Fast Django REST framework with Pydantic validation, type hints, and automatic OpenAPI documentation for building type-safe APIs

Django cloud storage - S3, Azure, Google Cloud, Boto3, cloud file storage backends

Comprehensive guide for building LLM applications with LlamaIndex, including data loaders, indexes, query engines, chat engines, vector stores, retrievers, agents, evaluation, streaming, and observability.

Visual regression testing using Playwright with toHaveScreenshot(), masking, thresholds, cross-browser testing, and VUDA integration for AI-powered visual analysis

Data validation using Python type hints with Pydantic models, settings, serialization, and performance optimization

Python 2D game development - sprites, surfaces, events, sound, fonts, game loops, collision detection, and input handling

PyQt/PySide6 overview hub - installation, comparison, project structure. See sub-skills for detailed topics.

PyQt/PySide6 QSS styling - selectors, properties, pseudo-states, dark theme, widget-specific styles

PyQt/PySide6 testing with pytest-qt - qtbot fixture, waitSignal, mouse/keyboard simulation, dialog testing

PyQt/PySide6 widgets and layouts - buttons, inputs, containers, item views, layout management

Python testing framework with powerful fixtures, parametrization, extensive plugin ecosystem, and support for async, Django, Flask testing

Comprehensive guide for developing cross-platform desktop applications with Qt in C++, including Qt5/Qt6, CMake, signals/slots, widgets, QML, threading, and deployment.

Rust terminal UI framework - widgets, components, layouts, events, input handling, and state management for TUI apps

Python SQL toolkit and ORM with expressive query API, relationship mapping, async support, and Alembic migrations

ast-grep - Fast structural code search, linting, and rewriting CLI tool

Docker - containers, Dockerfile, docker-compose, multi-stage builds, production, CI/CD

Redis - in-memory database, caching, pub/sub, sessions, rate limiting, data structures

Waydroid - Container-based Android on Linux with Wayland support, GPU acceleration, and native app integration

Convert changelogs, release notes, and version updates into Ozor.ai video prompts. Use this skill whenever the user has a CHANGELOG.md, release notes, GitHub release, version bump summary, or any list of product changes and wants to turn them into a video. Trigger on phrases like 'video from my changelog', 'release notes video', 'make a video from this update', 'announce this release', 'version update video', 'what's new video', 'product update video', 'feature release video', or any request to transform a list of product changes into video format using Ozor.

他山 Cursor Skill 体系（合集入口）— 95 个 Skills、32 条 Rules、18 个 SubAgents；覆盖产品→架构→开发→测试→上线全链路，含认知积累与 Skill 自进化机制。适用于 Cursor / OpenClaw 工作区一键安装。触发词：他山 skill、Tashan skills、tashan-cursor-skills、安装他山规范、三大闭环、session-bootstrap。

统一写作流水线。任何文档/文章/报告均走此流程：研究→草稿→逻辑自检→真实性校对→画图规划→批量画图→图片自审→审稿→格式转换（HTML/LaTeX/MD）。可从任意阶段入场（已有草稿直接审核，已审稿直接转格式）。触发词：「写一篇/帮我写/写一份/我有初稿了/帮我检查逻辑/帮我配图/从画图开始/从[Stage名称]开始继续/转成HTML/转成LaTeX」。注意：「只要审稿」请直接触发 article-proofreading；「帮我审稿」不触发本 Skill。

他山前端品牌设计系统完整参考手册。包含技术框架选型、设计令牌（颜色/字体/圆角/阴影）、组件规范代码模板、响应式/无障碍约定。被 role-前端开发 和 role-UI设计师 主动调用；与 frontend-brand-guard.mdc（约束层）配套使用。

项目规范问题自动修复 Skill。当用户指出项目内的规范偏差时，自动分类问题类型，路由到对应角色Skill执行修复，并通过verifier验证修复效果。类比产品侧「问题追踪+修复」的完整闭环，是项目内规范问题的「接收→分类→执行→验证」一体化机制。触发词：「这里有个规范问题」「这不符合规范」「规范偏差」「按规范修复这里」「这里违反了规范」「规范不对」「帮我修复规范问题」。注意：与 issue-tracker 的区别——后者只记录不执行；本 Skill 记录并自动路由执行。

基于已有项目做重构/新建（搬家不重写）的完整流程 Skill。当用户需要从现有混乱项目迁移到干净新项目时激活，引导完成：新项目文件夹 → PM功能清单 → 技术架构+红蓝推演（回写闭环）→ Cursor规范配置 → 分Phase构建。区别于 role-技术架构师（后者设计新技术方案）：本 Skill 是迁移型，先盘点已有资产，再设计去哪里放。触发词：「基于已有项目重构」「重构方案」「新建项目并迁移」「搬家不重写」「从零开始但复用现有代码」「项目架构整改」。

对任何主题进行系统调研，自动产出图文并茂的 Markdown 文档（含 Mermaid 结构图 + qwen-image 可视化），保存到认知结构对应维度的知识库，并自动注册到文档分类清单和知识图谱。当用户说「帮我调研/调研一下/系统调研/研究一下/帮我系统了解/深度研究 [主题]」时触发。

AI工程师角色。关键词：AI/LLM/智能体/Prompt/上下文工程/多智能体/工作流/RAG/Function Call/效果评测。激活后设计提示词、构建智能体调用链、评测输出质量。

DevOps/运维角色。关键词：部署/上线/CI-CD/服务器/Docker/nginx/SSL/域名/端口/监控/GitHub Actions。接收测试通过报告后执行部署，维护生产环境，监控AI调用成本。

前端开发角色。关键词：前端/React/TypeScript/Vite/UI实现/组件/页面/接口联调。激活后读技术架构.md和设计师输出，还原设计意图，不自作主张改交互逻辑。

后端开发角色。关键词：后端/FastAPI/Python/API接口/数据库/PostgreSQL/业务逻辑/认证/SSE。激活后读技术架构.md，按四层架构实现，写完任何DB函数必须立即集成测试。

技术架构师角色。关键词：技术架构/系统设计/数据模型/接口规范/技术选型/API设计/数据库设计/模块划分。激活后读PRD，先输出草稿给PM确认，再下发给开发。

测试工程师角色（关卡C）。关键词：测试/验收/Bug报告/质量/功能验证/闭环测试/体验验收/压力测试。接收开发完成的模块，按五类测试维度验收，Bug回开发，产品偏差回PM，通过才能进DevOps。

测试环境自动准备 Skill。在执行任何测试之前，自动检查并准备完整的测试环境：服务健康检查、自动启动后端、数据库就绪、测试账号创建、依赖验证。确保后续测试在稳定环境中执行。触发词：「准备测试环境」「环境预检」「初始化测试环境」「测试前准备」。也被 role-测试工程师 Step 0 和 fixer Step A0/B0 自动调用。

Culture assessment and monitoring with three modes — Diagnostic for a deep session surfacing the gap between declared culture and actual culture, Review for periodic check-ins on whether behavior is shifting, and Alert Triggers for setting tripwires around culture-strategy misalignment, regression, and integration risk. Not a culture change programme — a mirror. Updates company-context.md after every run. Triggers on questions about culture, values, team dynamics, how decisions really get made, why change efforts stall, merger integration, or whether the organisation can actually execute its strategy. Based on practice by Eterdis (eterdis.com).

Most companies can tell you who their competitors are. Very few can tell you why they're winning or losing against them. Even fewer can tell you whether their position is getting stronger or weaker ri

Strategy map analysis using the Eterdis two-directional causal chain. Use this skill to diagnose whether strategy is coherent by building two chains — bottom-up from resources to results, top-down from expectations to requirements — and finding where they don't connect. Runs in three modes — full diagnostic for deep sessions, review mode for quick re-assessment, and alert triggers for early-warning signals. Updates company-context.md after every run. Triggers on questions about strategic alignment, why the strategy isn't working, what to invest in, how the business creates value, whether the plan is realistic, or where the biggest gap is. Based on practice by Eterdis (eterdis.com).

VRIO resource analysis combined with Dynamic Capabilities assessment. Use this skill to identify real competitive advantages (Barney VRIO framework), then test whether the organisation can sense new opportunities, seize them, and transform itself to stay ahead (Teece dynamic capabilities). Runs in three modes — full diagnostic for deep first-use sessions, review mode for quick re-assessment, and alert triggers for defining early-warning signals. Updates company-context.md after every run. Triggers on questions about competitive advantage, defensibility, resource assessment, why competitors are gaining ground, organisational agility, or whether advantages will hold. Based on practice by Eterdis (eterdis.com).

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Execute a single deterministic Python script to harmonize units, create/update metadata, move files to output_data/, and clean up input_data/.

Extract balance sheet, income statement, shares outstanding, organic growth, and GAAP reconciliation data from financial PDFs. Standardize via Tiger-Transformer and append structured output to the document markdown.

Assess a company's economic moat, EBITA margin trajectory, and organic growth trajectory from analyst reports, earnings transcripts, or long-form articles. Produces structured qualitative outlook that feeds into the Financial Modeling skill's assumption generation.

Autonomously builds production-grade TypeScript Playwright scripts by exploring web pages via MCP browser tools and translating each verified action into code.

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Generate high-converting App Store screenshots by analyzing your app's codebase, discovering core benefits, and creating ASO-optimized screenshot images using Nano Banana Pro.

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