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.

agent-os agentic-ai ai-agent ai-coding-agent claude-code cli codex coding-agent deepseek developer-tools

Quick Facts

Stars	6,248
Forks	630
Language	Python
Category	MCP 服务器
License	MIT
Quality Score	64.9790483497412/100
Open Issues	104
Last Updated	2026-10-19
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: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, . It is categorized as a MCP 服务器 with 6.2k 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 6.2k stars and 630 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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