Claude Loop Interface
Claude Loop Interface
Your work sessions shouldn't start from zero.
Memory Agent observes your work in real-time, compresses context using AI, and instantly hands off everything to your next session — so you pick up exactly where you left off.
Features
Beyond Passive Memory
The system routes tasks across multiple LLM vendors (Claude, GPT-5, Gemini, xAI) to optimize for cost, latency, and task fit — no single point of failure, no vendor lock-in.
Alignment Control
Keeps you on track: the agent detects when you drift from your stated goals and nudges you back without breaking your flow. No more 2-hour rabbit holes that lead nowhere.
Idea Generation Loops
Turn your accumulated context into active creativity. The system spots patterns across sessions, surfaces connections you missed, and suggests new directions based on everything you've explored before.
The Dashboard
Gives you a bird's-eye view: session summaries, goal completion rates, iteration history, and a backlog of AI-generated ideas waiting for your attention.