🌱
AI EngineeringPython

Seed

by Q00

Seed is an AI Engineering skill for Claude Code, published by Q00 in ouroboros.

5.4K stars550 forkson Q00/ouroborosAdded 2026/08/16+1% in starsRepository updated 2026/08/16
agent-osagentic-aiai-agentai-coding-agentclaude-codeclicodexcoding-agentdeepseekdeepseek-harnessdeveloper-toolsdshdsh-plugingithub-copilotllm-evaluationllm-orchestrationloop-engineeringmcpopencode
Install in seconds
Install Seed
Copy Seed into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/Q00/ouroboros/tree/main/skills/seed ~/.claude/skills/seed

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Q00/ouroboros.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/seed/SKILL.md in Q00/ouroboros
Installs to
~/.claude/skills/seed
Collection
One of 25 skills cataloged from this repository
Category
AI Engineering2451 skills

What Seed does

Seed generates validated Seed specifications from interview results. Use it to crystallize interview sessions into a YAML seed with ambiguity scoring and QA.

Seed is cataloged under AI Engineering on DirSkills. Seed comes from a repository tagged agent-os, agentic-ai, ai-agent, ai-coding-agent and claude-code.

Documentation

README

/ouroboros:seed

Generate validated Seed specifications from interview results.

Required Skill Capabilities

  • ask_user — ask human-judgment questions through the active runtime's user-question surface.
  • inspect_code — read repo-local agent roles and recover exact context from local files before guessing.
  • call_mcp — use available Ouroboros MCP tools directly, including runtime tool discovery when a deferred MCP surface must be loaded.
  • run_shell — run bounded local commands for audit-trail writes and setup steps.
  • refine_answer — confirm free-form user decisions before treating them as accepted seed revisions.
  • maintain_ledger — keep QA scores, candidate decisions, rejected proposals, and audit trail keys visible.

Usage

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Seed

  • What else does Q00 publish alongside Seed?

    Seed is one of 25 skills that DirSkills catalogs from Q00/ouroboros, the repository it ships in. Its siblings there include Brownfield, Brownfield and Cancel. Each one is a separate skill with its own page in this directory, installs the same way Seed does, and is maintained by Q00 in that same repository. The rest of the collection is listed on the Q00/ouroboros page.

  • How does Seed compare to other AI Engineering skills?

    Seed ranks #479 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Seed against them. Open each page to compare what they document and how they install.

More from Q00/ouroboros

Seed is one of 25 skills cataloged on DirSkills from Q00/ouroboros.

See all 25 skills
🔍
2w ago

Brownfield

Brownfield scans a root directory for existing git repositories and linked worktrees, then manages default repos used as context in interviews. Use it to set, clear, or inspect default repositories for brownfield interview sessions.
Automation
5.4K550
🔍
2w ago

Brownfield

Brownfield scans a root directory for existing Git repositories and linked worktrees, then manages default repositories used as context in interviews. Use it before an interview to set or clear the repos that will be available.
Automation
5.4K550
🛑
2w ago

Cancel

Cancel stops stuck or orphaned executions by session ID, cancels all running sessions, or interactively picks from active executions. Use it when an execution needs to be aborted.
Automation
5.4K550
🛑
2w ago

Cancel Executions

Cancel Executions cancels stuck or orphaned Ouroboros executions by session ID, cancels all running sessions, or interactively picks from active executions. Use it when a session is stuck or needs to be stopped.
Automation
5.4K550
🧪
2w ago

Evaluate

Evaluate runs a three-stage verification pipeline—mechanical checks, semantic assessment, and optional multi-model consensus—on an execution session or artifact, allowing rejected outcomes to continue through a Ralph convergence chain.
Quality
5.4K550
🧬
2w ago

Evolve

Evolve starts or monitors an evolutionary development loop that iteratively refines ontology and acceptance criteria across generations until convergence. Use it to evolve a coding task through generation, execution, judgment, and gating with the Ouroboros MCP tools.
AI Engineering
5.4K550