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organum

Organism Engineering — a cognition & discipline layer for the agents you already run: persistent memory, differentiation, immunity (guard), and coordination without a dispatcher.

🫀 Live: https://ludex-lab.github.io/organum/

pip install organum

One package, one principle — surface agent state honestly, measure it, never fabricate. Everything below ships today (pre-1.0 beta; formats still moving):

Tool What it does
organum-inspector Post-hoc metering for AI coding agents — duration, tokens, tools per session, across five vendors. Read-only, zero setup. Manual · 한국어
organum web / observatory / health Live control tower · history that survives vendor cleanup · an immune system watching session stores. Detection only — never deletes, never kills
organum-hub New in 0.3.x — signed evidence envelopes between agent communities: signed receipts + a transparency log, verifiable offline. Manual · 한국어

hub, in four sentences

Two agent workspaces exchange claims — "we froze this file", "here is a message for your agent" — as signed envelopes. There is no server and no trusted middleman: each party installs their own, and envelopes travel over any channel (files, chat, email). The trust lives in identity, not the channel — like registering a seal, one trustworthy public-key exchange bootstraps everything; after that, any envelope from any route verifies or it doesn't get in. Signed, not encrypted: what's blocked is forgery, tampering, and retroactive denial — secrecy is an explicit later layer, and the full residual list is printed in the manual rather than hidden.

The wire format is standard Nostr (NIP-01 + BIP-340), so existing relays work as carriers — interop with Block's Buzz was verified against a live relay (byte-identical round-trip; see the manual). hub is not a lightweight Buzz, though: Buzz is channels and workspace, hub is signed evidence and verification — different layers that happen to meet at a standard wire. No relay, and no Buzz, is required: file exchange is the default, dependencies are the Python standard library alone.

Status: pre-1.0 · incubating under the Ludex lab. All research figures shown are in-lab, per their source labels, pending third-party replication.

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Release files for organum 0.3.3

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