Deterministic memory and governance for developers and AI agents.
Project description
📦 memory-share-kit
A lightweight cognitive runtime CLI for persistent memory + tool-driven reasoning.
⚡ Install
pip install memory-share-kit
🚀 Quick Start
kit init
Creates local brain storage:
.kit/
local_brain.db
config.json
🧠 Ask the system
kit-agent ask "What is your memory structure?"
🧾 Store memory
kit learn --tag decision "Use WAL mode for deterministic writes"
Tags:
- invariant
- decision
- friction
- preference
- note
- legacy
- skill
- pattern
- hypothesis
🔍 Recall
kit recall
or
kit search "router failure"
🧪 Debug (dev only)
kit doctor
🛡 Verify integrity
kit-vantage verify-memory
🧠 Core Principle
- Runtime is truth
- CLI is interface
- Memory is persistent
- Verification is external (Vantage)
⚙️ Philosophy (1 line)
No repo knowledge required. Only runtime matters.
🧩 Commands summary
kit init
kit-agent ask
kit recall
kit search
kit learn
kit doctor
kit-vantage verify-memory
📌 Version
v1.2.4-sealed
Release history Release notifications | RSS feed
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