Guided journey from raw idea to a validated, positioned, priced business with a chosen beachhead. Orchestrates ten skills phase by phase - jobs-to-be-done, mom-test, design-sprint, lean-startup, good-strategy-bad-strategy, blue-ocean-strategy, obviously-awesome, hundred-million-offers, monetizing-innovation, crossing-the-chasm - asking the user questions at every decision point and recording results in the project docs/ folder (CUSTOMER.md, POSITIONING.md, OFFER.md, CREATE-BUSINESS-PLAN.md) so the journey resumes across sessions. Use when the user wants to start a new business, validate a startup idea, find product-market fit before building, or says 'I have an idea for a company'. Do not use once the business has paying customers: use grow-business to add revenue and customers, or improve-business to fix strategy and operations. For building the product itself use create-app or create-website. For one framework in isolation, invoke that skill directly.

在编写新功能、修复 Bug 或重构代码时使用此技能。强制执行测试驱动开发（TDD），包括单元测试、集成测试和 E2E 测试，且覆盖率需达到 80% 以上。

从头开始创建令人惊叹、动画丰富的 HTML 演示文稿，或通过转换 PowerPoint 文件生成。当用户想要构建演示文稿、将 PPT/PPTX 转换为网页版，或为演讲/路演创建幻灯片时使用。帮助非设计师通过视觉探索而非抽象选择来发现他们的审美。

Apple FoundationModels 框架，用于设备端大语言模型（LLM）—— iOS 26+ 中的文本生成、配合 @Generable 的引导式生成、工具调用以及快照流式传输。

从零开始或通过转换 PowerPoint 文件创建令人惊叹、动画丰富的 HTML 演示文稿（Presentations）。适用于用户想要构建演示文稿、将 PPT/PPTX 转换为 Web 页面或为演讲/路演创建幻灯片（Slides）的场景。通过视觉探索而非抽象选择，帮助非设计师发掘其审美偏好。

创建并更新路演 PPT (Pitch Deck)、单页简介 (One-Pager)、投资者备忘录 (Investor Memo)、加速器申请、财务模型以及融资材料。当用户需要面向投资者的文档、预测、资金用途表、里程碑计划或需要跨多个融资资产保持内部一致性的材料时，请使用此技能。

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

Inter-agent communication via the msg CLI. Use this when you need to send messages to other agent sessions, read incoming messages, or coordinate with other agents in tmux panes.

Cleans and interprets raw PHPUnit CI logs into a compact, AI-friendly failure report. Use this skill whenever the user pastes or uploads a PHPUnit log, GitHub Actions test output, CI test results, or asks to interpret/summarize/analyze failing tests. Trigger even if the user says things like "here's my test output", "tests are failing", "can you look at my PHPUnit log", or pastes a block of text that contains PHPUnit output. Always use this skill before attempting to diagnose failures.

Use when launching major policy reforms or establishing trust before implementing new laws. Follows Shang Yang's 徙木立信 method — creating a simple public task with escalating rewards to demonstrate that government promises are kept before announcing real reforms.

Use xiaohongshu-cli for ALL Xiaohongshu (Little Red Book, 小红书) operations — searching notes, reading content, browsing users, liking, collecting, commenting, following, and posting. Invoke whenever the user requests any Xiaohongshu interaction.

Guides for writing and editing Remotion documentation. Use when adding docs pages, editing MDX files in packages/docs, or writing documentation content.

Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard RL experiments, quick prototyping, and well-documented algorithm implementations. Best for single-agent RL with Gymnasium environments. For high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead.

Use when diagnosing stale or orphaned Node.js processes launched by VCO, auditing ownership/liveness, or safely simulating cleanup without touching external Node workloads.

Detects and prevents data leakage in machine learning and mathematical modeling. Use after ML tasks involving data cleaning, feature engineering, data augmentation, algorithm development, normalization, missing value imputation, dimensionality reduction, feature selection, or time series modeling. Checks if features/statistics would be available at prediction time.

Use this skill when designing data schemas, implementing sharing workflows, or auditing access control in Jazz applications. It covers the hierarchy of Groups, Accounts, and CoValues, ensuring data is private by default and shared securely through cascading permissions and invitations.

AI搜问：人员语义搜索、跨源主题检索与行为回溯。Use when 语义找人，或目标未知时按主题或行为发现内容。原生最近列表走所属产品；完整手机号精确反查走 dingtalk-contact。前缀：dws aisearch。

Keep it down — use terse, clear, and action-first responses for the rest of the session. Remove filler and tangents, preserve technical precision, track multi-step progress, and end with one concrete next action. Use when the user wants compact communication; disable with `stop ssh` or `normal mode`.

使用 PR 当前准确 head、失败 job 日志、本地复现边界和可合并状态，诊断 Comet PR 的 GitHub Actions 与覆盖率检查。PR 出现 CI 报错、Codecov 问题、过期检查或无法解释的红色 job 时使用。

Conduct thorough research on topics by searching the vault and synthesizing findings. Use when the user asks to research a topic, dig into something across notes, or wants a synthesis of what the vault knows about a subject.