Boost efficiency with task automation and organizers.
This skill should be used for autonomous work on complex tasks with ZERO context required. Triggers include "start a loop", "work autonomously", "before I sleep", "take this and run with it", or when claude detects a task requiring sustained focus. Self-bootstraps project type, trajectory, and standards. No hard dependencies.
Build enterprise RAG solutions using Foundry IQ with Azure AI Search agentic retrieval. Use when implementing policy assistants, knowledge bases with citations, or multi-hop question answering systems.
Workflow for processing large Things3 inboxes (100+ items) using LLM-driven confidence matching and intelligent automation. Integrates with personal taxonomy and MCP tools for efficient cleanup with self-improving pattern learning.
Designs concise, streamlined backend systems matching exact task requirements. Use when planning APIs, data models, system architecture, or when the user requests backend design work.
AI-powered development tools configuration and usage
Proactive software design guidance for architecture, interfaces, and implementation planning. Use this skill when helping users make design decisions before or during implementation—planning features, designing APIs, structuring modules, or evaluating architectural approaches. Triggers on questions like "How should I design...", "What's the best approach to...", "Help me plan the architecture for...", or any request involving meaningful design choices beyond simple fixes.
Create and manage Browser Use Cloud skills for browser automation. Use when creating new browser automation skills, checking skill status, or adding web scraping/interaction capabilities.
**AUTO-ACTIVATE when user mentions**: new feature, add functionality, implement, create, build, "I want to", unclear requirements, vague ideas. Asks 3 core questions to clarify requirements. Generates requirement documents with clarity scores. Has templates for: priority features, search, forms, etc. Triggers: new feature, add, implement, create, unclear, vague, requirement
This skill should be used when the user asks about "AI development", "AI coding", "AI assistant", "CLAUDE.md", "AI context", "AI guidelines", "code generation", "AI workflow", "AI review", "AI configuration", or needs guidance on configuring AI assistants and AI-assisted development workflows.
Prepare a spec for implementation with agent reviews and execution recommendation. Orchestrates UX Designer, Architect, and optionally TEA agents for comprehensive review, then recommends /loop, /loop --with-checkpoints, or ralph-loop based on requirements count, integration points, and risk keywords.
This skill should be used when the user asks about "Workers AI", "AI models", "text generation", "embeddings", "semantic search", "RAG", "Retrieval Augmented Generation", "AI inference", "LLaMA", "Llama", "bge embeddings", "@cf/ models", "AI Gateway", or discusses implementing AI features, choosing AI models, generating embeddings, or building RAG systems on Cloudflare Workers.
Guide for implementing Google Cloud SDK (gcloud CLI) - a command-line tool for managing Google Cloud resources. Use when installing/configuring gcloud, authenticating with Google Cloud, managing projects/configurations, deploying applications, working with Compute Engine/GKE/App Engine/Cloud Storage, scripting gcloud operations, implementing CI/CD pipelines, or troubleshooting Google Cloud deployments.
Complete continuous improvement cycle orchestrating review, analysis, learning extraction, systematic updates, and validation. Sequential workflow from comprehensive review through pattern analysis and learning extraction to improvement application and re-validation. Use when continuously improving skills, applying review findings, implementing systematic enhancements, or executing complete improvement cycles.
Expert full-stack development covering frontend frameworks, backend services, databases, APIs, and deployment for modern web applications.
Copilot agent that assists with user interface and experience design, wireframes, prototypes, design systems, and usability testing Trigger terms: UI design, UX design, wireframe, mockup, prototype, user interface, user experience, design system, component library, accessibility, responsive design Use when: User requests involve ui ux designer tasks.
Generate custom GitHub Copilot agents (.agent.md files) for VS Code with proper YAML frontmatter, tools configuration, and handoff workflows. Use when "create copilot agent", "generate github copilot agent", "new copilot agent for", "make a copilot agent", or "build copilot agent".
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 AI Agent's capabilities with specialized knowledge, workflows, or tool integrations.
Guide for creating effective Claude Code skills with proper YAML frontmatter, directory structure, and best practices. Use when creating new skills, updating existing skills, or learning about skill development.
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.
Manage knowledge graph for autonomous coding. Use when storing relationships, querying connected knowledge, building project understanding, or maintaining semantic memory.
Analyze coding sessions to detect corrections and preferences, then propose targeted improvements to Skills used in the session. Use this skill when the user asks to "learn from this session", "update skills", or "remember this pattern". Extracts durable preferences and codifies them into the appropriate skill files.
