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ouroboros

Q00 · Q00/ouroboros

Hệ thống quy trình agent tự cải thiện với các tác vụ được kiểm soát qua phỏng vấn và chấm điểm mơ hồ.

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, Copilot, Kiro and more.

6.2k sao623Giấy phép: MITCập nhật 11 ngày trước0 lượt mở

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  • Chạy các tác vụ lập trình phức tạp đòi hỏi tự đánh giá và lặp lại nhiều lần
  • Tự động hóa quy trình YouTube hoặc mạng xã hội với các luồng tư vấn song song
  • Quản lý yêu cầu dự án bằng cách sử dụng sổ cái mơ hồ để giảm bớt sự không chắc chắn của tác vụ

Kiểm tra an toàn

Cẩn thận

Dùng được, nhưng nên đọc ghi chú trước.

  • ●Có cụm từ thường dùng trong tấn công prompt injection (có thể chỉ là tài liệu nói về nó). Đọc file trước khi cài.skills/auto/SKILL.md
  • ●Trình cài đặt tải script từ xa và chạy thẳng bằng shell.scripts/install.sh

Quét tự động các file trong repo. Luôn xem lại code trước khi chạy.

Trích từ README

English | 한국어 | 简体中文

◯ ─────────── ◯

O U R O B O R O S

◯ ─────────── ◯

It gets smarter on its own. We just hold the line.

Skip the prompt engineering. The agent runs, fails, and gets smarter every generation. The grading command and expected result never make it into the success contract we hand it.

The Agent OS for replayable AI coding workflows

Quick Start · Why · Results · How It Works · Commands · Philosophy · Guide

# macOS / Linux / WSL 2
curl -fsSL https://raw.githubusercontent.com/Q00/ouroboros/main/scripts/install.sh | OUROBOROS_INSTALL_REF=readme-hero bash
# Windows (PowerShell) — no Python needed; installs Git and uv for you
irm https://raw.githubusercontent.com/Q00/ouroboros/main/scripts/install.ps1 | iex

One command installs it. Then run ooo setup once inside your coding agent — details in Quick Start.

Separate runs, separate hosts. Different tasks on purpose — the engine is what is shared, not the prompt

Terminal CLI — a task-management CLI: ouroboros init start asking about ordering and scope, then reporting an ambiguity score ChatGPT (Codex) — called as an integration, on a video-publishing harness: the interview, its advisory lanes, and the ambiguity ledger Claude Code — a YouTube automation task, with the six advisory lanes running in parallel before the interview submits

Hermes (Discord) — a kart-racing game, run as a chat bot, ending at Final ambiguity: 0.15 DeepSeek Harness — an OSS-trend outreach script, driven from a dsh chat: mcp__ouroboros__ouroboros_interview turn by turn, fan-out results submitted between rounds Kiro — the Kiro CLI running the Ouroboros interview flow, turning a vague request into a structured, testable Seed

Turn a vague idea into a verified, working codebase -- across Claude Code, Codex CLI, OpenCode, Hermes, Gemini, Kiro, Copilot, Pi, OMP, Zcode, Goose, GJC, Antigravity, and Grok.

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 prompting with a structured specification-first workflow: interview, crystallize, execute, evaluate, evolve.


The Ouroboros Agent OS Stack

Like any OS, Ouroboros is split into a stable OS layer of primitives, an application layer of domain workflows, and a shell that humans actually sit in front of. Three repos, one stack:

LayerRepoRoleWhat it gives you
Shell (terminal client)Ouro-labs/ourocodeNative terminal UI for running ooo workflows across Claude / Codex / Gemini CLIs in one sessionTUI, wonderTool decision pickers, MCP pane state, command discovery
Apps (domain workflows)Ouro-labs/ouroboros-pluginsUserLevel plugin contract — composes core primitives into installable domain programs (PR ops, Jira sync, incidents, releases)Plugin manifest, scoped permissions, audit/provenance, reference plugins
OS (this repo)Q00/ouroborosAgent OS core — Seed, Ledger, Runtime, MCP, safety boundariesooo commands, spec-first workflow engine, multi-runtime adapter

How they connect:

  ourocode  ──►  ooo / ouroboros-plugins  ──►  ouroboros core (Seed · Ledger · MCP · Runtime)
   shell             user-level apps                        kernel
  • The kernel (ouroboros) owns the contract: every action becomes a Seed-bound, ledger-recorded, replayable event — regardless of which LLM executes it.
  • Plugins (ouroboros-plugins) declare scoped capabilities against that contract, so domain workflows (review a PR, triage a Linear ticket, run a release) stay auditable and policy-bound instead of being one-off prompts.
  • Ourocode is the terminal shell: it surfaces MCP state, interview questions, and wonderTool decisions as first-class TUI elements, so you can drive the OS without leaving the keyboard or switching between CLIs.

Use ouroboros alone with any supported CLI, layer plugins on for domain workflows, or install ourocode when you want a unified terminal cockpit.

Disclaimer. The Ouroboros project and community are not affiliated with any cryptocurrency, token, memecoin, or trading community — including, but not limited to, any "ouroboros" tickers on pump.fun or other launchpads. This is an open-source developer tool. We do not issue, endorse, or hold any coins. Any token claiming association with this project is unauthorized.

Naming note. A separate, unaffiliated open-source project also uses the name "Ouroboros" — Anton Razzhigaev's self-modifying, autonomous-memory agent at github.com/razzant/ouroboros. No shared code, no relationship. This project locks a specification before executing rather than rewriting its own architecture; if you're looking for the latter, that's the other one.


Why Ouroboros?

Most AI coding fails at the input, not the output. The bottleneck is not AI capability -- it is human clarity.

ProblemWhat HappensOuroboros Fix
Vague promptsAI guesses, you reworkSocratic interview exposes hidden assumptions
No specArchitecture drifts mid-buildImmutable seed spec locks intent before code
Manual QA"Looks good" is not verification3-stage automated evaluation gate

Quick Start

Install — one command, everything auto-detected:

Xem mã nguồn trên GitHub