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GenCreatorCreator OS contract

The whole GenCreator product system, made inspectable.

A complete self-serve creator operating system: diagnose, package, install, operate, practice, orchestrate, and add human judgment only when proof exists.

Operating sequence

From diagnosis to judgment

Agents draft, humans approve
1Compose the product decisionGenerate a routed operating packet with product decision, composed engines, MCP plan, skill path, community route, pricing, offers, and approval policy.public2Package the offer systemGenerate an offer ladder, first ten-minute artifact, delivery contract, launch assets, MCP plan, community bridge, and Studio boundary.public3Create the first packetGenerate a creation brief, draft artifacts, proof checks, assistant role plan, MCP plan, offer path, and community review question.public4Activate the operating pathGenerate a seven-day plan with product path, MCP plan, assistant prompt, community handoff, education path, and Studio escalation rules.public5Choose the learning pathGenerate modules, skill-pack routing, MCP resources, product handoff, community bridge, and a clear 1:1 boundary.public6Diagnose the creator systemGet a readiness score, weakest layer, recommended product, product path, MCP resources, Eve prompt, and community handoff.public7Package one operating kitGenerate modules, prompts, MCP resources, checkout handoff, and a seven-day activation rhythm.self_serve8Install creator skillsDownload one mode-safe skill file, read the right MCP resources, and run the starter prompt.self_serve9Operate with agents and MCPInstall a role file, MCP config, approval policy, Eve role, and first dry approval task.paid10Practice inside communityTurn one artifact into a review request, weekly proof loop, community post draft, and next route before entering GenCreator.community.community11Orchestrate with EveGenerate proof questions, role stack, MCP plan, approval task, product path, and assistant prompt.future12Add human judgmentApply with an active artifact, campaign, offer, or agent workflow that already produced proof.studio

Mission

Help AI-native creators build systems that raise the quality of what they make.

Vision

A generative culture where creators use agents with taste, evidence, memory, attribution, and human approval.

Positioning

The creator intelligence OS: not a course, scheduler, prompt dump, or agency retainer.

Promise

One creator can operate with the discipline of an AI Center of Excellence without losing their own voice.

Brand foundation

Premium comes from proof, not decoration.

GenCreator needs a brand system that behaves like software: accessible SVG marks, stable colors, sentence-case typography, clear support boundaries, and artifacts people can inspect.

Mark

A vector generator loop with center rail and approval arrow. It must work as favicon, app icon, nav mark, one-color master, and full-color lockup.

Color

Deep architectural dark with architecture blue, trust blue, signal cyan, approval green, and ice highlights. Avoid warm yellow hero states and purple SaaS haze.

Type

Sentence case, calm labels, no default all-caps marketing. Dense data labels may use mono caps only when scan speed clearly matters.

Material

Liquid glass belongs on command decks, proof chips, media frames, and controls. Body copy sits on stable dark surfaces.

Product architecture

The scalable product is a sequence, not a pile of offers.

Every layer answers a buyer question, creates a first win, names the evidence, and points to the next action. This is the product spine for digital products, education, community, and Studio.

public

Compose the product decision

Open layer

What should this creator build, sell, install, practice, or escalate next?

Generate a routed operating packet with product decision, composed engines, MCP plan, skill path, community route, pricing, offers, and approval policy.

Creator Intelligence routeCreator Intelligence APIMarkdown exportMCP resource contract

Use Creator Intelligence System as the command surface when the creator asks how the whole business and product path should work.

public

Package the offer system

Open layer

How does this signal become a scalable product people can actually buy?

Generate an offer ladder, first ten-minute artifact, delivery contract, launch assets, MCP plan, community bridge, and Studio boundary.

Product Offer System routeProduct Offer APIMarkdown exportMCP resource contract

Use Product Offer System as the sales and packaging layer before paid checkout, community membership, or direct review.

public

Create the first packet

Open layer

Can one signal become a useful artifact before the buyer needs a call?

Generate a creation brief, draft artifacts, proof checks, assistant role plan, MCP plan, offer path, and community review question.

Creation Engine routeCreation Engine APIMarkdown exportMCP resource contract

Use Creation Engine as the primary self-serve front door, then route into diagnostic, kit, pricing, community, or Studio.

public

Activate the operating path

Open layer

What should the creator do for the next seven days after the packet exists?

Generate a seven-day plan with product path, MCP plan, assistant prompt, community handoff, education path, and Studio escalation rules.

Activation Engine routeActivation plan APIMarkdown exportMCP resource contract

Use Activation Engine to turn the first packet into product behavior, community readiness, and direct-review boundaries.

public

Choose the learning path

Open layer

What should this creator learn, install, practice, buy, or escalate next?

Generate modules, skill-pack routing, MCP resources, product handoff, community bridge, and a clear 1:1 boundary.

Learning Path routeLearning Path APIMarkdown exportMCP resource contract

Use Learning Path Engine as the connective tissue between education, self-serve product, community, pricing, offers, MCP, and Studio routing.

public

Diagnose the creator system

Open layer

What is the current operating score and what should route first?

Get a readiness score, weakest layer, recommended product, product path, MCP resources, Eve prompt, and community handoff.

Creator Readiness DiagnosticReadiness APICreation Blueprint routeFactory skill export

Run the readiness diagnostic when the creator is unsure which constraint should route first.

self_serve

Package one operating kit

Open layer

Can one artifact become a buyer-ready packet without private support?

Generate modules, prompts, MCP resources, checkout handoff, and a seven-day activation rhythm.

Self-Serve Kit ComposerMarkdown exportProduct manifest

Use the kit as the free self-serve entry before pitching community or Studio.

self_serve

Install creator skills

Open layer

What should the assistant know how to do safely?

Download one mode-safe skill file, read the right MCP resources, and run the starter prompt.

Skill Pack LibrarySkill markdown exportsMCP resource contract

Install one skill before adding more automation or paid bundle complexity.

paid

Operate with agents and MCP

Open layer

How do roles, tools, prompts, and approvals stay governed?

Install a role file, MCP config, approval policy, Eve role, and first dry approval task.

Agent Pack pageAgent Pack APIInstall bundle API

Keep public bundle inspectable, then gate paid updates behind checkout when products are live.

community

Practice inside community

Open layer

Where does finished work get reviewed and sharpened?

Turn one artifact into a review request, weekly proof loop, community post draft, and next route before entering GenCreator.community.

Community Proof Loop EngineProof Loop APICommunity onboardingCohort structure

Use the Proof Loop Engine as the community front door, then connect Whop membership and Skool access after the artifact-first flow is stable.

future

Orchestrate with Eve

Open layer

What should the assistant ask, read, draft, approve, and hand off?

Generate proof questions, role stack, MCP plan, approval task, product path, and assistant prompt.

Eve WorkbenchEve brief APIApproval task model

Make Eve persistent only after vaults, entitlements, installs, and community handoff persist per user.

studio

Add human judgment

Open layer

When does the creator need direct review instead of more self-serve material?

Apply with an active artifact, campaign, offer, or agent workflow that already produced proof.

Studio application routeSupport boundaryManual review scope

Keep Studio capped and downstream from self-serve proof.

Diagnostics and offers

Start with the right diagnostic, then sell the right support.

The answer is not always a heavier product. Sometimes the buyer needs Factory, sometimes Blueprint, sometimes a kit, and sometimes direct review.

Creation Engine

The creator has a signal and needs a usable artifact packet now.

Open

Creation brief, draft artifacts, proof checks, agent plan, MCP plan, offer path, and community review.

Activation Engine

The creator has a packet and needs a self-serve operating path before community or Studio.

Open

Seven-day activation plan, product path, MCP plan, community handoff, education path, and Studio escalation rules.

Learning Path Engine

The creator asks what to learn, install, practice, buy, or escalate next.

Open

Learning modules, skill-pack path, MCP resources, product handoff, community bridge, and Studio boundary.

Community Proof Loop Engine

The creator has an artifact but the review ask, proof signal, or support boundary is still broad.

Open

Review request, weekly proof loop, community post draft, product path, assistant prompt, and MCP plan.

Creator Readiness Diagnostic

The creator asks what to build, install, buy, or practice first.

Open

Operating score, weakest layer, recommended product, product path, MCP resources, Eve prompt, and community handoff.

Factory

The creator needs the right stack and first route.

Open

Stack recommendation, vault configuration, reading path, and skill export.

Creation Blueprint

The creator has an idea but not an operating path.

Open

First artifact, product path, agent stack, MCP resources, Eve brief, and community handoff.

Creation Workspace

The creator needs continuity across one artifact session.

Open

Browser-local session connecting Blueprint, Eve, checkout handoff, MCP resources, and community review.

Free

Free self-serve operating layer

Learning Path Engine, Creator Readiness Diagnostic, Factory, Blueprint, Kit Composer, Community Proof Loop Engine, Skill Pack Library, Eve brief, MCP resources, and markdown exports.

Public tools and exports only. No private implementation support or paid entitlement claims.

Inspect
Pricing not published

Paid digital products

Vault kit, campaign pack, agent pack, examples, install files, prompt contracts, and fulfillment emails.

Self-serve instructions and updates. Custom implementation belongs in Studio.

Inspect
Pricing not published

GenCreator.community

Community Proof Loop Engine, weekly proof loop, review request format, Source Pulse, member examples, and artifact library.

Practice, examples, and review rituals. Not unlimited personal consulting.

Inspect
By application

Studio

Private review, offer critique, campaign judgment, and agent workflow design.

Capped direct review for active creator businesses.

Inspect

MCP, prompts, and Eve

General intelligence improves when the product is readable by agents.

The API exposes the operating system as resources and prompt contracts. Eve stays bounded until persistence, entitlements, installs, and approval state are real.

Eve boundary

Eve does not publish, message, charge, delete, or change external systems without a human-approved downstream action.

A persistent operator that reads the creator vault, asks for missing proof, drafts safely, creates approval records, and routes work into practice.

gencreator-creator-operating-system

Read the whole brand, product, service, community, Eve, and roadmap architecture.

gencreator-creator-intelligence-system

Compose one signal into the product decision, MCP plan, skill path, campaign handoff, community route, pricing, offers, and approval policy.

gencreator-product-offer-system

Turn the product decision into offer ladder, delivery contract, launch assets, MCP plan, community bridge, and support boundary.

gencreator-brand-social-system

Read logo rules, type rules, social formats, carousel systems, motion systems, GTM plays, and assistant prompts.

gencreator-product-manifest

Confirm current product status, artifacts, checkout blockers, and support boundaries.

gencreator-creation-engine

Turn one signal into a creation brief, draft artifacts, proof checks, agent plan, MCP plan, offer path, and community review.

gencreator-activation-plan

Turn a creation packet into seven days of product, agent, approval, community, and Studio routing.

gencreator-learning-path

Choose the modules, skill packs, MCP resources, product handoff, community bridge, and 1:1 boundary from creator state.

gencreator-community-proof-loop

Turn one artifact into a review request, weekly proof loop, community post draft, product path, and assistant prompt.

gencreator-creator-readiness-diagnostic

Score the creator operating system and route the next self-serve product, MCP resource, community step, or Studio gate.

gencreator-skill-pack-library

Install mode-safe creator workflows and lessons.

gencreator-agent-mcp-pack

Install roles, prompt contracts, MCP resources, and community handoff.

Community and roadmap

The movement is artifact-first.

GenCreator.community becomes powerful when people bring proof, ask sharper questions, and return the best examples to the system.

Weekly proof loop

  • Source pulse: state what you are building and what proof would change your mind.
  • Build block: create one artifact from the vault, campaign, agent, or approval layer.
  • Review thread: ask for one decision, not broad feedback.
  • Friday proof: post the artifact, what changed, and the next constraint.
  • Digest: record the best example back into the member artifact library.

Persist member vaults

Workspace and kit sessions are browser-local or API-generated.

Save vault rows, kit outputs, skill installs, and approval records per member.

Gate paid bundles cleanly

Paid products have readiness contracts, resolver paths, fulfillment previews, and public starter artifacts.

Create Whop products, set checkout URLs, wire success redirects, and gate paid bundle updates.

Connect community practice

Community onboarding and the Proof Loop Engine generate artifact-first review packets and weekly proof loops.

Post review requests and proof-loop outputs into the gated member space after purchase.

Turn Eve into a persistent operator

Eve is a deterministic workbench and role brief.

Give Eve member memory, entitlements, skill installs, tool modes, and approval queue state.