CHU / PRODUCT 003

AI Operator Workflow — FREE

Turn one idea into a clear next step with a small, structured AI workflow.

HK$0

Get the free skill What you get

CHU PRODUCTFREE

Set the goal

Validate the unknown

Build the next step

Verify before reuse

Context · Direction · Verification · Reuse

Version: 1.0.0
Compatibility: Codex / ChatGPT skill host
Customer files: 11

Live checkout is active.

Built & verified by

CHU KIT LUN

Before / After

Before

A prompt can produce an answer without clarifying the real decision.
An idea can jump into building before the problem or user is understood.
The next action and the evidence needed to choose it can remain unclear.

After

The workflow checks the user's current AI operating level and context.
Idea validation, a small MVP definition, and a first launch loop are explicit.
The user leaves with a practical next action rather than a larger prompt collection.

How it works

01Diagnose the idea and current state
02Validate the problem and the cheapest useful test
03Define the smallest useful MVP
04Launch, observe, and learn from the first signal

What you get

Core router and skills

Routes a first idea through level check, validation, MVP, and launch-lite work.

ai-operator-workflow-free/skills/00-master-router-lite/SKILL.md · ai-operator-workflow-free/skills/01-idea-validator/SKILL.md · ai-operator-workflow-free/skills/02-mvp-lite/SKILL.md · ai-operator-workflow-free/skills/03-launch-lite/SKILL.md

Starter references and templates

Gives a non-coder a bounded starting point and reusable scorecards.

ai-operator-workflow-free/references/START_HERE.md · ai-operator-workflow-free/references/templates/AI_OPERATOR_LEVEL_CHECK.md · ai-operator-workflow-free/references/templates/IDEA_SCORECARD_LITE.md

Plugin metadata and upgrade path

Explains installation, package scope, and what the larger editions add.

ai-operator-workflow-free/README.md · ai-operator-workflow-free/.codex-plugin/plugin.json · ai-operator-workflow-free/references/UPGRADE.md

Verified evidence

Version: 1.0.0
Last tested: 2026-08-21
Compatibility: Codex / ChatGPT skill host
Customer files: 11
Release archive verified: ai-operator-workflow-free-v1.0.0.zip
SHA-256 verified: Integrity verified
Checkout mapping verified: Integrity verified
Three-language coverage: Integrity verified
Browser-tested product flow: Integrity verified

No public product demo screenshot is currently provided.

License, support, and updates

License: Single-user commercial use. Redistribution, resale, public mirroring, and team source sharing are not permitted.
Support: Reasonable installation and setup help by email for 14 calendar days from the order date.
Updates: Eligible v1.x minor updates when CHU releases them; no major-version or schedule promise.

Limitations

A person remains responsible for reviewing the work in the relevant environment.

Frequently asked questions

Who is FREE for?

It is for AI beginners, non-coders, or anyone with one idea who wants a clear next step.

Does FREE require an API key or external service?

No. The inspected package is skills-only and does not require MCP, an external login, or an API key.

Does it build or launch a product automatically?

No. It structures the user's next decisions; the user remains responsible for execution, review, and real-world learning.

Get the product

HK$0

Get the free skill

CHU / PRODUCT 001

SEO Autopilot — Codex Skill Work Pack

Start with the free, smaller Codex workflow for explicit triggers, constraints, and validation.

HK$199

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