发现 devops llm ai 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
Activates when user needs help with performance optimization, profiling, or improving code efficiency. Triggers on "optimize performance", "make this faster", "reduce memory", "profile this", "performance issue...
Use this skill when users ask about RAG (Retrieval-Augmented Generation), semantic search, document indexing, embeddings, vector databases, or chunking strategies. Trigger phrases include "how does rag-research...
创建有效技能的指南。当用户想要创建新技能（或更新现有技能）以通过专业知识、工作流程或工具集成扩展 Claude 功能时，应使用此技能。
Reproduce research papers into working code. Use when user wants to implement ML/AI papers, reproduce experiments, extract algorithms from PDFs, or convert research into executable code. Handles multiple interc...
Build headless automation and agentic workflows with Google's Gemini CLI. Covers approval modes (default, auto_edit, yolo), file permission model, Edit vs WriteFile tool selection, smartEdit configuration, GEMI...
Download Claude Code templates from aitmpl.com (GitHub API). Use PROACTIVELY to search and install agents, commands, skills, mcps, settings, hooks, and plugins.
Initialize long-running agent projects with environment setup, feature list generation, and progress tracking. Use when starting a new implementation project or setting up an existing codebase for Claude-assist...
R&D Ops Autonomous Agent system for vendor management, contract staffing pipelines, CV processing, interview orchestration, legal document drafting (SoW/MSA), and finance evidence compilation. Use when working...
How to use the repo-scoped sk CLI to manage Claude Skills in this codebase.
Shared resource library for Beam AI integration skills. DO NOT load directly - provides common references (setup, API docs, error handling, authentication) and scripts used by beam-connect and individual Beam s...
Create reusable workflow skills. Load when user wants to automate repeating work. Keywords: create skill, new skill, automate this, make reusable, save workflow. Suggest when user describes patterns (every week...
Debug failed/issue tasks from Beam.ai using Langfuse traces. Load when user says "debug issue tasks", "check failed tasks", "why did task fail", "task errors", "debug agent", or needs to investigate task failur...
Load when user says "validate skill", "validate this skill", "review skill execution", "check skill", or "skill validation" at the end of executing a skill. Post-execution review workflow for validating that a...
Create a master system skill (shared resource library) for any integration. Load when user mentions "create master skill", "new master skill", "shared skill library", "integration master", or wants to build a r...
Complete Slack integration skill. Load when user wants to send messages, search Slack, manage channels, list users, upload files, add reactions, set reminders, or interact with Slack workspace.
Configure Nexus memory with your role, goals, and preferences. Load when user wants to personalize the system or teach Nexus about themselves. Keywords: setup memory, personalize, configure, my goals, my role,...
Load when user says "mental model", "think through this", "structured thinking", "help me decide", "analyze this problem", "first principles", "pre-mortem", "stakeholder mapping", "what framework should I use",...
Learn how Nexus skills work. Load when user mentions: learn skills, how do skills work, what is a skill, skill tutorial, skill structure, understand skills, explain skills, when to create skill, skill vs projec...
Connect to Beam AI workspace for agent management. Load when user mentions 'beam', 'beam agent', 'beam task', 'beam analytics', 'list agents', 'create task', or any Beam AI operations. Meta-skill that validates...
Master statistical analysis with hypothesis testing, A/B testing, regression, and statistical methods for data-driven decisions.
Master use case development with actors, scenarios, preconditions, postconditions, and detailed specifications for comprehensive requirements.
Master user research with interviews, surveys, personas, journey mapping, and research synthesis for user-centered design.
Guide for creating effective Claude Skills. Covers structure, naming, progressive disclosure, workflows, and best practices. Use when the user wants to create a new Skill, improve existing Skills, or learn Skil...
Optimize user CLAUDE.md files by applying progressive disclosure principles. This skill should be used when users want to reduce CLAUDE.md bloat, move detailed content to references, extract reusable patterns i...
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。