ai-system-governance
Scale AI fluency beyond individuals through standards, guardrails, audit trails, and organizational policies that maintain quality and accountability.
Essential command-line tools and system utilities.
Scale AI fluency beyond individuals through standards, guardrails, audit trails, and organizational policies that maintain quality and accountability.
Guide for Vercel AI SDK v5 implementation patterns including generateText, streamText, useChat hook, tool calling, embeddings, and MCP integration. Use when implementing AI chat interfaces, streaming responses, tool/function calling, text embeddings, or working with convertToModelMessages and toUIMessageStreamResponse. Activates for AI SDK integration, useChat hook usage, message streaming, or tool calling tasks.
App Intents framework for Siri, Shortcuts, Spotlight, Action Button, and system integration. Use when user asks about Siri, Shortcuts, App Intents, voice commands, Action Button, or system integration.
Use the Google Gemini CLI to get a second opinion on code, architecture, and UI/UX work. Trigger when a user asks to consult Gemini, wants an external critique, or requests UI feedback, design alternatives, or code review via the Gemini CLI.
Run and interpret the File API vs Inline benchmark for Gemini performance testing. Use when discussing performance optimization, caching strategies, or comparing document upload approaches.
Index of AI agent skills and how to use them when implementing features in this repo.
Coordinate multiple specialized agents through systematic planning, dependency mapping, and quality gate enforcement for complex multi-domain tasks.
Acelera a criacao e manutencao de skills do Claude. Automatiza o scaffolding de pastas, validacao de metadados YAML e empacotamento ZIP correto.
Claude Code 스킬 생성 및 관리. 스킬 구조, 트리거, 훅, skill-rules.json 작업을 다룹니다.
Intelligent learning system optimizer that analyzes session patterns, identifies improvement opportunities, and continuously enhances Alfred's performance through adaptive learning and knowledge optimization. Use when optimizing Alfred's behavior, analyzing session patterns, improving system performance, or when implementing adaptive learning capabilities.
Provides prompt engineering best practices for agentic workflows with modern language models. This skill should be used when users need help writing system prompts, improving agent behavior, controlling output formatting, optimizing tool usage patterns, or setting up long-horizon reasoning tasks. Triggers on requests like "write a prompt", "improve agent behavior", "make agent more proactive", "control verbosity", or "setup agentic workflow".
Facilitates creative ideation sessions for mobile and web app features, generating structured ideas with user stories, technical considerations, and implementation suggestions. Use when planning new features, exploring product direction, generating app ideas, feature discovery, product brainstorming, or when user mentions 'brainstorm', 'ideate', 'app ideas', or 'feature suggestions'.
Structured workflow for co-authoring documentation, specs, proposals, and decision docs. Use when user wants to write docs, create specs, draft proposals, or similar structured content.
Generate Power Automate flows from natural language. Reads connector schemas from work repo, outputs deployable solution files. USE WHEN user says 'create flow', 'power automate', 'automate workflow', or describes a business process to automate.
AI-driven frontend development with live browser preview and visual verification. Use when building web UIs (dashboards, landing pages, web apps), when previewing/testing frontend code, when researching web designs for inspiration, or when the user wants AI to "see" what it built. Works on Windows/Mac/Linux. Enables semantic navigation, screenshot verification, and design research.
reverse engineering the codebase to answer user's question. Use this skill whenever a user submits a question.
Universal guide for creating production-ready Claude Code skills for any project. Includes 6-step workflow (understand, plan, initialize, edit, package, iterate), progressive disclosure design, YAML frontmatter templates, validation scripts, reference organization patterns, and 10 community-proven innovations. Use when creating new Claude Code skills, converting documentation to skills, improving existing skills, or learning skill development best practices for any domain.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Create new Claude Code skills following project patterns and best practices. Use when building new skills, extracting reusable capabilities, or converting commands to skills.
Expert guidance for creating Opencode slash commands. Use when working with slash commands, creating custom commands, understanding command structure, or learning YAML configuration.