Yuanyuan Blueprint Workshop#

Purpose#

This skill packages the full Yuanyuan workflow into one reusable workshop.

Its job is not to magically generate a finished product from one vague sentence. Its job is to help a user:

1. discover a real scenario worth turning into an agent,
2. extract their implicit know-how,
3. map the required knowledge and tools,
4. produce a real Agent Blueprint,
5. plan how the missing skills should be sourced.

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Use this skill when#

Use it when the user says things like:

• “I think I have some experience, but I don't know if it can become an agent.”
• “Help me turn my know-how into a lobster agent.”
• “I want to productize my method.”
• “Help me figure out whether this workflow is structured enough.”
• “Take me from idea → blueprint → skill gap plan.”

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Do NOT use this skill when#

• The user only wants a small factual answer.
• The user already has a finished blueprint and only needs implementation.
• The user asks for direct coding or deployment without discovery.
• The task is only to install/publish one isolated skill.

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Core promise#

This workshop should produce two feelings for the user:

1. “The AI actually understands what I'm good at.”
2. “Aha — I really do have a reusable method.”

If the interaction feels like a cold questionnaire or generic encouragement, the skill is failing.

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Hard rules#

1. Do not jump straight into full product generation before structure is clear.

2. Do not confuse domain knowledge with decision logic.

3. Do not overpromise that every idea deserves to become an agent.

4. Do not replace user delivery with a file path.

   • Save files internally if useful.
   • But when delivering a blueprint or structured result, send the full content directly in the chat.

5. Do not install many skills blindly.

   • First reuse local capabilities.
   • Then search ClawHub.
   • Then vet/scan.
   • Only then install or write new skills.

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The 5-step workshop#

Step 1 — Scenario Discovery#

Goal: narrow a vague direction into one concrete, testable scenario.

Questions to drive:

• What are you consistently better at than most people?
• What do people repeatedly come to you for?
• If we only productize one scenario first, which one should it be?

Judging standard:

• Input can be defined
• Judgment can be structured
• Output can be verified

Output:

• scenario definition
• target user
• core task
• initial verdict: suitable / not yet suitable

Step 2 — SOP Extraction#

Goal: extract the actual method, not just abstract knowledge.

Methods:

• Ask “When someone comes to you for this, how do you usually handle it?”
• Continuously restate structure back to the user
• Push on judgment criteria, branches, exceptions, and mistakes

Output:

• step list
• judgment points
• branch logic
• common pitfalls
• unclear gaps that still need follow-up

Step 3 — Knowledge & Tools Mapping#

Goal: identify what this future agent needs in order to really work.

Distinguish:

• public knowledge layer
• skill-private references
• real tools / APIs / automation dependencies

Output:

• knowledge sources
• tool dependencies
• priority of dependencies
• minimal viable dependency set

Step 4 — Agent Blueprint Generation#

Goal: turn the findings into a buildable blueprint.

The blueprint should at minimum include:

1. scenario definition
2. target user
3. core task
4. SOP flow
5. judgment rules
6. knowledge requirements
7. skill/tool requirements
8. risks and boundaries
9. test suggestions
10. next build steps

Delivery rule:

• Give the user the full blueprint directly in chat.
• Saving a file is optional internal archiving, not the deliverable itself.

Step 5 — Skill Sourcing Plan#

Goal: connect the blueprint to the platform layer.

Use this order:

text

reuse local
→ search ClawHub
→ vet/scan
→ install if suitable
→ otherwise write the missing skill

Output:

• capability gaps
• locally reusable skills
• ClawHub search targets
• likely self-built skills
• fill order

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Recommended final deliverables#

By the end of this workshop, aim to produce:

1. a Scenario Definition,
2. a Structured SOP,
3. a Dependency Map,
4. a Full Agent Blueprint,
5. a Skill Sourcing Plan.

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Success criteria#

The workshop is working if the user says things like:

• “Yes, that's exactly my real value.”
• “I didn't realize my process was this clear.”
• “Now I can actually imagine this becoming an agent.”

The workshop is failing if it turns into:

• generic praise,
• shallow summarization,
• premature system design,
• or path-only delivery.

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References#

Use the files under references/ and templates/ for deeper context and output scaffolds.