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 workbench

Cloudflare AI · text only
AI text only; it does not browse or verify sources. Paste official source URLs and verified facts above. Missing evidence must block product-specific claims. Format packs are hypotheses, not performance predictions. No screen recordings, rendering, uploads, or publishing.

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