cursor-ai-rules

Turn CHANGELOG, git history, and incident dialogue into team rules under .cursorGrowth/team-experience (LLM-only, no parsing). Use for 沉淀规则, 团队经验, 从 changelog 学习, 反复出现的 bug.

Discover and route to project skills under .cursor/skills. Use when matching tasks to skills or listing available skills.

Create algorithmic art and interactive p5.js visualizations. Use when generating generative art, creative coding, or visual experiments.

Design RESTful, GraphQL, and microservice APIs with OpenAPI specs, consistency checks, and security review. Use when designing or reviewing API contracts, endpoints, or API documentation.

Plan and implement API testing with contracts, mocks, and automation. Use when validating endpoints, integration tests, or API quality gates.

Backend architecture, databases, APIs, caching, and deployment patterns. Use for server-side design, implementation, or review.

Apply brand colors, typography, and voice consistently. Use when aligning UI or content with brand standards.

Create canvas-based graphics and visual layouts. Use for poster-like designs, graphics, or canvas-driven UI assets.

Static analysis, complexity, security patterns, and quality metrics. Use for code review, audits, or refactoring planning.

Produce clear, runnable code examples and snippets. Use when documenting APIs, tutorials, or reference implementations.

Format and style code consistently across languages and linters. Use when standardizing style, applying formatters, or fixing lint noise.

Systematic debugging, root-cause analysis, and fix verification. Use when investigating bugs, failures, or unexpected behavior.

Co-author documents with structured outlines, reviews, and iteration. Use for specs, proposals, or collaborative writing.

Author and maintain technical documentation, READMEs, and API docs. Use when writing or restructuring project docs.

Create and edit Microsoft Word documents with formatting and structure. Use for .docx generation, templates, or document automation.

Evaluate MCP servers and agent tools with structured test cases and metrics. Use when benchmarking tools or validation suites.

Build distinctive, production-grade web UI with strong visual design. Use for landing pages, dashboards, components, or styling web interfaces.

End-to-end features across frontend, backend, and data layers. Use for full-stack implementation or architecture.

Git workflows, branching, commits, and collaboration practices. Use for version control setup, merges, or release hygiene.

Draft internal announcements, updates, and team communications. Use for status reports, memos, or internal messaging.

Explain concepts, study plans, and guided learning paths. Use when teaching, onboarding, or breaking down complex topics.

Master command center: intent routing, rules/skills orchestration, and 21 AI personas. Use when invoking /master or unified project orchestration.

Apply MCP security, design, and operational best practices. Use when hardening or reviewing MCP server design.

Build MCP servers and tools for LLM integrations. Use when creating or auditing Model Context Protocol servers.

Reference MCP protocol specification and compliance details. Use when implementing or reviewing MCP against the spec.

Implement MCP servers in Node.js/TypeScript. Use for Node-based MCP scaffolding, tools, and transports.

Profile and optimize performance, bundles, and resource usage. Use when improving speed, memory, or build size.

Extract, create, and manipulate PDF documents. Use for PDF parsing, forms, merging, or document pipelines.

Measure and improve application performance and bottlenecks. Use for profiling, load issues, or latency work.

Create and edit PowerPoint presentations programmatically. Use for slide decks, templates, or presentation automation.

Implement MCP servers in Python. Use for Python MCP scaffolding, tools, and stdio/HTTP transports.

Use the Python MCP SDK patterns and APIs. Use when building Python MCP clients or servers with the official SDK.

Safe refactors, structure improvements, and technical debt reduction. Use when restructuring code without behavior change.

Navigate MCP reference documentation and README conventions. Use when locating official MCP reference material.

Security review, threat modeling, and vulnerability patterns. Use for security audits or hardening tasks.

Author new Agent Skills with proper structure and descriptions. Use when creating or updating SKILL.md packages.

Create animated GIFs optimized for Slack. Use when generating short animations or Slack-ready media.

Optimize server-side rendering, hydration, and SSR frameworks. Use for Next.js/Nuxt SSR performance or SEO rendering.

Analyze system architecture, dependencies, and operational boundaries. Use for architecture reviews or system mapping.

Automated testing strategy, CI integration, and test design. Use when building or improving test suites.