Q00Community·22 Agent Skills Included

ouroboros

Turn vague ideas into verified code with self-improving AI workflows

Turns vague project ideas into precise, validated specifications before any code is written. Runs Socratic interviews, generates locked Seed specs, executes them, and verifies results with a 3-stage evaluation pipeline. Eliminates endless prompt rewriting, mid-build drift, and unverified AI output through evolutionary loops that improve every generation. Works across Claude Code, Codex, Copilot, and other AI coding agents.

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npx skills add Q00/ouroboros --all -g -y

Available:

Routes every `ooo` command (interview, seed, run, evaluate, evolve, and more) to the correct skill file and tells the agent which bundled role to adopt when executing it.

All Skills in This Repository (22)

Pure Emerald Level Indicators

📦 In Repo

Q00

pm

Generate a Product Requirements Document through a guided PM-focused interview.

cancel

Cancel Ouroboros executions by ID or in bulk via CLI.

seed

Transform interview results into validated Seed YAML with metadata and ontology schema.

tutorial

Guide learners through interactive Ouroboros workflow tutorials from interview to execution.

update

Check Ouroboros versions on PyPI and perform guided upgrades.

setup

Guide users through Ouroboros onboarding with MCP server registration and CLAUDE.md integration.

unstuck

Reframe problems with lateral thinking personas to unblock progress.

ralph

Automate iterative task execution with automated QA verification and configurable max iterations.

qa

Assess artifact quality against a predefined standard and return a structured verdict.

status

Check Ouroboros session status and measure drift from seed goals.

evolve

Orchestrate an evolutionary loop that interviews, seeds, executes, and evaluates ontologies.

welcome

Guide new Ouroboros users through interactive onboarding and setup.

Community

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install Ouroboros?▼

Run `npx skills add Q00/ouroboros --all -g -y` in your terminal to install the full skill suite globally, then run `ooo setup` once inside your AI coding agent.

What problem does Ouroboros solve?▼

Most AI coding fails because requirements are vague. Ouroboros interviews you to expose hidden assumptions, locks a clear specification, then executes and verifies the build against it.

How does the Ouroboros workflow work?▼

It follows a loop: interview to clarify requirements, generate a Seed spec, execute it, evaluate the result in three stages, and evolve the spec until quality converges.

Which AI coding agents does Ouroboros support?▼

It works with Claude Code, Codex CLI, GitHub Copilot, OpenCode, Kiro, Gemini, and other MCP-compatible runtimes through the same `ooo` commands.

Can non-developers use Ouroboros?▼

Yes. You describe your idea in plain language, answer the interview questions, and the agent handles specification, execution, and verification for you.