About this template
Meta Creative Loop
For paid social operators who want a weekly creative factory with hard spend guardrails.
What you get
- Performance CSV → classification → briefs → Higgsfield assets
- Meta builds left PAUSED (or manual upload pack)
system-parameters.mdbudget checklist- Sample fixture so the loop is runnable day one
Undeniable demo
- Run the loop on
assets/fixtures/sample-performance.csv - Produce a dated run folder with briefs + assets + PAUSED checklist
- Confirm zero live spend without human go-live
BYOK
- Claude Code model key
- Higgsfield credits
- Optional Meta Business token (degrades to manual upload if absent)
Fit
Yes: agencies and GTM engineers running weekly creative tests.
No: autonomous budget scaling on public forks (disabled by default).