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.
1 maintainer
Metadata
1 maintainer
Release files for organum 0.3.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| organum-0.3.2.tar.gz | 299.7 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| organum-0.3.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 520.2 kB
Release files / organum-0.3.2.tar.gz
| Download URL | organum-0.3.2.tar.gz |
|---|---|
| Size | 299.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
c0db193e31d537abe2cb276283112c278e3b80e623f9bfdfa88a0fc1f5625337
|
|
BLAKE2b-256 checksum How to use checksums |
f1532b710e1363fb44eb5f95242ca747765caeaa3da4f7fe44e9adbe3356b584
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.14.6
|
Release files / organum-0.3.2-py3-none-any.whl
| Download URL | organum-0.3.2-py3-none-any.whl |
|---|---|
| Size | 220.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
0004417ff77b843ac9652d6cf630260593bc4d30bdef681098daa9c85b63d782
|
|
BLAKE2b-256 checksum How to use checksums |
cdcad1947914fc1edaa40573d43d9507a1ca48399422595cbf60f163a4130591
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.14.6
|
