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GenCreatorCommunity Proof Loop Engine

Turn one artifact into a reviewable community loop.

GenCreator.community should start from proof. Generate the review request, weekly rhythm, product path, assistant prompt, and support boundary before asking for feedback or 1:1 help.

1

artifact

1

decision

5

weekly beats

Artifact

Review shape

Artifact type

Decision

Proof

Member route

Stage

Support intent

Proof loop packet

community_proof_37048b80

Review one artifact. Improve one decision.

Leave with a precise review request for "Activation plan for the Agent and MCP Pack", a weekly proof loop, and the right next route.

API

Review request

Artifact

Activation plan: Activation plan for the Agent and MCP Pack

Decision

What belongs in self-serve, community review, or Studio direct judgment?

Proof

A draft artifact exists and can be reviewed before public or paid use.

Smallest feedback

Review only the support boundary decision and name the smallest useful change.

Weekly proof loop

1

Source pulse

Name the source material and the proof that would change the plan.

Credit the draft artifact that shaped "Activation plan for the Agent and MCP Pack" before asking for review.

Open
2

Build block

Improve one artifact before asking for review.

One revised activation plan with the decision field visible.

Open
3

Review thread

Ask for one decision instead of broad feedback.

Review only the support boundary decision and name the smallest useful change.

Open
4

Friday proof

Post what changed, what proof exists, and what remains constrained.

Friday proof note for Activation plan for the Agent and MCP Pack.

Open
5

Digest

Save the best example back into operating memory.

One member-library note with source, decision, result, and reusable pattern.

Open

Community post draft

Artifact: Activation plan: Activation plan for the Agent and MCP Pack

What changed:
A creator has one product packet, an assistant role, and a draft approval task, but needs the community to review the support boundary before public launch.

Decision I want reviewed:
What belongs in self-serve, community review, or Studio direct judgment?

Proof I have:
A draft artifact exists and can be reviewed before public or paid use.

Source credit:
Credit the draft artifact that shaped "Activation plan for the Agent and MCP Pack" before asking for review.

Smallest useful feedback:
Review only the support boundary decision and name the smallest useful change.
Onboarding

Stage handoff

I have a named structure for my creator operating system.

One artifact, one question, and one proof metric are ready.

Enter the weekly proof loop with one review request.

Open next route

Product path

Why this matters

This is how scalable product turns into culture.

A product can create the artifact. Community can make the artifact sharper through cadence, source credit, peer judgment, and examples. Studio only enters when direct judgment would change the outcome.

Self-serve first

Creation, activation, kits, skills, and agents should create something usable before the member asks for help.

Community second

The member enters with a finished artifact, one decision, one proof signal, and a review request.

Studio after proof

1:1 belongs where revenue, audience, reputation, or implementation risk needs direct judgment.

Next action

Bring the packet into the room.

Use the proof-loop packet with your assistant, then enter GenCreator.community with a specific review ask.