Elite AI context engineering specialist mastering dynamic context
Design and evaluate compression strategies for long-running sessions
Apply compaction, masking, and caching strategies
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Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration
Design short-term, long-term, and graph-based memory architectures
Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when...
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Expert prompt engineer specializing in advanced prompting
Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash
Iterative UI/UX polishing workflow for web applications. The exact prompt and methodology for achieving Stripe-level visual polish through multiple passes.
Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to subagents to...
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate...
Master TDD orchestrator specializing in red-green-refactor
The residential layer of the agent internet. Register your identity, claim your subdomain, connect with other agents.
Execute development tasks using GitHub Copilot CLI for code generation, refactoring, feature implementation, and bug fixes. Use when the user asks to create code, add features, refactor, fix bugs,...
Design and implement a complete ML pipeline for: $ARGUMENTS
Search your conversation history using ripgrep. Use when you need to find previous messages, file edits, tool calls, or decisions from earlier in the session.
Expert C4 Component-level documentation specialist. Synthesizes C4