github.com/majiayu000/claude-skill-registry-data
| Skill | Added | Review |
|---|---|---|
clarity data/1-clarity-ioku24-autorankr/SKILL.md Establish clarity before starting work. Use when beginning any significant task, when input is vague or stream-of-consciousness, or when requirements seem unclear. Handles messy voice input efficiently. This is the first system in the 5-system framework. | 81 81 1.26x Impact 85% 1.26xAverage score across 6 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
clarity data/1-clarity/SKILL.md Establish clarity before starting work. Use when beginning any significant task, when input is vague or stream-of-consciousness, or when requirements seem unclear. Handles messy voice input efficiently. This is the first system in the 5-system framework. | 81 81 1.26x Impact 85% 1.26xAverage score across 6 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
claude-ecosystem data/0-claude/SKILL.md Claude Code ecosystem expertise. Modules: CLI tool (setup, slash commands, MCP servers, hooks, plugins, CI/CD), extensibility (agents, skills, output styles creation), CLAUDE.md (project instructions, optimization). Actions: configure, troubleshoot, create, deploy, integrate, optimize Claude Code. Keywords: Claude Code, Anthropic, CLI tool, slash command, MCP server, Agent Skill, hook, plugin, CI/CD, enterprise, CLAUDE.md, agentic coding, agent, skill, output-style, SKILL.md, subagent, Task tool, project instructions, token optimization. Use when: learning Claude Code features, configuring settings, creating skills/agents/hooks, setting up MCP servers, troubleshooting issues, CI/CD integration, initializing or optimizing CLAUDE.md files. | 87 87 1.71x Impact 91% 1.71xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
cto-advisor c-level/cto-advisor-64810d10/SKILL.md Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy. | 74 74 1.73x Impact 99% 1.73xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: 8dc0ada | |
cto-advisor c-level/cto-advisor/SKILL.md Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy. | 74 74 1.73x Impact 99% 1.73xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: 8dc0ada | |
docx data/06-office-docx/SKILL.md Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks | 83 83 1.28x Impact 100% 1.28xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
flow-nexus-neural ai-ml/flow-nexus-neural-mattnigh-skills-collection/SKILL.md Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus | 65 65 7.38x Impact 96% 7.38xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: 6ffc4b4 | |
flow-nexus-neural ai-ml/flow-nexus-neural/SKILL.md Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus | 65 65 7.38x Impact 96% 7.38xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d9a0bd2 | |
Flutter Development Expert data/03-mobile-flutter/SKILL.md 专注于构建高性能、可扩展且架构清晰的 Flutter 应用。涵盖整洁架构、高级状态管理和深度性能优化。 | — | |
frontend-design data/02-designer-frontendimplementation/SKILL.md Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics. | 84 84 1.29x Impact 80% 1.29xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: 40ec36f | |
frontend-design data/1-frontend-design/SKILL.md Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics. | 83 83 1.11x Impact 98% 1.11xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
Gitee Workflow Automation data/05-devops-giteeworkflow/SKILL.md 深度集成 Gitee MCP,实现 Issue 管理、PR 自动化提交、代码审查和版本发布的全流程自动化。 | — | |
GitHub Search & Discovery data/01-discovery-githubsearch/SKILL.md 专用于在 GitHub 上搜索现有的开源库、工具、MCP Server 或最佳实践代码。当你想在开始开发前查找是否有“现成的轮子”或参考案例时使用。 | — | |
gitops-workflow data/05-devops-gitops/SKILL.md Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management. | 86 86 1.07x Impact 97% 1.07xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
git-workflow data/05-devops-gitworkflow/SKILL.md Git 版本控制与协作专家,涵盖 GitHub/Gitee 平台操作、Conventional Commits 规范及 PR/MR 最佳实践。 | 68 68 1.12x Impact 98% 1.12xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
lead-research-assistant data/0d1e2f3a-4b5c-6d7e-8f9a-0b1c2d3e4f5a/SKILL.md Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals. | 74 74 1.33x Impact 92% 1.33xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
mcp-builder data/05-backend-mcpbuilder/SKILL.md 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 services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | 91 91 2.21x Impact 93% 2.21xAverage score across 10 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
mcp-builder data/0b1c2d3e-4f5a-6b7c-8d9e-0f1a2b3c4d5e/SKILL.md 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 services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | 78 78 1.60x Impact 88% 1.60xAverage score across 3 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: d5a9e94 | |
Meta Dispatcher & Task Orchestrator data/00-meta-dispatcher/SKILL.md PRD 驱动的任务调度与技能管理专家。接收完整 PRD/需求文档,负责拆解业务、选择技术栈、路由到合适的专业 Skill,并维护从方案到落地的全流程。 | — | |
model-selection ai-llm/model-selection-majiayu000-claude-skill-registr/SKILL.md Automatically applies when choosing LLM models and providers. Ensures proper model comparison, provider selection, cost optimization, fallback patterns, and multi-model strategies. | 78 78 1.25x Impact 93% 1.25xAverage score across 6 eval scenarios Securityby — The risk profile of this skill Reviewed: Version: 6ffc4b4 |