Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks...
Orchestrates parallel API instances, delegated sub-tasks, and multi-agent workflows with streaming and tool-enabled...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X",...
Extract keywords from documents using YAKE algorithm with support for 34 languages (Arabic to Chinese). Use when...
Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources...
Creates Skills for Claude. Use when users request creating/updating skills, need skill structure guidance, or...
Generate optimized instructions for Claude (Project instructions, Skills, or standalone prompts). Use when users...
Convenes expert panels for problem-solving. Use when user mentions panel, experts, multiple perspectives, MECE,...
You MUST use this before any creative work - creating features, building components, adding functionality, or...
Prevent feature creep when building software, apps, and AI-powered products. Use this skill when planning features,...
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web...
Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure...
Help users communicate more effectively in writing. Use when someone is drafting memos, emails, strategy docs,...
Help users write effective specs and design documents. Use when someone is creating technical specs, feature specs,...
Help users write effective PRDs. Use when someone is documenting product requirements, preparing specs for...
Help users define their North Star metric. Use when someone is choosing their primary success metric, trying to...
Help users write effective job descriptions. Use when someone is creating a job posting, defining a new role,...
Help users apply the working backwards methodology. Use when someone is defining a new product, writing a PR/FAQ,...
Help users build software using AI coding tools. Use when someone is using AI to generate code, building prototypes...
Help users design effective product onboarding. Use when someone is creating first-user experiences, trying to...
Help users conduct effective usability testing. Use when someone is planning user tests, designing prototype...
Help users create technical roadmaps. Use when someone is planning engineering work, prioritizing tech debt,...