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Q00/ouroborospublicPythongithub.com/Q00/ouroboros
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ouroboros

Agent OS: Stop prompting. Start specifying.

AI AGENTSAI AGENTAGENT OSLLM ORCHESTRATIONLLM RUNTIMEPYTHONTRENDING #180
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// OWNER · Q00 · REPO SNAPSHOT

github.com/Q00

Q00

Agent OS: Stop prompting. Start specifying.

GitHubQ00
STARS5,124+209 · 7d
FORKS514+0 · 7d
CONTRIBUTORS0maintainer graph thin
OPEN ISSUES · PRS51· 0 
LICENSE—no license file
LANGUAGEPython 
FOUNDED—
LOCATION—
MEMBERS—
PUBLIC REPOS—
TOTAL STARS—
FOCUS—
FUNDING—

//STAR HISTORY · 12M

+5,123 all-time-window
Stars · cumulative5,124 · today
//WHY IT'S TRENDING· expert verdict · 58% confidence
ANALYSIS BY AISO.TOOLS

Agent OS: Stop prompting. Start specifying.

English 한국어 简体中文 ◯ ─────────── ◯ O U R O B O R O S ◯ ─────────── ◯ Stop prompting. Start specifying. It has reached 4,261 GitHub stars, written primarily in Python.

Why now: Recent coverage — "Q00/ouroboros: Agent OS: Stop prompting. Start specifying. - GitHub" — alongside renewed developer interest is driving current visibility.

  • 4,261 GitHub stars, 412 forks — verifiable at github.com/Q00/ouroboros.
  • Primary language Python; topics: agent-os, ai-agent, mcp.
  • Licensed MIT.
  • Third-party coverage: "Q00/ouroboros: Agent OS: Stop prompting. Start specifying. - GitHub".

Considerations: Solid adoption (4,261 stars) but quiet cross-source signal right now — established utility more than a current breakout.

EARLY MOMENTUM · Research: Adoption is real but cross-source confirmation is thin — a short hands-on trial (Python) will tell you more than the metrics.

Sources: Q00/ouroboros on GitHub · Ouroboros | AI Tools Scout · Post by Sigrid Jin on X: github

↻ refreshed 32m ago· next sync in 33m· sourced from 0 channels · 3 mentions / 24h

Methodology: synthesized from this project's own documentation, live GitHub data, third-party coverage, and multi-platform signal convergence — by AISO.tools.

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▌ FAQ · answers from the data spine

What is Q00/ouroboros?
Agent OS: Stop prompting. Start specifying.
Who maintains ouroboros?
Maintained by Q00 (the owner) on GitHub.
What language is ouroboros written in?
Primarily Python.
When was ouroboros created? When was the last update?
Created January 14, 2026 · last commit July 23, 2026.
How do I install ouroboros?
Clone the repo:
git clone https://github.com/Q00/ouroboros.git
Then follow the README in the cloned directory.
Is ouroboros actively maintained?
yes — actively maintained (recent commits)

//COMMENTS · 0

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