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Memorine
by
osvfelices
· GitHub ↗
· v0.1.0
· MIT-0
277
Downloads
1
Stars
2
Active Installs
1
Versions
Install in OpenClaw
/install memorine
Description
Human-like memory for AI agents. Facts, events, procedures, contradiction detection, forgetting curve, and cross-agent sharing. Pure Python + SQLite.
Usage Guidance
This skill appears coherent for a local Python+SQLite memory MCP server, but you should: (1) verify the package source (pip/uv vs the GitHub repo) before installing; (2) inspect the package code on the referenced GitHub/PyPI to confirm the 'per-agent namespace' enforcement; (3) be aware it will create ~/.memorine/memorine.db (ensure filesystem permissions and backups meet your privacy needs); (4) treat optional embeddings/ui extras as larger installs (models/deps) and only install them if needed; (5) if you have strict isolation requirements, run the MCP server in a constrained environment (dedicated user, container, or VM) so agent processes cannot access other sensitive files.
Capability Analysis
Type: OpenClaw Skill
Name: memorine
Version: 0.1.0
The 'memorine' skill provides a local, SQLite-based memory management system for AI agents, featuring fact retention (Ebbinghaus forgetting curve), event logging, and procedure tracking. All data is stored locally in '~/.memorine/memorine.db', and the skill lacks any indicators of data exfiltration, malicious execution, or prompt injection attempts in its SKILL.md or README.md files.
Capability Assessment
Purpose & Capability
Name/description, required binaries (python3), and declared MCP tools align with a local Python-based memory service. No unrelated credentials, binaries, or config paths are requested.
Instruction Scope
SKILL.md limits activity to running an MCP server and storing data in ~/.memorine/memorine.db. It does not instruct reading other system files or network exfiltration. However the service creates and uses a shared DB file (by default in the user's home) — that is expected for cross-agent sharing but is a privacy/persistence surface you should consider (permissions, backups, who can read the file).
Install Mechanism
Install spec uses an 'uv' package installer entry (and README shows pip install memorine). This is not a download-from-arbitrary-URL install; it expects a standard Python package. The slight mismatch (uv vs pip) is minor but worth confirming which install path will be used in your environment.
Credentials
No environment variables or external credentials are requested, which is proportionate to a local-memory tool. The main resource access is the filesystem (the DB file). Ensure the claim that agents can only modify their own namespace is actually enforced by the package if you rely on it for isolation.
Persistence & Privilege
The skill is not always-enabled and does not request elevated system privileges. It will install a binary/module and create a persistent DB in the user's home directory — expected for a memory service but represents persistent storage the agent can use.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install memorine - After installation, invoke the skill by name or use
/memorine - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
- Initial release of Memorine for OpenClaw agents with persistent, human-like memory.
- Supports fact storage, contradiction detection, forgetting curve, events and procedures tracking, and cross-agent sharing.
- Provides 14 MCP tools for storing, recalling, and sharing knowledge, logging events, tracking procedures, and more.
- Pure Python and SQLite; no external services or Docker required.
- Optional semantic search: enable meaning-based search by installing `memorine[embeddings]`.
- Ensures each agent can only modify its own data for security.
Metadata
Frequently Asked Questions
What is Memorine?
Human-like memory for AI agents. Facts, events, procedures, contradiction detection, forgetting curve, and cross-agent sharing. Pure Python + SQLite. It is an AI Agent Skill for Claude Code / OpenClaw, with 277 downloads so far.
How do I install Memorine?
Run "/install memorine" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memorine free?
Yes, Memorine is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Memorine support?
Memorine is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memorine?
It is built and maintained by osvfelices (@osvfelices); the current version is v0.1.0.
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