Evidence snapshot reviewed Sep 5, 2026GitHub checked Aug 21, 2026
Source-reviewedStandalone SkillAutomation & Agents

tutorial

A hands-on tutorial that turns a project idea into a concise specification and introduces the Ouroboros workflow.

At a glance

What it does

A hands-on tutorial that turns a project idea into a concise specification and introduces the Ouroboros workflow.

Capabilities
Automation & AgentsAgentsWorkflow AutomationDocumentation

Before you choose it

Use this skill to experience Ouroboros before starting a real project. It asks targeted questions about your idea, surfaces assumptions, creates a mini-seed with goals, constraints, and success criteria, and then presents next steps such as interview, seed, run, evaluate, and status commands.

Best for

People evaluating Ouroboros, including technical and non-technical users who want help clarifying a project before AI-assisted execution.

Common tasks

  • Try a five-minute, learn-by-doing introduction to Ouroboros.
  • Turn an early project idea into a clearer goal, constraints, and success criteria.
  • Choose whether to begin an Ouroboros interview, read command help, or set up advanced features.

Permissions and data

The tutorial collects the project idea and answers you provide during the conversation.

Data handling
  • Uses user-provided project details to generate a mini-seed within the tutorial.
  • May consult available Ouroboros session status for its final breadcrumb.

Limitations

  • This is a guided tutorial, not the Ouroboros runtime or a full project-execution setup.
  • Advanced commands mentioned by the tutorial may require separate setup.
  • The supplied evidence does not declare a harness version range.

What DSHub checked

  • The skill document is pinned to commit 03714ba446186423dcb46e25d12bd19c3a2e82f6.
  • The supplied immutable-source and skill-document hard checks passed.
  • An MIT license was detected.

What DSHub did not check

  • Installation and runtime behavior were not executed by DSHub.

Pinned install

Primary action

This standalone skill does not have a DSH Plugin install action. Use its source documentation for the delivery method.

Visit the source project

Maintainer source

Skill instructions

View at commit 03714ba
Maintainer-authored contentCaptured from skills/tutorial/SKILL.md on Sep 5, 2026. The text and repository-relative media are fixed to commit 03714ba44618 with content hash 2cb8018fd454; provider-hosted badges may update independently. SKILL.md commands are upstream documentation; use the type-correct primary action above and verify it against this pinned source.

name: tutorial description: "Interactive tutorial teaching Ouroboros hands-on"

/ouroboros:tutorial

Interactive tutorial that teaches Ouroboros through hands-on experience.

Usage

ooo tutorial
/ouroboros:tutorial

Tutorial Flow

When this skill is invoked, guide the user through a learn-by-doing tutorial with progressive disclosure.


Phase 1: The Hook (30 seconds)

Start with enthusiasm and immediate value:

Welcome to the Ouroboros Tutorial!

In the next 5 minutes, you'll:
- Transform a vague idea into a precise specification
- See Ouroboros expose hidden assumptions you didn't know you had
- Generate a validated Seed ready for AI execution

Let's start with YOUR idea. What's something you've been wanting to build?

[Wait for user response - any project idea works]

Phase 2: The Interview Experience (2 minutes)

Once they share an idea, immediately start a simplified interview:

Great choice! Let me show you how Ouroboros thinks about this.

[Ask 3-4 targeted Socratic questions about their idea]
- "What's the primary problem this solves?"
- "Who are the main users?"
- "What's the one feature that would make this useful immediately?"

Notice something? Each question exposed an assumption you hadn't articulated.
This is the "aha moment" - requirements clarity BEFORE writing code.

Phase 3: The Quick Win (1 minute)

Generate a mini-seed to show immediate value:

Based on your answers, here's what we've uncovered:

[Display a simplified seed structure]

Goal: [their goal refined]
Constraints: [3 key constraints they mentioned]
Success Criteria: [2-3 clear metrics]

Ambiguity Score: 0.XX [show progress from vague to clear]

This seed is now ready for AI execution. No more "build me X" and hoping for the best!

Phase 4: Feature Discovery (1 minute)

Progressive disclosure of features:


Now that you've seen the core magic, here's what else Ouroboros can do:

Immediate Wins (Available Now):
- ooo unstuck    - 5 lateral thinking personas when you're blocked
- ooo seed       - Generate full specifications from interviews
- ooo evolve     - Evolutionary loop until ontology converges

Advanced Features (Setup Required):
- ooo run        - Execute with visual TUI dashboard
- ooo evaluate   - 3-stage quality verification
- ooo status     - Track project drift in real-time

Want to try any of these now? Or shall I show you the full workflow?

Phase 5: The Real Workflow (30 seconds)

Show the complete pipeline:


The Complete Ouroboros Workflow:

Idea → Interview → Seed → Route → Execute → Evaluate
  ↓        ↓         ↓       ↓        ↓         ↓
Vague    Clear    Frozen   Right    Build    Verified
      Assumptions   Spec    Model    Visibly     Quality

5 commands from idea to validated result:
1. ooo interview "your idea"        # Expose assumptions
2. ooo seed                        # Crystallize spec
3. ooo run                         # Execute with TUI
4. ooo evaluate                    # 3-stage verification
5. ooo status                      # Check drift

Ready to try your first real project?

Phase 6: Call to Action


Your First Real Project awaits!

Pick a path:

Path A: Start Fresh
  ooo interview "your actual project idea"

Path B: Learn More
  ooo help    # Full command reference

Path C: Setup Full Features
  ooo setup   # Enable TUI, evaluation, drift tracking

Which path interests you?

Tutorial Principles

  1. Immediate Value - Show something useful in the first 30 seconds
  2. Learn by Doing - Don't just explain, have them experience it
  3. Progressive Disclosure - Reveal features gradually, not all at once
  4. Quick Wins - Celebrate small milestones throughout
  5. Clear Next Steps - Always give them a specific action to take

Tutorial Checkpoints

Track progress through these checkpoints:

  • User shares an idea
  • User experiences the "aha moment" of exposed assumptions
  • User sees their first mini-seed generated
  • User understands the value proposition
  • User chooses a next step (path A, B, or C)

Common Tutorial Responses

"I don't have a project idea"

No problem! Let's use a classic example: a task management CLI.

[Continue tutorial with task management CLI example]

"This seems complicated"

It's actually simpler than it sounds. Let me show you the 3 commands you'll use 90% of the time:

1. ooo interview "idea"  # Clarify what you want
2. ooo seed             # Generate the spec
3. ooo run              # Build it

Everything else is optional power-user features.

"How is this different from just prompting Claude?"

Great question! The difference is:

Without Ouroboros:
  "Build me a task CLI" → Claude guesses → You realize it's wrong → Rewrite prompt → Repeat

With Ouroboros:
  Interview → Hidden assumptions exposed → Precise spec → Claude builds exactly what you want → First try

The interview saves you hours of iteration.

Success Metrics

A successful tutorial ends when:

  • User has experienced the interview process
  • User understands the seed specification concept
  • User knows their next step
  • User feels confident to try their real project

Tutorial Variations

For Technical Users

  • Emphasize the TUI dashboard and evolutionary loop
  • Show cost optimization features (PAL Router)
  • Highlight evaluation pipeline

For Non-Technical Users

  • Focus on the interview and clarification process
  • Emphasize the "translate ideas to specs" value
  • Minimize technical jargon

For OMC Users

  • Highlight key differences (TUI, specs, cost optimization)
  • Show migration path from OMC commands
  • Compare feature sets side-by-side

RFC #1392 State Breadcrumb Footer

Your final response MUST end with exactly one breadcrumb footer line:

◆ <current state> → next: <recommended action>

Derive <current state> from live session state via ouroboros_session_status when that MCP projection is available; otherwise derive it from this skill's actual outcome. Never use a linear Step N of M footer because Ouroboros is an evolutionary loop. When the next action is genuinely a choice, list 2-3 honest options in the next: clause. The breadcrumb line must be the last line of the response.

Operate deliberately

Install and manage

Prerequisites and target Profile

Target No native DSH Profile target.

Delivery Skill Files — https://raw.githubusercontent.com/Q00/ouroboros/03714ba446186423dcb46e25d12bd19c3a2e82f6/skills/tutorial/SKILL.md

Compatibility and access

Ouroboros tutorial skill; runtime requirements are not fully declared Not declared in supplied evidence

Review compatibility evidence

Risk facts

Interaction

The tutorial asks users to share a project idea and answer clarification questions.

Evidence
Session Context

When available, it may use an Ouroboros session-status MCP projection to derive its final breadcrumb.

Evidence
Evidence and editorial reviewManifest, Bundle patch, distribution and freshness

Immutable evidence

Review status and source activity

Human approved

Approved for publication after reviewing the source-linked content and immutable release record. AI assisted with the draft; the publication decision was human.

Human reviewed Sep 5, 2026, 5:21 PM UTCGitHub facts last checked Sep 5, 2026, 4:31 PM UTC

No material source change has been recorded since this evidence baseline.

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