Build Ghostfeed
KINDAreplaces $49/mosaves $588/yrback to the verdict
Before step 1
you will need
- fal.ai key for Kling motion-control and image-to-video
- Gemini or GPT-image key for the first-frame swap
- ffmpeg
- reaction clips you have the right to reuse
- an always-on box for the polling loop
Delivery order
Scaffold the smallest runnable application and document its commands.
done whenThe project starts from a documented command in a clean checkout.
Implement the primary data model and core workflow.
done whenThe main object can be created, read and changed end to end.
Add validation, safe failure states, and persistence.
done whenBad input is refused with a readable message and nothing is left corrupted.
Cover the critical path with automated tests.
done whenThe highest-risk behavior fails the suite when it breaks.
Exercise a clean install from the README and fix every missing step.
done whenA fresh clone reaches the first successful workflow using only the README.
That is the whole plan for Ghostfeed. What it deliberately does not cover is below · check the gaps before you call it a replacement.
- a template library scraped from TikTok and Instagram and scene-cut into ready 9:16 clips, instead of clips you source and trim yourself
- avatar consistency across renders · one stored reference photo re-fed into every call, plus the draft-and-approve flow that keeps a face you picked
- a director loop that writes the slideshow copy, searches for backgrounds, looks at the candidates and casts them, then rotates the deck into variants, plus a timeline editor with its own render workers
- 44 agent-API tools · the same workspace drivable from Claude, which is the part with no weekend equivalent
- a TikTok app that already cleared review, and a reaper that refunds most stalled renders instead of quietly eating them
Need the files? The project pack on the verdict page hands your agent the whole brief · more ai video.