Main application building orchestrator. Creates full-stack applications from natural language requests. Determines...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Master API documentation with OpenAPI 3.1, AI-powered tools, and
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when...
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not...
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in...
Build production-ready LLM applications, advanced RAG systems, and
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and...
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works...
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use...
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers...
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture,...
Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and...
This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync",...
Manage stakeholder expectations and engagement through targeted communication, regular updates, and relationship...
ERC-8004 Trustless Agents - Register, discover, and build reputation for AI agents on Ethereum. Use when registering...
Step-by-step problem solving with detailed explanations. Uses structured approach (Identify, Plan, Execute, Verify)...
Physics subject expertise for study notes, problem-solving, and explanations. Covers mechanics, electromagnetism,...
Mathematics subject expertise for study notes, problem-solving, and explanations. Covers algebra, calculus,...
Create flashcards for spaced repetition learning, compatible with Anki import. Supports basic cards, cloze...
Economics subject expertise for study notes, problem-solving, and explanations. Covers microeconomics,...
ELI5-style explanations with analogies and multiple examples. Explains concepts at different levels (ELI5, high...
Pattern for progressively refining context retrieval to solve the subagent context problem