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Season 1 video slate

20 field notes for AI operators.

Content thesis

Lead with Codex workflows people can copy, then introduce OpenAI Platform concepts once the use case is obvious.

20

videos

20

artifacts

2 days

cadence

Source spine

Official docs become operator lessons.

The research direction is simple: avoid generic AI content and turn official OpenAI capabilities into visible work, reusable checklists, and community artifacts.

Codex surfaces: app, CLI, IDE, cloud, browser, review, troubleshooting

Codex customization: AGENTS.md, skills, plugins, MCP, rules, permissions

OpenAI Platform: projects, API keys, docs, Responses API, tool calling

OpenAI tools: web search, file search, image generation, Agents SDK basics

The slate

Each topic has a promise, proof, and artifact.

The title earns the click. The demo earns trust. The artifact moves the viewer into the free community.

01

Proof

I Used Codex to Build This Channel Brand Kit

Prove the channel itself was made with the workflow being taught.

Recreate the banner, profile, thumbnail language, and image prompt system.

Free artifact

Brand Kit Prompt Pack

Thumbnail

Built With Codex

02

Foundation

What Codex Is Actually For

Position Codex as an operator tool, not just a coding chatbot.

Compare app, CLI, IDE, and cloud use cases against real outcomes.

Free artifact

Codex Surface Chooser

Thumbnail

Not Just Coding

03

Workflow

My First 30 Minutes With Any Repo

Teach repo reconnaissance before editing.

Inspect scripts, routes, docs, configs, tests, and current worktree state.

Free artifact

Repo Recon Checklist

Thumbnail

Start Here

04

Prompting

The Codex Prompt I Use Before Touching Code

Give viewers a reusable task-framing pattern.

Turn a vague request into scoped intent, constraints, verification, and output.

Free artifact

Pre-Edit Prompt Pack

Thumbnail

Read First

05

Workflow

How to Make Codex Explain a Codebase Like a Senior Engineer

Show how to get a useful architecture brief fast.

Ask for routes, data flow, risk areas, owner files, and next actions.

Free artifact

Codebase Brief Template

Thumbnail

Understand Fast

06

Safety

How I Use Codex Without Breaking the Repo

Teach practical guardrails for safer edits.

Use scoped changes, diffs, tests, visual checks, and no unrelated rewrites.

Free artifact

Safe Edit Checklist

Thumbnail

Safer Edits

07

Workflow

The 5 Files I Always Inspect First

Teach viewers where project truth usually lives.

Walk through package scripts, instructions, app entrypoints, config, and tests.

Free artifact

First Files Field Guide

Thumbnail

Find Truth

08

Review

How to Review Codex Work Without Reading Everything

Create a fast review loop for Codex output.

Scan diff, ask for risk, run checks, inspect UI, and summarize acceptance.

Free artifact

Review Checklist

Thumbnail

Trust But Verify

09

Debugging

Turn a Bug Into a Codex Task

Convert messy issues into executable tasks.

Move from repro steps to hypothesis, patch, verification, and final note.

Free artifact

Bug Intake Template

Thumbnail

Bug To Task

10

Planning

Ask Codex for a Plan That Is Actually Useful

Show the difference between vague planning and decision-complete planning.

Compare a weak prompt with a plan that names scope, risks, files, and tests.

Free artifact

Planning Prompt Pack

Thumbnail

Better Plans

11

Customization

Build a Repo-Specific AGENTS.md

Teach Codex durable project rules.

Create a starter file for commands, style, testing, and review expectations.

Free artifact

AGENTS.md Starter

Thumbnail

Teach The Agent

12

Customization

Skills: Reuse a Workflow Instead of Rewriting Prompts

Explain skills as reusable operating procedures.

Draft a tiny SKILL.md for a review, release, or debugging workflow.

Free artifact

Skill Starter Template

Thumbnail

Reuse Prompts

13

Customization

Plugins vs Skills vs Apps vs MCP

Clarify the extension surfaces without making it technical too early.

Map each surface to the job it should do and when to avoid it.

Free artifact

Extension Matrix

Thumbnail

Pick The Tool

14

Context

MCP for Beginners

Explain live context and tool access in plain language.

Use OpenAI docs as the example, without building a custom MCP server yet.

Free artifact

MCP Mental Model

Thumbnail

Give It Context

15

QA

Visual QA With the In-App Browser

Show Codex checking a local webapp visually.

Open localhost, inspect screenshots, catch layout issues, and verify fixes.

Free artifact

Visual QA Prompt

Thumbnail

See The Bug

16

Debugging

Debugging With Codex: Reproduce, Inspect, Fix, Verify

Teach the complete debugging loop.

Fix a small frontend or backend issue from evidence to final verification.

Free artifact

Debug Loop Worksheet

Thumbnail

Fix The Loop

17

Platform

OpenAI Platform Setup for Operators

Explain projects, keys, docs, and safe setup without exposing secrets.

Walk through the mental model and environment file boundaries.

Free artifact

Platform Setup Checklist

Thumbnail

Setup Clean

18

API

Your First Responses API Call

Make the API feel simple: input, model, response, output text.

Run a tiny script or terminal demo and explain the response shape.

Free artifact

Responses Starter Snippet

Thumbnail

First API Call

19

API

Tools and Function Calling Explained Without Agent Jargon

Show how models can call functions and return structured work.

Build a small tool-call loop with a visible diagram.

Free artifact

Tool Call Diagram

Thumbnail

Model Can Act

20

System

The Codex Currently Operating System

Tie the season into one repeatable channel and community loop.

Idea to Codex session, artifact, Skool post, next-video request, and batch plan.

Free artifact

Codex Currently OS Kit

Thumbnail

Full Loop

Record these first

01

I Used Codex to Build This Channel Brand Kit

02

What Codex Is Actually For

03

My First 30 Minutes With Any Repo

04

The Codex Prompt I Use Before Touching Code

05

How I Use Codex Without Breaking the Repo

06

How to Review Codex Work Without Reading Everything

Production rules

Every video ships with one downloadable artifact before it goes public.

Every thumbnail keeps the Codex badge pattern so the channel becomes recognizable.

Every video needs one visible proof moment: repo, prompt, diff, UI, image, or API output.

Keep API-heavy OpenAI Platform topics in the back half so the audience has context first.

Route viewers to the free Skool artifact using direct language, not generic creator calls.

Batch logic

Simple Codex first. Platform depth later.

Videos 1-8

Trust builders: channel proof, repo workflow, prompts, review, safety.

Videos 9-16

Operator systems: debugging, planning, AGENTS.md, skills, MCP, browser QA.

Videos 17-20

OpenAI Platform bridge: setup, Responses API, tool calling, full OS loop.