instagram systems / iteration loop

ATLAS LOOP

Ideas -> Reels -> Feedback -> Iteration

IDEAS REELS POST ANALYZE OPTIMIZE REPEAT

Preset

Mode

Experiment Brief

Audience Pillar Hypothesis Format Metric to win Risk

Input

Prompt Preview

Choose a mode to preview the prompt.

Output

Run a mode to generate output. On GitHub Pages this stays in prompt-copy mode. Locally, start the engine server to get AI output.

Publish Not posted

Metrics Signal Score: 0

Reach Plays Likes Saves Shares Comments Follows Profile visits

Next Test Queue

No next tests yet.

Winner Patterns

Save posts with metrics to extract repeatable patterns.

Loop History

No saved posts yet.