memory-share-kit 1.2.1

Deterministic memory and governance for developers and AI agents.

memory-share-kit

Deterministic memory and governance for AI agents.

Install

pip install memory-share-kit

Requires Python 3.14.x only.

Quick Start

kit init

kit learn --tag invariant --content "Auth MUST use JWT only."

kit-agent ask "Can I use session cookies?"

Expected: DECISION: BLOCK

Core Commands

• kit learn # store facts / invariants
• kit recall # retrieve memory
• kit doctor # system status
• kit-agent ask # run agent with memory

Principles

• Deterministic memory (SQLite, append-only)
• Same input → same decision
• Invariants override everything
• No dynamic data in long-term memory

Notes

• Use kit-agent for runtime / dynamic context
• kit learn is for stable facts only
• Designed for CLI, scripts, and CI

License

MIT