Chisle
The coding-agent plugin that bills 52% of a bare model across 20 live tasks. Terse persona + tool-output compressor + context diet.
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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.
翻訳待ち
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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
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 promptRead the full README ↗Ouroboros helps your AI coding agent build the right thing. It asks you questions until the goal is clear, writes the answer down as a spec with checkable acceptance criteria, hands that spec to the coding agent you already use, and then checks the result against the spec.
# macOS / Linux / WSL 2
curl -fsSL https://raw.githubusercontent.com/Q00/ouroboros/main/scripts/install.sh | OUROBOROS_INSTALL_REF=readme bash
# Windows (PowerShell) — no Python needed; installs Git and uv for you
irm https://raw.githubusercontent.com/Q00/ouroboros/main/scripts/install.ps1 | iex
When installation finishes, the Ouroboros console opens in your browser and
walks you through connecting your agent tools. Reopen it any time with
ouroboros gui.
The installer finds the agent tools you already have and connects Ouroboros to them. Native Windows is experimental, and Codex CLI needs WSL 2; see platform support.
Other ways to install. These don't open the console for you; run
ouroboros gui once the ouroboros command is installed.
# Claude Code plugin only (then run /ouroboros:setup inside Claude Code)
claude plugin marketplace add Q00/ouroboros && claude plugin install ouroboros@ouroboros
# pip / uv / pipx (Python 3.12+)
pip install 'ouroboros-ai[mcp,tui]' && ouroboros setup --runtime claude-cli
# Homebrew (macOS / Linux)
brew tap q00/tap && brew install ouroboros-ai && ouroboros setup
Every install path, profile and host is in
Getting Started. ouroboros uninstall removes
Ouroboros's configuration, MCP registrations and data directory
(~/.ouroboros/). It leaves the Python package and the Claude Code plugin
installed; finish with the steps in UNINSTALL.md.
Describe what you want in plain words. Four good places to start:
ooo interview "a todo CLI with due dates" in your agent: questions until the goal is clear, then a spec (a Seed).ooo auto "a todo CLI with due dates": asks only what is missing, writes the spec, runs it, and checks it.ooo run: builds an existing Seed and checks every acceptance criterion.In Claude Code, run /ouroboros:setup once and finish its questions, then send
your first ooo command as a separate message. From a plain terminal,
ouroboros init start "..." and ouroboros auto "..." do the same without an
agent host. The full command list is in
Getting Started.
Ouroboros runs coding agents that can change files and run commands in your project. Read permission scope before using it on a project you don't trust.
Claude Code · Codex CLI · GitHub Copilot CLI · OpenCode · Hermes · Gemini CLI · Kiro CLI · Pi · OMP · Zcode · Goose · GJC · Antigravity CLI · Grok Build CLI · DeepSeek Harness
The installer connects the ones you have; the console's Connect page installs and connects the rest. Want to see it first? Watch the interview run on seven different hosts.
git clone https://github.com/Q00/ouroboros
cd ouroboros
uv sync --python 3.13 --all-groups
uv run --python 3.13 --no-sync pytest
Issues · Discussions · Contributing Guide
Ouroboros is MIT-licensed and built in the open. If it saves you rework, consider sponsoring: it funds maintenance, new runtime integrations, and sponsor-only deep-dive content.
These numbers are generated from GitHub data and refreshed automatically; caching may delay updates.
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.