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How toon-memory Makes Your AI Agent Smarter

AI coding agents forget everything between sessions. Every time you start a new session, the agent starts from scratch:

  • “Why did we choose X over Y?”
  • “What was that bug fix again?”
  • “What patterns does this project use?”

Frustrating

You have to explain the same context every session

Wasteful

Agent spends time re-learning instead of coding


toon-memory provides persistent memory that survives restarts. It stores your decisions, patterns, bugs, and knowledge in a token-efficient format.

Efficient

Agent remembers everything automatically

Fast

Instant recall, no re-learning needed


Session 1:

User: “We use Zod for validation”
Agent: “Got it!”

Session 2 (new session):

User: “What validation library do we use?”
Agent: “I don’t know, let me check the code…”

Session 1:

User: “We use Zod for validation”
Agent:memory_remember(category=“pattern”, key=“validation”)
Saved: pattern/validation

Session 2 (new session):

User: “What validation library do we use?”
Agent:memory_recall(query=“validation”)
[pattern] validation — We use Zod for validation


0
% fewer repeated questions
0
x faster onboarding
0
% consistent patterns
0
lost context

Terminal window
npm install -g toon-memory
npx toon-memory