", "Skill蓝图", "项目函数级分析", "逐步骤分析".
Organize course materials based on course syllabi and outlines. Tailors content for different learning phases: pre-class preparation, after-class review, sprint organization, and targeted challenge. Adapts material depth, structure, and focus according to time available and learning goals. Produces structured, phase-appropriate study resources with learning plans, practice materials, and progress tracking. Triggered by: "课程资料", "课程大纲", "预习资料", "复习资料", "course materials", "syllabus", "根据大纲整理", "学习曲线", "整理课程", "复习计划", "速成", "复习重点", "知识点梳理", "从零开始学", "课程笔记", "学习路线", "教学大纲", "知识体系".