Loop · A frontier creative AI system from CGA Creative

The feedbackfinally closes.

Loop watches every primitive you run, every output you ship, and every post that lands. Then it tells you what's working, what's not, and what to try next.

Open Loop → Free for CGA Producers.
This week
WK-21 · 2026
Runs 37
Outputs 29
Top Brief
Brief
12
Repurpose
9
Render
6
Publish
5
Voice
3
Your top post this week pulled 62 comments and 184 likes. The pattern: short opener, scene-first, no hashtags. Want to pin that to your Style profile?
Why Loop exists

Most creators ship into the dark.

You make the thing. You post it. Engagement comes back. Some of it lands. Some of it dies. You feel the difference but you don't actually know which inputs caused which outputs.

Loop fixes that. Every primitive you run gets logged. Every post you publish gets watched. When a pattern emerges, Loop tells you, and offers to update your Style profile so the next run inherits what worked.

Content is exhaust. The system is the product. Loop is how the system learns.

How it works

Four moves. One feedback loop.

Loop sits behind every other primitive. You don't import anything. You don't configure anything. It just watches and reports.

1
Run anything
Brief, Voice, Repurpose, Color, Render, Narration, Sound, Edit, Caption, Cover, Library, Publish. Every primitive logs to Loop on completion.
2
Publish to channels
When you ship a post through Publish, Loop tracks the engagement from each platform on a schedule. No manual entry.
3
See what's working
Open Loop. Weekly summary, tool usage chart, top performers, recent activity. One paragraph of plain-language read.
4
Adjust your Style
Loop spots patterns in your top performers and proposes specific Style profile rules to keep, drop, or add. One click to apply.
What Loop shows you

The dashboard you've been building in your head.

A working production system needs a working feedback signal. Loop is that signal.

  • Weekly summary How many tools you ran, how many outputs you shipped, your top primitive, your top post.
  • Tool usage chart Bar chart of every primitive you ran this week, ranked by run count. Failed runs called out.
  • Top performers Your highest-engagement posts from Publish, with likes, comments, shares, views and the format that produced them.
  • Style recommendations The patterns Loop finds across your best work, with proposed rules you can pin to your Style profile.
  • Activity feed The last twenty runs across every primitive, clickable through to the actual output.
  • Weekly narrative One short paragraph of plain-language read on the week. Refreshed hourly. No hype, no filler.
The offer

Free for CGA Producers.

Loop is the feedback layer for everyone running the CGA system. If you have a Producer account, Loop is on. No upgrade, no add-on.

CGA Producers · Loop included
Every primitive, watched. Every post, measured.
  • Auto-logging from every CGA primitive you run
  • Engagement pulls from your Publish posts
  • Weekly summary, usage chart, top performers
  • Plain-language narrative refreshed every hour
  • One-click Style profile updates from what's working
  • No setup, no configuration, no manual entry
Included with CGA Producer access. Nothing else to buy.
Open Loop →
If you're not a Producer yet, start at /studio.

What's working. What's not. What to try next.

The loop closes here.

Open Loop →