mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or...
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Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or...
Modern Rust backend with Axum, SQLx, tokio + CI/CD automation. Use when: building Rust APIs, high-performance services, or needing build/test/lint/audit automation. Triggers: "axum", "rust backend", "rust api",...
Document root cause analysis for team learning. Blameless, actionable, preventive.
10 ready-to-use themes with colors and fonts for consistent styling. Use when: applying visual themes to pages, components, or design systems. Triggers: "theme", "color palette", "color scheme", "fonts", "brand...
Build Discord bots with modern frameworks. Use when: creating Discord bot, slash commands, moderation bot. Triggers: "discord", "discord bot", "serenity", "discord.js", "discord.py".
Refine ideas into detailed designs through Socratic dialogue. Use when: user has rough idea, needs to clarify requirements, explore approaches. Triggers: "brainstorm", "discuss idea", "I'm thinking about", "wha...
Design ETL/ELT pipeline architectures with proper patterns for reliability and scalability.
Backup strategies, disaster recovery planning, and business continuity.
Automatic OWASP security checks on generated code. Use when: any code is generated in the pipeline. Triggers: internal use only.
dbt best practices for models, tests, documentation, and project organization.
Validate idea and create detailed PRD. Saves docs/PRD.md to project. Use when: user describes an app idea, wants to create something new. Triggers: "I want to build", "create app", "make website", "build MVP",...
Modern Rust backend with Axum, SQLx, tokio + CI/CD automation. Use when: building Rust APIs, high-performance services, or needing build/test/lint/audit automation. Triggers: "axum", "rust backend", "rust api",...
Cloud cost management, rightsizing, and FinOps practices.
Axum + Askama + HTMX stack for single-binary web apps. Use when: building server-rendered UI, lightweight frontends, single deployable binary. Triggers: "htmx", "askama", "templates", "server-rendered", "single...
iOS App Store and Google Play submission requirements and process.
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack to identify source of invalid data
Add features by description. User says WHAT, AI figures out HOW. Use when: user wants to add functionality to existing app. Triggers: "add auth", "add payments", "add search", "добавь", "integrate", "connect".
Validates project after initialization. Checks static files, endpoints, CSS, health. Use when: after rust-project-init, before TDD loop. Triggers: "validate project", "check project", "verify init".
Automatic code review and fixes before showing to user. Use when: code generation is complete, before preview. Triggers: internal use only.
CI/CD pipeline design with GitHub Actions, GitLab CI, and best practices.
Code review workflow and best practices. Use when: reviewing PRs, receiving feedback, or preparing code for review. Triggers: "code review", "review", "pr review", "pull request", "feedback", "review changes".
Cross-language testing patterns: unit, integration, E2E testing strategies. Use when: writing tests, setting up test infrastructure, or improving coverage. Triggers: "test", "testing", "unit test", "integration...
Local storage, data sync, and conflict resolution for offline-capable apps.
Apache Airflow DAG design, operators, and scheduling best practices.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。