ouroboros

About ouroboros

English | 한국어 ◯ ─────────── ◯ O U R O B O R O S ◯ ─────────── ◯ Stop prompting. Start specifying. Agent OS for replayable, specification-first AI coding workflows Quick Start · Why · Results · How It Works · Commands · Philosophy Turn a vague idea into a verified, working codebase -- across Claude Code, Codex CLI, OpenCode, and Hermes. Ouroboros is an Agent OS for AI coding: a local-first runtime layer that turns non-deterministic agent work into a replayable, observable, policy-bound execution contract. It replaces ad-hoc prom

agent-os agentic-ai ai-agent ai-coding-agent claude-code cli codex coding-agent deepseek deepseek-harness

Quick Facts

Stars	5,634
Forks	563
Language	Python
Category	MCP Server
License	MIT
Quality Score	63.908499074732/100
Open Issues	70
Last Updated	2026-08-23
Created	2026-01-14
Platforms	claude-code, cli, codex, gemini, mcp, python
Est. Tokens	~18k

Compatible Skills

These tools work well together with ouroboros for enhanced workflows:

adversarial-spec — semantic(0.38)+complementary+same_lang+similar_pop+shared_platform (58%)
skills_collection — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (56%)
Continuous-Claude-v3 — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (54%)
awesome-claude-code-plugins — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (54%)
yunshu_skillshub — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)

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Frequently Asked Questions

What is ouroboros?

ouroboros is Agent OS: the agent gets smarter on its own. We just hold the line: the grading command and expected result never make it into the success contract we hand it. Interview-gated, staged evaluation, budg. It is categorized as a MCP Server with 5.6k GitHub stars.

What programming language is ouroboros written in?

ouroboros is primarily written in Python. It covers topics such as agent-os, agentic-ai, ai-agent.

How do I install or use ouroboros?

You can find installation instructions and usage details in the ouroboros GitHub repository at github.com/Q00/ouroboros. The project has 5.6k stars and 563 forks, indicating an active community.

What license does ouroboros use?

ouroboros is released under the MIT license, making it free to use and modify according to the license terms.

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