ouroboros
v0.51.0Turn vague ideas into validated specifications and verified software.
by Q00MIT5.4kupdated 2 hours ago
Source
git clone https://github.com/Q00/ouroborosClone the source, then follow the repository's marketplace instructions for your runtime. The repository root is the plugin root.
Layout
├── .codex-plugin/plugin.json├── .claude-plugin/plugin.json├── skills/auto/SKILL.md├── skills/brownfield/SKILL.md├── skills/cancel/SKILL.md├── skills/evaluate/SKILL.md├── skills/evolve/SKILL.md├── skills/interview/SKILL.md├── skills/ooo/SKILL.md├── skills/pm/SKILL.md├── skills/publish/SKILL.md├── skills/qa/SKILL.md├── skills/ralph/SKILL.md├── skills/resume-session/SKILL.md├── skills/seed/SKILL.md├── skills/setup/SKILL.md├── skills/tutorial/SKILL.md├── skills/unstuck/SKILL.md├── skills/update/SKILL.md├── skills/welcome/SKILL.md└── .mcp.json
Skills18
Automatically converge from goal to A-grade Seed and execute it
Scan and manage brownfield repository/worktree defaults for interviews
Cancel stuck or orphaned executions
Evaluate execution with three-stage verification pipeline
Start or monitor an evolutionary development loop
Socratic interview to crystallize vague requirements
Start Ouroboros onboarding. Use when the user sends bare `ooo`, asks to start Ouroboros, or is using Ouroboros for the first time.
Generate a PM through guided PM-focused interview with automatic question classification. Use when the user says 'ooo pm', 'prd', 'product requirements', or wants to create a PRD/PM document.
Publish Seed specification as GitHub Issues for team-based project management
General-purpose QA verdict for any artifact type
MCP-owned Ralph loop around background evolve_step jobs
List in-flight Ouroboros sessions and show the commands needed to re-attach after MCP disconnect
Generate validated Seed specifications from interview results
Guided onboarding wizard for Ouroboros setup
Interactive tutorial teaching Ouroboros hands-on
Break through stagnation with lateral thinking personas — single or multi-persona debate
Check for updates and upgrade Ouroboros to the latest version
First-touch experience for new Ouroboros users
MCP servers1
- command
- uvx
- args
- --from ouroboros-ai[mcp] ouroboros mcp serve --runtime codex --llm-backend codex
Manifests2
{
"name": "ouroboros",
"version": "0.51.0",
"description": "Turn vague ideas into validated specifications and verified software.",
"author": {
"name": "Q00",
"email": "jqyu.lee@gmail.com",
"url": "https://github.com/Q00"
},
"homepage": "https://github.com/Q00/ouroboros",
"repository": "https://github.com/Q00/ouroboros",
"license": "MIT",
"keywords": [
"workflow",
"requirements",
"socratic",
"interview",
"evaluation"
],
"skills": "./skills/",
"mcpServers": "./.mcp.codex.json",
"interface": {
"displayName": "Ouroboros",
"shortDescription": "Turn ideas into verified software.",
"longDescription": "Clarify requirements, create a validated specification, execute it, and verify the result.",
"developerName": "Q00",
"category": "Development",
"capabilities": [
"Interactive",
"Write"
],
"websiteURL": "https://github.com/Q00/ouroboros",
"defaultPrompt": [
"Help me turn this product idea into a clear build plan.",
"Start an Ouroboros interview for my new project.",
"Open Ouroboros model settings."
]
}
}{
"name": "ouroboros",
"version": "0.51.0",
"description": "Self-improving AI workflow system. Crystallize requirements before execution with Socratic interview, ambiguity scoring, and 3-stage evaluation.",
"author": {
"name": "Q00",
"email": "jqyu.lee@gmail.com"
},
"repository": "https://github.com/Q00/ouroboros",
"homepage": "https://github.com/Q00/ouroboros",
"license": "MIT",
"keywords": [
"workflow",
"requirements",
"socratic",
"interview",
"seed",
"evaluation",
"self-improving",
"drift-detection"
],
"skills": "./skills/",
"mcpServers": "./.mcp.json"
}