KartikLabhshetwar

Mem0 Platform SDK for adding persistent memory to AI applications. TRIGGER when: user mentions "mem0", "MemoryClient", "memory layer", "remember user preferences", "persistent context", "personalization", or needs to add long-term memory to chatbots, agents, or AI apps. Covers Python SDK (mem0ai), TypeScript SDK (mem0ai), and framework integrations (LangChain, CrewAI, OpenAI Agents SDK, Pipecat, LlamaIndex, AutoGen, LangGraph). Also covers the open-source self-hosted Memory class. This is the DEFAULT mem0 skill for ambiguous queries. DO NOT TRIGGER when: user asks about CLI commands, terminal usage, or shell scripts (use mem0-cli), or Vercel AI SDK / @mem0/vercel-ai-provider / createMem0 (use mem0-vercel-ai-sdk).

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework-specific patterns.

Detect and fix AI design slop — the convergent look that shows up across AI-generated landing pages and dashboards (purple/indigo gradients, rounded-2xl everywhere, three-box feature grids, bento dashboards, aspirational-but-empty hero copy, etc.). Use this skill whenever the user asks Claude to build/generate/mock up a landing page, dashboard, or SaaS UI, OR when the user shares an existing design (screenshot, URL, code, Figma link) and asks for critique, feedback, "does this look AI-generated?", or "make this less generic." Trigger even if the user does not use the word "slop" — phrases like "build me a hero section," "this looks AI-made," "why does this look like every other SaaS page," or "make this feel more custom" all qualify. Prefer this skill over general design-critique when the concern is specifically convergence, sameness, or AI-generated feel.

Emil Kowalski's animation best practices for web interfaces. Use when writing, reviewing, or implementing animations in React, CSS, or Framer Motion. Triggers on tasks involving transitions, easing, gestures, toasts, drawers, or motion.