← Browse tools

Agent frameworks

Ouroboros Agent OS

Immutable Seed contract plus replayable ledger and staged evaluation, treating SDD as an execution contract around otherwise non-deterministic agents.

5,937 stars

Overview

Research summary

Ouroboros provides a local-first runtime layer around existing coding agents. Its specification-first pipeline interviews the user to expose ambiguity, crystallizes the result into a Seed contract, executes through supported runtimes, records actions and decisions in a durable ledger, evaluates the result through staged checks and can iterate under explicit budgets. The Seed is intended to lock intent before coding so the execution agent cannot silently redefine success, while MCP and runtime adapters allow the same process to operate through Claude Code, Codex, OpenCode, Gemini, Kiro, Copilot and other hosts.

The core is Python with separate terminal/UI components and is published under MIT.

Repository summary

Stars
5,937
Open issues
103
Last push
2026-09-15
Commits, 90 days
Unavailable
Repository activity
Not scored
Version
0.54.4

Recorded catalogue figures. View repository data and provenance →

Classification

Pricing & services

Paid services unknown

Whether the provider offers paid products or services has not been established.

Licence scope

Implementation

Recorded implementation details and interfaces for Ouroboros Agent OS.

Implementation details

Python Agent OS core with MCP/runtime adapters and native terminal components

Languages
Python
Repository type
source

Recorded interfaces and capabilities

Licence scope

Repository

Repository snapshots, release information and recorded maintenance signals.

Repository snapshot

Q00/ouroboros ↗

Stars
5,937
Open issues
103
Last push
2026-09-15
Commits, 90 days
Unavailable
Repository activity
Not scored
Archived
No

Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).

Release information

Current version
0.54.4
Version source
github-release
Version scope
Q00/ouroboros
Version recorded
2026-09-16
Latest release tag
v0.54.4
Release published
2026-09-13
Default branch
main

Maintenance and provenance

Catalogue snapshot
2026-10-06
Repository metrics recorded
2026-09-16
Stars source
GitHub snapshot
Last push source
GitHub snapshot
Repository metrics stale
No
Snapshot repository
Q00/ouroboros

Documentation

Recorded references and research provenance for this entry.

Recorded sources 4

Research metadata

Research date
2026-09-16
Catalogue snapshot
2026-10-06
Repository metrics recorded
2026-09-16

Community & social 1 channels

Communities