Apply XP practices including pair programming, ensemble programming, continuous integration, and sustainable pace. Use when implementing agile development practices, improving team collaboration,...
Apply Davidson & Rees-Mogg's Sovereign Individual framework for understanding the transition from industrial nation-states to digital autonomy. Use when analyzing geopolitical shifts, planning...
Create standalone debugging interfaces that reveal the internal workings of complex systems through interactive visualization. Use when the user wants to understand how something works, debug...
Outseta is an all-in-one operating system for SaaS founders, combining CRM, authentication, billing, and customer support into a single platform. It is designed to handle the "business logic" of a...
Designs and validates digital filters in MATLAB. Use when cleaning up noisy signals, removing interference, filtering signals, designing FIR/IIR filters (lowpass/highpass/bandpass/bandstop/notch),...
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
Wiring Verification
Wiring Verification
Guide model fine-tuning processes for customized AI performance
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Financial management system for AI Agents - pay for services, manage wallet, request funds
Use when you've identified candidate symmetries and need to map them to mathematical groups for architecture design. Invoke when user mentions cyclic groups, dihedral groups, Lie groups, SO(3),...
Structured reasoning for architectural decisions using First Principles Framework (Quint Code). Orchestrates ADI cycle (Abduction→Deduction→Induction→Audit→Decision) with evidence tracking and...
Azure DevOps Wiki management skill. Use when working with Azure DevOps wikis for: (1) Creating and organizing wiki pages - provisioned or code-as-wiki, (2) Markdown formatting - TOC, Mermaid...
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Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.