skill-writing
Creates effective Claude Code skills following best practices. Use when the user asks to create a skill, write a SKILL.md, or needs help authoring agent instructions.
Essential command-line tools and system utilities.
Creates effective Claude Code skills following best practices. Use when the user asks to create a skill, write a SKILL.md, or needs help authoring agent instructions.
Build persistent project knowledge using checkpoint/recall. Activates when fixing bugs, making decisions, or investigating past work. Creates automatic knowledge base through systematic checkpointing and semantic recall.
Solve complex multi-constraint problems through systematic web search using multiple engines with adaptive strategies.
Amazon Bedrock AgentCore deployment patterns for production AI agents. Covers starter toolkit, direct code deploy, container deploy, CI/CD pipelines, and infrastructure as code. Use when deploying agents to production, setting up CI/CD, or managing agent infrastructure.
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.
Master orchestrator for autonomous coding projects. Use when starting autonomous projects, continuing sessions, checking status, or running complete autonomous workflows.
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.
Observes development patterns and suggests automations. Use when reviewing learnings, analyzing patterns, creating automations, or when asked about repeated tasks, workflow optimization, pending suggestions, or what has been learned. Auto-creates skills and hooks after 3 occurrences of a pattern.
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.