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Analyzes git diff to generate commit messages following the Conventional Commits spec, with automatic scope detection and commit type inference. Trigger when users ask to write or generate a commit message, mention Conventional Commits, git commits, standardized commits, scope detection, or phrases like 'help me write a commit message'.

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

深入分析竞争对手的SEO与GEO策略，涵盖关键词排名、内容打法、外链画像、技术SEO评估及AI引用模式，识别超越对手的市场机会，并提供竞品分析模板、战斗卡片等参考。当用户询问“分析竞品SEO”、“竞争对手为什么排名更高”、“竞品关键词和外链分析”或“内容策略对比”时触发。如需专项分析，可使用content-gap-analysis进行内容差距分析，或使用backlink-analyzer进行外链深度分析。

Produce institutional-grade commodity outlook reports with supply-demand analysis, price forecasts, and trade recommendations, formatted as PDF, DOCX, or PPTX documents. Triggered when users request commodity market reports, ask for trade ideas on energy, metals, or agricultural commodities, or mention keywords like commodity outlook, research note, or price drivers.

Scan code for security issues: dependency vulnerabilities (npm/pip audit), secret leaks (regex and entropy analysis), and OWASP anti-patterns like SQL injection, XSS, or command injection. Use when the user mentions security scans, vulnerability detection, secret leaks, API keys, OWASP, npm audit, pip-audit, hardcoded passwords, or code security checks.

解析代码仓库的 import/依赖关系，自动生成架构图、流程图和组织架构图，输出 Mermaid 文本或 SVG 图片。支持 Python、JavaScript、TypeScript、Go 和 Java 项目。当用户需要可视化代码结构、分析模块依赖、生成架构文档，或提及“代码架构图”、“依赖关系图”、“流程图”、“组织架构图”、“Mermaid 图”等关键词时触发。

探索代码库，识别架构摩擦点，并通过“加深浅模块”来提升可测试性，最终输出包含多种接口设计方案的详细重构建议与GitHub Issue RFC。当用户希望改进架构、寻找重构机会、合并紧耦合模块，或让代码库更易于AI导航和理解时触发。

Convert academic citations between APA, MLA, IEEE, and Harvard styles with batch processing and format validation. Trigger when users ask to convert, check, or fix their references, mention specific citation styles, or talk about their bibliography.

Reduce voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences. Use when designing or optimizing a cancel flow, building save offers, setting up dunning emails, or reducing failed-payment churn. Trigger keywords: cancel flow, churn reduction, save offers, dunning, exit survey, payment recovery, win-back, involuntary churn, failed payments, cancel page. NOT for customer health scoring or expansion revenue.

Generate publication-quality PNG chart images from data, supporting line, bar, area, candlestick, pie, and heatmap charts. Triggers when the user asks to visualize data, create a graph, plot a time series, or generate a chart for a report, alert, or dashboard. Runs as a lightweight, headless Node.js process without a browser.

DCF现金流折现估值模型，支持完整的自由现金流预测、终值计算和企业价值推导，并生成增长率 × 折现率的敏感性分析矩阵。当用户需要进行企业估值、DCF分析、现金流折现计算、WACC折现、终值计算、敏感性分析、股权价值或每股价值估算，或提及关键词如DCF、估值、折现、现金流、WACC、terminal value、sensitivity analysis、企业价值、equity value、Gordon Growth Model、自由现金流时触发。

生成完整的营销活动策划方案，涵盖目标设定、受众分析、核心信息、渠道策略、内容日历及效果指标。适用于产品发布、获客推广或品牌曝光等场景，擅长按周规划执行路径。当用户提出规划、设计、策划或搭建一个营销活动，或使用诸如“营销方案”、“活动策划”、“推广计划”、“campaign”等关键词时触发。

Generate a full campaign brief with objectives, audience, messaging, channel strategy, content calendar, and success metrics. Use when planning a product launch, lead-gen push, or awareness campaign, when you need a week-by-week content calendar with dependencies, or when translating a marketing goal into a structured, executable plan.

创建专业精美的投资路演PPT和商业计划书，风格参照中国创业公司融资路演材料，默认输出18页、白色背景搭配藏青色点缀的PPTX格式，也可导出PDF，支持中英文内容。当用户需要为投资人制作路演PPT、撰写商业计划书或融资方案、生成包含市场分析和财务预测的公司概览幻灯片，或提及创业融资/投资备忘录演示文稿时触发。

A systematic brand naming workshop that generates 8 distinct name candidates using classic methods like portmanteau and metaphor, each with meaning, rationale, and domain suggestions. Triggered when a user needs to name a product, service, or company, or asks for brand name ideas, brainstorming, or naming help.

按布鲁姆认知分类学（记忆→理解→应用→分析→评价→创造）自动生成包含选择题、简答题、案例分析题在内的模拟试题，每题均附带考点、难度、解题思路等完整解析。当用户请求出题、制作模拟题或考试题，或提及布鲁姆、认知层次、quiz、test questions、Bloom's taxonomy等相关词汇和场景时触发。

生成专业级信息图。提供 21 种版式与 21 种视觉风格。可自动解析内容，推荐最优「版式 × 风格」组合，并输出可直接发布的信息图成品。适用于用户提出“信息图 / infographic”、“视觉总结”、“可视化”或“高密度信息大图”等需求时使用。

从 Flask、FastAPI、Express 或 Gin 等 Web 框架的源代码中自动扫描路由定义，生成符合 OpenAPI 3.0 / Swagger 规范的标准化 API 文档文件。当用户需要生成 API 文档、提到 OpenAPI、Swagger、接口文档、路由扫描或从代码自动提取接口信息时触发。

Generate a 1-bit monochrome pixel-art portrait from a user's About Me. Central face anchored to a fixed base; surrounding elements derived from About Me. Always black-and-white, no text, gender-neutral by default. Triggers on "Agent's view of me" visualization, About Me page avatars, user portrait generation.

Generates RESTful API documentation (OpenAPI 3.0 / Swagger spec) by scanning route definitions in code for Flask, FastAPI, Express, Gin, and other frameworks. Trigger when users ask about API documentation, OpenAPI, Swagger, endpoint docs, generating docs from code, or extracting endpoints.