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io.github.ANAMIZED/lrsi

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Local recursive self-improvement OS MCP with fail-closed governance and gated mutation tools.

Source code Website Documentation

Install

The installation steps are in the documentation below. Documentation

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. LRSI
  2. Surfaces
  3. Quick Start
  4. Design principles
  5. License

LRSI

LRSI (Local Recursive Self-Improvement) — Autonomous Agentic Operating System

Sovereign, closed-loop system on dual Blackwell hardware. Built on the open LRSI Runtime Core (marcuszimmermann365/IRSI). Every mutation is forced through a fail-closed boundary and append-only event trail.

Support Agentic OS Kernels ($99) · Agentic OS Cycle ($0.75) · Public Goods Support

Non-custodial USDC (preferred for agents)
NetworkAddress
Base / Ethereum0xD3d0E9eDAe3Ac7bb199a8EAA761BdA423b878438
SolanaETQwWf19axArsY493UfC6bxe2BmEzmzvCb58PPnC38A

Related: rui · server-os · openmesha · OpenGOS

Surfaces

SurfaceEntry
CLIlrsi status / lrsi workflow / lrsi mutate / lrsi audit
SDKfrom lrsi.sdk import LRSIClient
REST APIlrsi-api → http://localhost:8080/docs
MCP Serverlrsi-mcp
Multi-agentimprover → evaluator → council + skills/multi-agent-workflow/
CI.github/workflows/ci.yml
Verifybash scripts/verify.sh

Quick Start

pip install -e ".[dev,mcp,api]"
bash scripts/verify.sh
lrsi-api

Design principles

  1. Fail closed
  2. Every mutation through the LRSI boundary
  3. Event-sourced audit trail
  4. Evidence-gated promotion
  5. Multi-surface (CLI · SDK · API · MCP · workflows)

License

Apache-2.0

Frequently asked questions

What is io.github.ANAMIZED/lrsi?

Local recursive self-improvement OS MCP with fail-closed governance and gated mutation tools.

How do I install io.github.ANAMIZED/lrsi?

Follow the installation steps in its documentation, shown on this page and in its repository.

Is io.github.ANAMIZED/lrsi open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains io.github.ANAMIZED/lrsi?

It is published by ANAMIZED. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.