CREATOR INTELLIGENCE SYSTEM
Command center
Research → create → learn → improve. One measurable experiment at a time.
YouTube not connected
Channel connection
—
Awaiting OAuth authorization
Ideas in pipeline
3
Local prototype data
Videos scheduled
0
No live schedule created
Daily agent report
READY*
*Sample report, not channel analytics

Agent council

6 roles
🧭
Trend Scout
Collects audience questions, competitor formats, and demand signals.
NEEDS DATA
🔬
Niche Analyst
Scores demand, competition, production effort, and monetization fit.
PROTOTYPE
✍️
Showrunner
Builds hooks, outlines, scripts, and repeatable series.
LOCAL READY
🎬
Production Director
Turns approved scripts into a shot list and edit plan.
NEEDS MEDIA API
⏱️
Release Planner
Tests posting windows against your own audience data.
NEEDS ANALYTICS
📈
Performance Coach
Reviews impressions, CTR, retention, views, and next actions.
NEEDS ANALYTICS

Content pipeline

Approval gates enabled
3Research ideas
0Scripts approved
0Videos rendered
0Awaiting review
0Published

Prototype counters only. Live counts will be sourced from the connected channel and job logs after integration.

Recommended first experiment

Hypothesis

AI tools tested by a student on a $0 budget

A potential angle, not a validated winner. It matches a low-cost production setup and allows honest first-hand demos. Validate demand before committing.

Success criterion: publish 6–10 focused videos, then compare retention and click-through rate against your baseline. Do not pick a niche based on one viral outlier.

What I need from you

Setup checklist

Niche hypothesis board

Illustrative scores

These are starter hypotheses—not live market research. Connect research sources and add your interests to replace estimates with evidence.

Niche scoring rules

Scores should use observable evidence, not vibes.

🔎
Demand signals · 30%
Recent views, recurring questions, search interest, and topic velocity.
🧱
Competition gap · 20%
Can you deliver a sharper angle, clearer proof, or a more useful format?
🛠️
Production feasibility · 25%
Can you make it consistently without expensive gear or risky claims?
💡
Originality & sustainability · 25%
Can you add genuine commentary, original visuals, or personal testing?
No copied clips or mass-produced near-duplicate videos. Original value is the strategy, not an optional polish pass.

Script & storyboard workbench

Script-first · human review

InVideo AI production handoff

Connected workspace

Use the linked InVideo project for full AI video generation. Target: animated cartoon scenes, Adam voice if available, timed on-screen text, and suitable background music. Use free credits only.

Production checklist: actual animated cartoon scenes (not a slideshow), Adam voice only if selectable, suitable music mixed below narration, and timed readable captions. Free credits only; if unavailable, stop rather than buy or upgrade. This website link opens InVideo but cannot directly submit jobs through the private ChatGPT connector.

Important: this link opens the connected InVideo agent project; the Cloudflare dashboard cannot directly invoke the private ChatGPT↔InVideo connector as a server API. Generation must be completed in InVideo, and voice/music/captions must be verified in the finished result.

Connect a local AI video server

Not checked

Optional free local provider: ComfyUI. Install it on this PC, load a working image/video workflow and model, then test the local API here. Nothing is claimed connected until the health check succeeds.

Not connected. This dashboard cannot install the model or configure your PC remotely.

A successful health check proves only that ComfyUI responds; it does not prove a video workflow/model is installed. Local browser access may require enabling CORS in ComfyUI. No paid endpoint is used.

Video provider failover loop

Free-first · no paid fallback

The queue tries providers in order. InVideo is a manual handoff, so this dashboard cannot detect its credit balance by itself. If InVideo reports no credits, mark it unavailable below and CreatorOps switches to the next configured option.

1
InVideo AI
Manual handoff · credit-limited · Adam voice depends on availability
MANUAL
2
Wan2.Video
Hosted website handoff · manual generation · free availability must be checked on site
MANUAL
3
Browser cartoon template
DISABLED · fixed fox animation only · not AI video generation
DISABLED
3
Local AI video server
Not connected · needs an installed local service and adapter
NOT CONFIGURED
4
Local narration (Piper)
Not connected · requires installation and a browser-to-local bridge
NOT CONFIGURED
Current provider: InVideo AI · manual submission required.

Provider truth: Browser renderer is directly runnable. InVideo and Wan2.Video open their websites and require manual generation; CreatorOps cannot read their credit balances or fetch their finished videos automatically. ComfyUI is only health-tested; its video workflow adapter is not implemented. This is a provider selector with a manual failover helper—not yet a fully automatic failover loop.

Live web research

Free · no API key

Search public pages before scripting. Results are source links and snippets, not verified facts; open sources and confirm claims.

No search run yet.

Free best-effort search can be rate-limited or blocked. Failures will be shown rather than replaced with invented results.

Free caption + audio fallback

Browser-based

Add caption lines and optional audio files. Captions are burned into the video; selected narration/music tracks are mixed into the WebM export when your browser supports audio recording.

This adds assembly features, not AI voice generation. Captions are timed evenly across the selected duration; word-level timing requires separate transcription/alignment.

Ready. This renderer runs in your browser and does not call paid video APIs.

DISABLED: This is a fixed fox-animation template, not an AI video generator. It has been disabled so it cannot keep exporting unwanted template videos. A real generative video provider must be integrated before this button can work.

Draft output

Your script outline will appear here. Add real evidence before recording or publishing.

Idea queue

Publishing plan

Not connected to YouTube

Posting time is a hypothesis until your channel has enough audience data. Start with two or three consistent windows, then compare results by format and audience geography.

Live scheduling requires YouTube OAuth and a completed video file. The official API schedules by uploading as private and setting a future publish time; this app does not have that authorization yet.

Daily creator briefing

Template report
A real report will compare new performance against your own history. This is the starter briefing until analytics are connected.

Today’s focus

  1. Pick one audience problem, not a broad topic.
  2. Find 3–5 recent videos covering it and note their angle, length, and comments.
  3. Write a strong first two seconds and remove unsupported claims.
  4. Record a draft and check pacing, audio, captions, and originality.

What I need from you

Performance review checklist

After each upload, collect results at 24 hours and 7 days. Compare videos of similar format and age; do not judge a new upload against a year-old video.

Channel & creator profile

Saved in this browser

Live integrations checklist

Never paste OAuth client secrets, access tokens, or API keys into this page or a public repository. Store credentials in a server-side secret manager.

Current capability

  • Dashboard navigation and local checklist
  • Starter niche hypotheses and scoring framework
  • AI script generation endpoint (live success not yet verified)
  • Five-format creative test pack generation (live success not yet verified)
  • Manual test schedule generation

Not active yet

  • Live trend research or channel analytics
  • AI API calls / automatic video rendering
  • Daily background reporting or notifications